Concatenated Skip Connection

Introduced by Huang et al. in Densely Connected Convolutional Networks

A Concatenated Skip Connection is a type of skip connection that seeks to reuse features by concatenating them to new layers, allowing more information to be retained from previous layers of the network. This contrasts with say, residual connections, where element-wise summation is used instead to incorporate information from previous layers. This type of skip connection is prominently used in DenseNets (and also Inception networks), which the Figure to the right illustrates.

Source: Densely Connected Convolutional Networks

Latest Papers

PAPER DATE
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BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture
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William Adorno IIIAngela YiMarcel DurieuxDonald Brown
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Vishal SharmaCurtis Dyreson
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Alexandr G. Rassadin
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On the Difficulty of Designing Processor Arrays for Deep Neural Networks
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2020-06-24
A Novel and Reliable Deep Learning Web-Based Tool to Detect COVID-19 Infection from Chest CT-Scan
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2D Image Relighting with Image-to-Image Translation
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2020-06-14
Privacy-Aware Activity Classification from First Person Office Videos
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A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images
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VQVC+: One-Shot Voice Conversion by Vector Quantization and U-Net architecture
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A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images
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2020-06-07
Deep Octree-based CNNs with Output-Guided Skip Connections for 3D Shape and Scene Completion
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Segmentation of Surgical Instruments for Minimally-Invasive Robot-Assisted Procedures Using Generative Deep Neural Networks
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MSDU-net: A Multi-Scale Dilated U-net for Blur Detection
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2020-06-05
A2-LINK: Recognizing Disguised Faces via Active Learning and Adversarial Noise based Inter-Domain Knowledge
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BWCNN: Blink to Word, a Real-Time Convolutional Neural Network Approach
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Disparity-Aware Domain Adaptation in Stereo Image Restoration
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A U-Net Based Discriminator for Generative Adversarial Networks
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2020-06-01
Phase-aware Single-stage Speech Denoising and Dereverberation with U-Net
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End-to-End Change Detection for High Resolution Drone Images with GAN Architecture
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WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation
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SNR-based teachers-student technique for speech enhancement
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Automatic segmentation of the pulmonary lobes with a 3D u-net and optimized loss function
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Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification
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Towards the Infeasibility of Membership Inference on Deep Models
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Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings
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Identification of Crystal Symmetry from Noisy Diffraction Patterns by A Shape Analysis and Deep Learning
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Coronavirus: Comparing COVID-19, SARS and MERS in the eyes of AI
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Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-Net
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Analysis of Scoliosis From Spinal X-Ray Images
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xQSM-Quantitative Susceptibility Mapping with Octave Convolutional Neural Networks
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Analysis on DeepLabV3+ Performance for Automatic Steel Defects Detection
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Cell Segmentation and Tracking using CNN-Based Distance Predictions and a Graph-Based Matching Strategy
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A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation
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Radiologist-level stroke classification on non-contrast CT scans with Deep U-Net
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Attention-based Assisted Excitation for Salient Object Detection
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Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement
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Learning Oracle Attention for High-fidelity Face Completion
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Weakly-supervised land classification for coastal zone based on deep convolutional neural networks by incorporating dual-polarimetric characteristics into training dataset
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Fastidious Attention Network for Navel Orange Segmentation
Xiaoye SunGongyan LiShaoyun Xu
2020-03-26
Learning to Reconstruct Confocal Microscopy Stacks from Single Light Field Images
| Josue PageFederico SaltarinYury BelyaevRuth LyckPaolo Favaro
2020-03-24
Training a U-Net based on a random mode-coupling matrix model to recover acoustic interference striations
Xiaolei LiWenhua SongDazhi GaoWei GaoHaozhong Wan
2020-03-24
Multi-channel U-Net for Music Source Separation
| Venkatesh S. KadandaleJuan F. MontesinosGloria HaroEmilia Gómez
2020-03-23
Learning Dynamic Routing for Semantic Segmentation
| Yanwei LiLin SongYukang ChenZeming LiXiangyu ZhangXingang WangJian Sun
2020-03-23
Toward Accurate and Realistic Virtual Try-on Through Shape Matching and Multiple Warps
Kedan LiMin Jin ChongJingen LiuDavid Forsyth
2020-03-22
Multi-Task Learning Enhanced Single Image De-Raining
| Yulong FanRong ChenBo Li
2020-03-21
U-Det: A Modified U-Net architecture with bidirectional feature network for lung nodule segmentation
Nikhil Varma KeethaSamson Anosh Babu PChandra Sekhara Rao Annavarapu
2020-03-20
Kidney segmentation using 3D U-Net localized with Expectation Maximization
Omid BazgirKai BarckRichard A. D. CaranoRobby M. WeimerLuke Xie
2020-03-20
Bone Structures Extraction and Enhancement in Chest Radiographs via CNN Trained on Synthetic Data
Ophir GozesHayit Greenspan
2020-03-20
Weakly Supervised PET Tumor Detection Using Class Response
Amine AmyarRomain ModzelewskiPierre VeraVincent MorardSu Ruan
2020-03-18
A novel Deep Structure U-Net for Sea-Land Segmentation in Remote Sensing Images
Pourya ShamsolmoaliMasoumeh ZareapoorRuili WangHuiyu ZhouJie Yang
2020-03-17
Image Quality Transfer Enhances Contrast and Resolution of Low-Field Brain MRI in African Paediatric Epilepsy Patients
Matteo FiginiHongxiang LinGodwin OgboleFelice D ArcoStefano B. BlumbergDavid W. CarmichaelRyutaro TannoEnrico KadenBiobele J. BrownIkeoluwa LagunjuHelen J. CrossDelmiro Fernandez-ReyesDaniel C. Alexander
2020-03-16
Mass Estimation of Galaxy Clusters with Deep Learning I: Sunyaev-Zel'dovich Effect
Nikhel GuptaChristian L. Reichardt
2020-03-13
Learning to Segment 3D Point Clouds in 2D Image Space
| Yecheng LyuXinming HuangZiming Zhang
2020-03-12
Deep learning approach for breast cancer diagnosis
Essam A. RashedM. Samir Abou El Seoud
2020-03-10
Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation
| Maryam Asadi-AghbolaghiReza AzadMahmood FathySergio Escalera
2020-03-10
Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts?
Olivier VincentCharley GrosJoseph Paul CohenJulien Cohen-Adad
2020-03-09
Context-Aware Domain Adaptation in Semantic Segmentation
Jinyu YangWeizhi AnChaochao YanPeilin ZhaoJunzhou Huang
2020-03-09
Perceptual Image Super-Resolution with Progressive Adversarial Network
Lone WongDeli ZhaoShaohua WanBo Zhang
2020-03-08
Weight mechanism adding a constant in concatenation of series connect
Xiaojie QiYindi Zhao
2020-03-07
Segmentation of Satellite Imagery using U-Net Models for Land Cover Classification
Priit UlmasInnar Liiv
2020-03-05
BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation
Wei Hao Khoong
2020-03-03
Visualizing intestines for diagnostic assistance of ileus based on intestinal region segmentation from 3D CT images
Hirohisa OdaKohei NishioTakayuki KitasakaHizuru AmanoAitaro TakimotoHiroo UchidaKojiro SuzukiHayato ItohMasahiro OdaKensaku Mori
2020-03-03
Fast Predictive Uncertainty for Classification with Bayesian Deep Networks
Marius HobbhahnAgustinus KristiadiPhilipp Hennig
2020-03-02
Learning to Deblur and Generate High Frame Rate Video with an Event Camera
Chen HaoyuTeng MingguiShi BoxinWang YIzhouHuang Tiejun
2020-03-02
A U-Net Based Discriminator for Generative Adversarial Networks
| Edgar SchönfeldBernt SchieleAnna Khoreva
2020-02-28
Provable, Scalable and Automatic Perturbation Analysis on General Computational Graphs
| Kaidi XuZhouxing ShiHuan ZhangYihan WangKai-Wei ChangMinlie HuangBhavya KailkhuraXue LinCho-Jui Hsieh
2020-02-28
RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
Oindrila SahaAditya KusupatiHarsha Vardhan SimhadriManik VarmaPrateek Jain
2020-02-27
Automatically Searching for U-Net Image Translator Architecture
Han ShuYunhe Wang
2020-02-26
Toward fast and accurate human pose estimation via soft-gated skip connections
Adrian BulatJean KossaifiGeorgios TzimiropoulosMaja Pantic
2020-02-25
Fully-automated Body Composition Analysis in Routine CT Imaging Using 3D Semantic Segmentation Convolutional Neural Networks
Sven KoitkaLennard KrollEugen MalamutmannArzu OezcelikFelix Nensa
2020-02-25
Technical report: Kidney tumor segmentation using a 2D U-Net followed by a statistical post-processing filter
Iwan Paolucci
2020-02-25
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction
Bhavya VasudevaPuneesh DeoraSaumik BhattacharyaPyari Mohan Pradhan
2020-02-24
3D U-Net for Segmentation of Plant Root MRI Images in Super-Resolution
Yi ZhaoNils WandelMagdalena LandlAndrea SchnepfSven Behnke
2020-02-21
Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition
Qing ZhuLin ChenHan HuBinzhi XuYeting ZhangHaifeng Li
2020-02-20
DeFraudNet:End2End Fingerprint Spoof Detection using Patch Level Attention
B. V. S AnushaSayan BanerjeeSubhasis Chaudhuri
2020-02-19
Fine tuning U-Net for ultrasound image segmentation: which layers?
Mina AmiriRupert BrooksHassan Rivaz
2020-02-19
Automated Cardiothoracic Ratio Calculation and Cardiomegaly Detection using Deep Learning Approach
Isarun ChamvehaTreethep PromwisetTrongtum TongdeePairash SaiviroonpornWarasinee Chaisangmongkon
2020-02-18
Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets
Dongxian WuYisen WangShu-Tao XiaJames BaileyXingjun Ma
2020-02-14
SemI2I: Semantically Consistent Image-to-Image Translation for Domain Adaptation of Remote Sensing Data
Onur TasarS L HappyYuliya TarabalkaPierre Alliez
2020-02-14
Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images
Ying Da WangMehdi ShabaninejadRyan T. ArmstrongPeyman Mostaghimi
2020-02-13
Validation and Optimization of Multi-Organ Segmentation on Clinical Imaging Archives
Yuchen XuOlivia TangYucheng TangHo Hin LeeYunqiang ChenDashan GaoShizhong HanRiqiang GaoMichael R. SavonaRichard G. AbramsonYuankai HuoBennett A. Landman
2020-02-10
Outlier Guided Optimization of Abdominal Segmentation
Yuchen XuOlivia TangYucheng TangHo Hin LeeYunqiang ChenDashan GaoShizhong HanRiqiang GaoMichael R. SavonaRichard G. AbramsonYuankai HuoBennett A. Landman
2020-02-10
How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalise to rare congenital heart diseases for surgical planning?
Sven KoehlerAnimesh TandonTarique HussainHeiner LatusThomas PickardtSamir SarikouchPhilipp BeerbaumGerald GreilSandy EngelhardtIvo Wolf
2020-02-10
Learning to Grasp 3D Objects using Deep Residual U-Nets
Yikun LiLambert SchomakerS. Hamidreza Kasaei
2020-02-10
A Deep Learning Approach to Automate High-Resolution Blood Vessel Reconstruction on Computerized Tomography Images With or Without the Use of Contrast Agent
Anirudh ChandrashekarAshok HandaNatesh ShivakumarPierfrancesco LapollaVicente GrauRegent Lee
2020-02-09
Understanding and Optimizing Packed Neural Network Training for Hyper-Parameter Tuning
Rui LiuSanjan KrishnanAaron J. ElmoreMichael J. Franklin
2020-02-07
Large Batch Training Does Not Need Warmup
Zhouyuan HuoBin GuHeng Huang
2020-02-04
Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis
| Pegah SalehiAbdolah Chalechale
2020-02-03
Automatic lung segmentation in routine imaging is a data diversity problem, not a methodology problem
| Johannes HofmanningerFlorian PrayerJeanny PanSebastian RohrichHelmut ProschGeorg Langs
2020-01-31
Inter-slice image augmentation based on frame interpolation for boosting medical image segmentation accuracy
Zhaotao WuJia WeiWenguang YuanJiabing WangTolga Tasdizen
2020-01-31
Ellipse R-CNN: Learning to Infer Elliptical Object from Clustering and Occlusion
Wenbo DongPravakar RoyCheng PengVolkan Isler
2020-01-30
Channel-Attention Dense U-Net for Multichannel Speech Enhancement
Bahareh TolooshamsRitwik GiriAndrew H. SongUmut IsikArvindh Krishnaswamy
2020-01-30
Accurately identifying vertebral levels in large datasets
Daniel C. EltonVeit SandfortPerry J. PickhardtRonald M. Summers
2020-01-28
Breast mass segmentation based on ultrasonic entropy maps and attention gated U-Net
Michal ByraPiotr JarosikKatarzyna Dobruch-SobczakZiemowit KlimondaHanna Piotrzkowska-WroblewskaJerzy LitniewskiAndrzej Nowicki
2020-01-27
Dense Residual Network: Enhancing Global Dense Feature Flow for Character Recognition
Zhao ZhangZemin TangYang WangZheng ZhangZhengjun ZhaMeng Wang
2020-01-23
AutoFCL: Automatically Tuning Fully Connected Layers for Handling Small Dataset
S. H. Shabbeer BashaSravan Kumar VinakotaShiv Ram DubeyViswanath PulabaigariSnehasis Mukherjee
2020-01-22
SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation
| Jesse SunFatemeh DarbehaniMark ZaidiBo Wang
2020-01-21
Deep Residual Flow for Out of Distribution Detection
| Ev ZisselmanAviv Tamar
2020-01-15
Segmentation with Residual Attention U-Net and an Edge-Enhancement Approach Preserves Cell Shape Features
| Nanyan ZhuChen LiuZakary S. SingerTal DaninoAndrew F. LaineJia Guo
2020-01-15
Face Attribute Invertion
X G TuY LuoH S ZhangW J AiZ MaM Xie
2020-01-14
Deep Residual Dense U-Net for Resolution Enhancement in Accelerated MRI Acquisition
Pak Lun Kevin DingZhiqiang LiYuxiang ZhouBaoxin Li
2020-01-13
Segmentation and Generation of Magnetic Resonance Images by Deep Neural Networks
Antoine Delplace
2020-01-10
A Deep Neural Networks Approach for Pixel-Level Runway Pavement Crack Segmentation Using Drone-Captured Images
Liming JiangYuanchang XieTianzhu Ren
2020-01-09
Deep OCT Angiography Image Generation for Motion Artifact Suppression
Julian HossbachLennart HusvogtMartin F. KrausJames G. FujimotoAndreas K. Maier
2020-01-08
Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning
Yixing HuangShengxiang WangYong GuanAndreas Maier
2020-01-08
DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image Reconstruction
| Sriprabha RamanarayananBalamurali MurugesanKeerthi RamMohanasankar Sivaprakasam
2020-01-08
A context based deep learning approach for unbalanced medical image segmentation
| Balamurali MurugesanKaushik SarveswaranVijaya Raghavan SSharath M ShankaranarayanaKeerthi RamMohanasankar Sivaprakasam
2020-01-08
Spinal Metastases Segmentation in MR Imaging using Deep Convolutional Neural Networks
Georg HilleJohannes SteffenMax DünnwaldMathias BeckerSylvia SaalfeldKlaus Tönnies
2020-01-08
On-the-fly Prediction of Protein Hydration Densities and Free Energies using Deep Learning
Ahmadreza GhanbarpourAmr H. MahmoudMarkus A. Lill
2020-01-07
Automated Segmentation of Vertebrae on Lateral Chest Radiography Using Deep Learning
Sanket BadheVarun SinghJoy LiParas Lakhani
2020-01-05
Self-Learning AI Framework for Skin Lesion Image Segmentation and Classification
Anandhanarayanan KamalakannanShiva Shankar GanesanGovindaraj Rajamanickam
2020-01-04
FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides
| Xiebo GengSibo LiuaWei HanXu LiJiabo MaJingya YuXiuli LiuSahoqun ZengLi ChenShenghua Cheng
2020-01-03
Synthetic vascular structure generation for unsupervised pre-training in CTA segmentation tasks
Nil Stolt Ansó
2020-01-02
Is my Deep Learning Model Learning more than I want it to?
Anonymous
2020-01-01
Rethinking the Security of Skip Connections in ResNet-like Neural Networks
Anonymous
2020-01-01
Out-of-Distribution Detection Using Layerwise Uncertainty in Deep Neural Networks
Hirono OkamotoMasahiro SuzukiYutaka Matsuo
2020-01-01
Physics-Aware Flow Data Completion Using Neural Inpainting
Anonymous
2020-01-01
Stagnant zone segmentation with U-net
Selam WaktolaLaurent BaboutKrzysztof Grudzien
2020-01-01
Volumetric Lung Nodule Segmentation using Adaptive ROI with Multi-View Residual Learning
Muhammad UsmanByoung-Dai LeeShi Sub ByonSung Hyun KimByung-ilLee
2019-12-31
Searching for Stage-wise Neural Graphs In the Limit
Xin ZhouDejing DouBoyang Li
2019-12-30
PMC-GANs: Generating Multi-Scale High-Quality Pedestrian with Multimodal Cascaded GANs
Jie WuYing PengChenghao ZhengZongbo HaoJian Zhang
2019-12-30
Transfer Learning for Brain Tumor Segmentation
| Jonas WackerMarcelo LadeiraJosé Eduardo Vaz Nascimento
2019-12-28
Learning Inverse Depth Regression for Multi-View Stereo with Correlation Cost Volume
| Qingshan XuWenbing Tao
2019-12-26
Robustness of Brain Tumor Segmentation
Sabine MüllerJoachim WeickertNorbert Graf
2019-12-24
A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC)
Muhammad Nabeel AsimaMuhammad Imran MalikAndreas DengelaSheraz Ahmed
2019-12-23
Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks
Yuhua ChenDan RuanJiayu XiaoLixia WangBin SunRola SaouafWensha YangDebiao LiZhaoyang Fan
2019-12-23
Rapid Whole-Heart CMR with Single Volume Super-resolution
Jennifer A. SteedenMichael QuailAlexander GotschyAndreas HauptmannSimon ArridgeRodney JonesVivek Muthurangu
2019-12-22
UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing
| Nan WangYabin ZhouFenglei HanHaitao ZhuYaojing Zheng
2019-12-21
AeroRIT: A New Scene for Hyperspectral Image Analysis
| Aneesh RangnekarNilay MokashiEmmett IentilucciChristopher KananMatthew J. Hoffman
2019-12-17
Domain Knowledge Based Brain Tumor Segmentation and Overall Survival Prediction
| Xiaoqing GuoChen YangPak Lun LamPeter Y. M. WooYixuan Yuan
2019-12-16
Pneumothorax Segmentation: Deep Learning Image Segmentation to predict Pneumothorax
Karan JakharRohit BajajRuchika Gupta
2019-12-16
Automated Thalamic Nuclei Segmentation Using Multi-Planar Cascaded Convolutional Neural Networks
Mohammad S MajdiMahesh B KeerthivasanBrian K RuttNatalie M ZahrJeffrey J RodriguezManojkumar Saranathan
2019-12-16
Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural Networks
Makena LowPriyanka Raina
2019-12-16
Compressed DenseNet for Lightweight Character Recognition
Zhao ZhangZemin TangYang WangHaijun ZhangShuicheng YanMeng Wang
2019-12-15
Fully-Convolutional Intensive Feature Flow Neural Network for Text Recognition
Zhao ZhangZemin TangZheng ZhangYang WangJie QinMeng Wang
2019-12-13
SegTHOR: Segmentation of Thoracic Organs at Risk in CT images
Z. LambertC. PetitjeanB. DubrayS. Ruan
2019-12-12
U-Net with spatial pyramid pooling for drusen segmentation in optical coherence tomography
Rhona AsgariSebastian WaldsteinFerdinand SchlanitzMagdalena BaratsitsUrsula Schmidt-ErfurthHrvoje Bogunović
2019-12-11
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
| Zongwei ZhouMd Mahfuzur Rahman SiddiqueeNima TajbakhshJianming Liang
2019-12-11
Automatic Analysis System of Calcaneus Radiograph: Rotation-Invariant Landmark Detection for Calcaneal Angle Measurement, Fracture Identification and Fracture Region Segmentation
Jia GuoYuxuan MuHuiqi LiJunxian ChenWei WangHuanxin YanHailin Xu
2019-12-10
Individual predictions matter: Assessing the effect of data ordering in training fine-tuned CNNs for medical imaging
John R. ZechJessica Zosa FordeMichael L. Littman
2019-12-08
Deep Learning-Based Feature-Aware Data Modeling for Complex Physics Simulations
Qun LiuSubhashis HazarikaJohn M. PatchettJames Paul AhrensAyan Biswas
2019-12-08
Cascaded Deep Neural Networks for Retinal Layer Segmentation of Optical Coherence Tomography with Fluid Presence
Donghuan LuMorgan HeislerDa MaSetareh DabiriSieun LeeGavin Weiguang DingMarinko V. SarunicMirza Faisal Beg
2019-12-07
A deep learning based tool for automatic brain extraction from functional magnetic resonance images in rodents
Sidney Pontes-FilhoAnnelene Gulden DahlStefano NicheleGustavo Borges Moreno e Mello
2019-12-03
Applying Knowledge Transfer for Water Body Segmentation in Peru
Jessenia GonzalezDebjani BhowmickCesar BeltranKris SankaranYoshua Bengio
2019-12-02
Flow-based Image-to-Image Translation with Feature Disentanglement
Ruho KondoKeisuke KawanoSatoshi KoideTakuro Kutsuna
2019-12-01
Stochastic tissue window normalization of deep learning on computed tomography
Yuankai HuoYucheng TangYunqiang ChenDashan GaoShizhong HanShunxing BaoSmita DeJames G. TerryJeffrey J. CarrRichard G. AbramsonBennett A. Landman
2019-12-01
CSPNet: A New Backbone that can Enhance Learning Capability of CNN
| Chien-Yao WangHong-Yuan Mark LiaoI-Hau YehYueh-Hua WuPing-Yang ChenJun-Wei Hsieh
2019-11-27
Leveraging Self-supervised Denoising for Image Segmentation
| Mangal PrakashTim-Oliver BuchholzManan LalitPavel TomancakFlorian JugAlexander Krull
2019-11-27
Improving Polyphonic Music Models with Feature-Rich Encoding
| Omar Peracha
2019-11-26
Traffic map prediction using UNet based deep convolutional neural network
| Sungbin Choi
2019-11-25
Reinventing 2D Convolutions for 3D Images
| Jiancheng YangXiaoyang HuangBingbing NiJingwei XuCanqian YangGuozheng Xu
2019-11-24
Shape Detection In 2D Ultrasound Images
Ruturaj GoleHaixia WuSubho Ghose
2019-11-22
HybridNetSeg: A Compact Hybrid Network for Retinal Vessel Segmentation
Ling LuoDingyu XueXinglong Feng
2019-11-22
Retinal Vessel Segmentation based on Fully Convolutional Networks
| Zhengyuan Liu
2019-11-22
Single Image Super Resolution based on a Modified U-net with Mixed Gradient Loss
Zhengyang LuYing Chen
2019-11-21
Semantic Segmentation of Thigh Muscle using 2.5D Deep Learning Network Trained with Limited Datasets
Hasnine HaqueMasahiro HashimotoNozomu UetakeMasahiro Jinzaki
2019-11-21
DermGAN: Synthetic Generation of Clinical Skin Images with Pathology
Amirata GhorbaniVivek NatarajanDavid CozYuan Liu
2019-11-20
W-Net: Two-stage U-Net with misaligned data for raw-to-RGB mapping
| Kwang-Hyun UhmSeung-Wook KimSeo-Won JiSung-Jin ChoJun-Pyo HongSung-Jea Ko
2019-11-20
Towards Physics-informed Deep Learning for Turbulent Flow Prediction
Rui WangKarthik KashinathMustafa MustafaAdrian AlbertRose Yu
2019-11-20
AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation
Pierrick CoupéBoris MansencalMichaël ClémentRémi GiraudBaudouin Denis de SennevilleVinh-Thong TaVincent LepetitJosé V. Manjon
2019-11-20
Enhancing the Extraction of Interpretable Information for Ischemic Stroke Imaging from Deep Neural Networks
Erico TjoaGuo HengLu YuhaoCuntai Guan
2019-11-19
Automated Human Claustrum Segmentation using Deep Learning Technologies
Ahmed Awad AlbishriSyed Jawad Hussain ShahAnthony SchmiedlerSeung Suk KangYugyung Lee
2019-11-18
Dense Color Constancy with Effective Edge Augmentation
Yilang ZhangZheng WeiJian WangXin Yuan
2019-11-17
ResUNet++: An Advanced Architecture for Medical Image Segmentation
Debesh JhaPia H. SmedsrudMichael A. RieglerDag JohansenThomas de LangePal HalvorsenHavard D. Johansen
2019-11-16
CenterMask : Real-Time Anchor-Free Instance Segmentation
| Youngwan LeeJongyoul Park
2019-11-15
CenterMask : Real-Time Anchor-Free Instance Segmentation
| Youngwan LeeJongyoul Park
2019-11-15
LiDAR ICPS-net: Indoor Camera Positioning based-on Generative Adversarial Network for RGB to Point-Cloud Translation
Ali GhofraniRahil Mahdian ToroghiSeyed Mojtaba TabatabaieSeyed Maziar Tabasi
2019-11-14
Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling
| Daniel StollerMi TianSebastian EwertSimon Dixon
2019-11-14
Cost-efficient segmentation of electron microscopy images using active learning
Joris RoelsYvan Saeys
2019-11-13
BiNet: Degraded-Manuscript Binarization in Diverse Document Textures and Layouts using Deep Encoder-Decoder Networks
Maruf A. DhaliJan Willem de WitLambert Schomaker
2019-11-13
Seismic data interpolation based on U-net with texture loss
Wenqian FangLihua FuMeng ZhangZhiming Li
2019-11-11
Building Effective Large-Scale Traffic State Prediction System: Traffic4cast Challenge Solution
Yang LiuFanyou WuBaosheng YuZhiyuan LiuJieping Ye
2019-11-11
Change your singer: a transfer learning generative adversarial framework for song to song conversion
Rema DaherMohammad Kassem ZeinJulia El ZiniMariette AwadDaniel Asmar
2019-11-07
Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach
Andrew GilbertMarit HoldenLine EikvilSvein Arne AaseEigil SamsetKristin McLeod
2019-11-06
What Do We Really Need? Degenerating U-Net on Retinal Vessel Segmentation
Weilin FuKatharina BreiningerZhaoya PanAndreas Maier
2019-11-06
One Network to Segment Them All: A General, Lightweight System for Accurate 3D Medical Image Segmentation
| Mathias PerslevErik Bjørnager DamAkshay PaiChristian Igel
2019-11-05
Field of View Extension in Computed Tomography Using Deep Learning Prior
Yixing HuangLei GaoAlexander PreuhsAndreas Maier
2019-11-04
PGU-net+: Progressive Growing of U-net+ for Automated Cervical Nuclei Segmentation
| Jie ZhaoLei DaiMo ZhangFei YuMeng LiHongfeng LiWenjia WangLi Zhang
2019-11-04
Dual-domain Cascade of U-nets for Multi-channel Magnetic Resonance Image Reconstruction
Roberto SouzaMariana BentoNikita NogovitsynKevin J. ChungR. Marc LebelRichard Frayne
2019-11-04
Spleeter: A Fast And State-of-the Art Music Source Separation Tool With Pre-trained Models
| Romain HennequinAnis KhlifFelix VoituretManuel Moussallam
2019-11-04
Predicting Weather Uncertainty with Deep Convnets
Peter GrönquistTal Ben-NunNikoli DrydenPeter DuebenLuca LavariniShigang LiTorsten Hoefler
2019-11-02
Deep Learning for space-variant deconvolution in galaxy surveys
Florent SureauAlexis LechatJean-Luc Starck
2019-11-01
Modified U-Net (mU-Net) with Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images
Hyunseok SeoCharles HuangMaxime BassenneRuoxiu XiaoLei Xing
2019-10-31
The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN
Wenjun YanYuanyuan WangShengjia GuLu HuangFuhua YanLiming XiaQian Tao
2019-10-30
Region-based Convolution Neural Network Approach for Accurate Segmentation of Pelvic Radiograph
Ata JodeiriReza A. ZoroofiYuta HiasaMasaki TakaoNobuhiko SuganoYoshinobu SatoYoshito Otake
2019-10-29
Multi-sequence Cardiac MR Segmentation with Adversarial Domain Adaptation Network
Jiexiang WangHongyu HuangChaoqi ChenWenao MaYue HuangXinghao Ding
2019-10-28
An Adaptive and Momental Bound Method for Stochastic Learning
| Jianbang DingXuancheng RenRuixuan LuoXu Sun
2019-10-27
Segmenting Ships in Satellite Imagery With Squeeze and Excitation U-Net
Venkatesh RAnand Metha
2019-10-27
U-net architectures for fast prediction of incompressible laminar flows
Junfeng ChenJonathan ViqueratElie Hachem
2019-10-25
Unified Multi-scale Feature Abstraction for Medical Image Segmentation
Xi FangBo DuSheng XuBradford J. WoodPingkun Yan
2019-10-24
U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging
| Mathias PerslevMichael Hejselbak JensenSune DarknerPoul Jørgen JennumChristian Igel
2019-10-24
Semantic Segmentation of Skin Lesions using a Small Data Set
Beril SirmacekMax Kivits
2019-10-23
Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands
| Hans PinckaersGeert Litjens
2019-10-23
KuroNet: Pre-Modern Japanese Kuzushiji Character Recognition with Deep Learning
Tarin ClanuwatAlex LambAsanobu Kitamoto
2019-10-21
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning
| Dominik MüllerFrank Kramer
2019-10-21
Deep speech inpainting of time-frequency masks
| Mikolaj KeglerPierre BeckmannMilos Cernak
2019-10-20
Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound Images
Aleksandar VakanskiMin XianPhoebe Freer
2019-10-20
MixModule: Mixed CNN Kernel Module for Medical Image Segmentation
Henry H. YuXue FengHao SunZiwen Wang
2019-10-19
Tracking-Assisted Segmentation of Biological Cells
Deepak K. GuptaNathan de BruijnAndreas PanteliEfstratios Gavves
2019-10-19
Intracranial Hemorrhage Segmentation Using Deep Convolutional Model
Murtadha D. HssayeniM. S.Muayad S. CroockPh. D.Aymen Al-AniPh. D.Hassan Falah Al-khafajiM. D.Zakaria A. YahyaM. D.Behnaz GhoraaniPh. D
2019-10-18
End-to-end speech enhancement based on discrete cosine transform
Chuang GengLei Wang
2019-10-17
Injecting Hierarchy with U-Net Transformers
David DonahueVladislav LialinAnna Rumshisky
2019-10-16
Full-Scale Continuous Synthetic Sonar Data Generation with Markov Conditional Generative Adversarial Networks
Marija JegorovaAntti Ilari KarjalainenJose VazquezTimothy Hospedales
2019-10-15
Structure Preserving Compressive Sensing MRI Reconstruction using Generative Adversarial Networks
| Puneesh DeoraBhavya VasudevaSaumik BhattacharyaPyari Mohan Pradhan
2019-10-14
Vertebrae Detection and Localization in CT with Two-Stage CNNs and Dense Annotations
| James McCouatBen Glocker
2019-10-14
Radiomic Feature Stability Analysis based on Probabilistic Segmentations
Christoph HaarburgerJustus SchockDaniel TruhnPhilippe WeitzGustav Mueller-FranzesLeon WeningerDorit Merhof
2019-10-13
Aff-Wild Database and AffWildNet
Mengyao LiuDimitrios Kollias
2019-10-11
Illegible Text to Readable Text: An Image-to-Image Transformation using Conditional Sliced Wasserstein Adversarial Networks
Mostafa KarimiGopalkrishna VeniYen-Yun Yu
2019-10-11
RITnet: Real-time Semantic Segmentation of the Eye for Gaze Tracking
| Aayush K. ChaudharyRakshit KothariManoj AcharyaShusil DangiNitinraj NairReynold BaileyChristopher KananGabriel DiazJeff B. Pelz
2019-10-01
DSConv: Efficient Convolution Operator
Marcelo Gennari do Nascimento Roger Fawcett Victor Adrian Prisacariu
2019-10-01
Improvement of Multiparametric MR Image Segmentation by Augmenting the Data with Generative Adversarial Networks for Glioma Patients
Eric CarverZhenzhen DaiEvan LiangJames SnyderNing Wen
2019-10-01
DF2Net: A Dense-Fine-Finer Network for Detailed 3D Face Reconstruction
| Xiaoxing Zeng Xiaojiang Peng Yu Qiao
2019-10-01
Progressive Reconstruction of Visual Structure for Image Inpainting
| Jingyuan Li Fengxiang He Lefei Zhang Bo Du Dacheng Tao
2019-10-01
Stacked Cross Refinement Network for Edge-Aware Salient Object Detection
| Zhe Wu Li Su Qingming Huang
2019-10-01
P-MVSNet: Learning Patch-Wise Matching Confidence Aggregation for Multi-View Stereo
Keyang Luo Tao Guan Lili Ju Haipeng Huang Yawei Luo
2019-10-01
Point Attention Network for Semantic Segmentation of 3D Point Clouds
Mingtao FengLiang ZhangXuefei LinSyed Zulqarnain GilaniAjmal Mian
2019-09-27
Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks
Sara Hosseinzadeh KassaniPeyman Hosseinzadeh KassaniMichal J. WesolowskiKevin A. SchneiderRalph Deters
2019-09-26
PyDEns: a Python Framework for Solving Differential Equations with Neural Networks
Alexander KoryaginRoman KhudorozkovSergey Tsimfer
2019-09-25
Efficient Residual Dense Block Search for Image Super-Resolution
Dehua SongChang XuXu JiaYiyi ChenChunjing XuYunhe Wang
2019-09-25
Automated identification of neural cells in the multi-photon images using deep-neural networks
Si-Baek SeongHae-Jeong Park
2019-09-25
Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architecture
| Rüdiger SchmitzFrederic MadestaMaximilian NielsenJenny KrauseRené WernerThomas Rösch
2019-09-24
A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge
| Anshuman SuriMayank VatsaRicha Singh
2019-09-23
A Transfer Learning Approach for Automated Segmentation of Prostate Whole Gland and Transition Zone in Diffusion Weighted MRI
Saman MotamedIsha GujrathiDominik DeniffelAnton OentoroMasoom A. HaiderFarzad Khalvati
2019-09-20
Transfer Learning using CNN for Handwritten Devanagari Character Recognition
Nagender AnejaSandhya Aneja
2019-09-19
Learning to Think Outside the Box: Wide-Baseline Light Field Depth Estimation with EPI-Shift
Titus LeistnerHendrik SchillingRadek MackowiakStefan GumholdCarsten Rother
2019-09-19
Extremely Weak Supervised Image-to-Image Translation for Semantic Segmentation
| Samarth ShuklaLuc Van GoolRadu Timofte
2019-09-18
Learn to Segment Organs with a Few Bounding Boxes
Abhijeet ParidaArianne TranNassir NavabShadi Albarqouni
2019-09-17
Cardiac MRI Image Segmentation for Left Ventricle and Right Ventricle using Deep Learning
Bosung SeoDaniel MarianoJohn BeckfieldVinay MadenurYuming HuTony ReinaMarcus BobarMai H. NguyenIlkay Altintas
2019-09-17
Z-Net: an Anisotropic 3D DCNN for Medical CT Volume Segmentation
Peichao LiXiao-Yun ZhouZhao-Yang WangGuang-Zhong Yang
2019-09-16
Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator
Hongxiang LinMatteo FiginiRyutaro TannoStefano B. BlumbergEnrico KadenGodwin OgboleBiobele J. BrownFelice D'ArcoDavid W. CarmichaelIkeoluwa LagunjuHelen J. CrossDelmiro Fernandez-ReyesDaniel C. Alexander
2019-09-15
MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation
Tianchen WangJinjun XiongXiaowei XuMeng JiangYiyu ShiHaiyun YuanMeiping HuangJian Zhuang
2019-09-15
3D U-Net Based Brain Tumor Segmentation and Survival Days Prediction
| Feifan WangRunzhou JiangLiqin ZhengChun MengBharat Biswal
2019-09-15
Local block-wise self attention for normal organ segmentation
Jue JiangElguindi SharifHyemin UmSean BerryHarini Veeraraghavan
2019-09-11
Integrating cross-modality hallucinated MRI with CT to aid mediastinal lung tumor segmentation
Jue JiangJason HuNeelam TyagiAndreas RimnerSean L. BerryJoseph O. DeasyHarini Veeraraghavan
2019-09-10
U-net super-neural segmentation and similarity calculation to realize vegetation change assessment in satellite imagery
Chunxue WuBobo JuNaixue XiongGuisong YangYan WuHongming YangJiaying HuangZhiyong Xu
2019-09-10
LCSCNet: Linear Compressing Based Skip-Connecting Network for Image Super-Resolution
| Wenming YangXuechen ZhangYapeng TianWei WangJing-Hao XueQingmin Liao
2019-09-09
Detection and Classification of Breast Cancer Metastates Based on U-Net
Lin XuCheng XuYi TongYu Chun Su
2019-09-09
Intensity augmentation for domain transfer of whole breast segmentation in MRI
Linde S. HesseGrey KulingMitko VetaAnne L. Martel
2019-09-05
3D U$^2$-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation
| Chao HuangHu HanQingsong YaoShankuan ZhuS. Kevin Zhou
2019-09-04
HarDNet: A Low Memory Traffic Network
| Ping ChaoChao-Yang KaoYu-Shan RuanChien-Hsiang HuangYoun-Long Lin
2019-09-03
Image Inpainting with Learnable Bidirectional Attention Maps
| Chaohao XieShaohui LiuChao LiMing-Ming ChengWangmeng ZuoXiao LiuShilei WenErrui Ding
2019-09-03
Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions
| Reza AzadMaryam Asadi-AghbolaghiMahmood FathySergio Escalera
2019-08-31
Learning Rich Representations For Structured Visual Prediction Tasks
Mohammadreza Mostajabi
2019-08-30
LU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-Net
Pierre BiasuttiVincent LepetitJean-François AujolMathieu BrédifAurélie Bugeau
2019-08-30
A Coarse-to-Fine Multi-stream Hybrid Deraining Network for Single Image Deraining
Yanyan WeiZhao ZhangHaijun ZhangRichang HongMeng Wang
2019-08-28
Synthetic patches, real images: screening for centrosome aberrations in EM images of human cancer cells
| Artem LukoyanovIsabella HaberboschConstantin PapeAlwin KraemerYannick SchwabAnna Kreshuk
2019-08-27
Gated Convolutional Networks with Hybrid Connectivity for Image Classification
Chuanguang YangZhulin AnHui ZhuXiaolong HuKun ZhangKaiqiang XuChao LiYongjun Xu
2019-08-26
Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans
Yucheng LiuNaji KhosravanYulin LiuJoseph StemberJonathan ShoagChristopher E. BarbieriUlas BagciSachin Jambawalikar
2019-08-26
End-to-End Conditional GAN-based Architectures for Image Colourisation
Marc GórrizMarta MrakAlan F. SmeatonNoel E. O'Connor
2019-08-26
Plexus Convolutional Neural Network (PlexusNet): A novel neural network architecture for histologic image analysis
Okyaz EminagaMahmoud AbbasChristian KunderAndreas M. LoeningJeanne ShenJames D. BrooksCurtis P. LanglotzDaniel L. Rubin
2019-08-24
Mish: A Self Regularized Non-Monotonic Neural Activation Function
| Diganta Misra
2019-08-23
Image based cellular contractile force evaluation with small-world network inspired CNN: SW-UNet
Li HonghanDaiki MatsunagaTsubasa S. MatsuiHiroki AosakiShinji Deguchi
2019-08-23
No Fear of the Dark: Image Retrieval under Varying Illumination Conditions
Tomas JenicekOndřej Chum
2019-08-23
Lung segmentation on chest x-ray images in patients with severe abnormal findings using deep learning
Mizuho NishioKoji FujimotoKaori Togashi
2019-08-21
U-Net Training with Instance-Layer Normalization
Xiao-Yun ZhouPeichao LiZhao-Yang WangGuang-Zhong Yang
2019-08-21
Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior
Yixing HuangAlexander PreuhsGuenter LauritschMichael ManhartXiaolin HuangAndreas Maier
2019-08-19
EigenRank by Committee: A Data Subset Selection and Failure Prediction paradigm for Robust Deep Learning based Medical Image Segmentation
Bilwaj GaonkarAlex BuiLuke Macyszyn
2019-08-17
A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems
Meng TangYimin LiuLouis J. Durlofsky
2019-08-16
Mask Mining for Improved Liver Lesion Segmentation
Karsten RothJürgen HesserTomasz Konopczyński
2019-08-14
Automatic detection and diagnosis of sacroiliitis in CT scans as incidental findings
Yigal ShenkmanBilal QutteinehLeo JoskowiczAdi SzeskinYusef AzraqArnaldo MayerIris Eshed
2019-08-14
LIP: Local Importance-based Pooling
| Ziteng GaoLimin WangGangshan Wu
2019-08-12
Automated Brain Tumour Segmentation Using Deep Fully Residual Convolutional Neural Networks
Indrajit Mazumdar
2019-08-12
Semi-Supervised Multi-Task Learning With Chest X-Ray Images
Abdullah-Al-Zubaer ImranDemetri Terzopoulos
2019-08-10
Multi Scale Supervised 3D U-Net for Kidney and Tumor Segmentation
Wenshuai ZhaoZengfeng Zeng
2019-08-09
Hyper Vision Net: Kidney Tumor Segmentation Using Coordinate Convolutional Layer and Attention Unit
D. SabarinathanM. Parisa BehamS. M. Md. Mansoor Roomi
2019-08-09
AxoNet: an AI-based tool to count retinal ganglion cell axons
Matthew D. RitchBailey G. HannonA. Thomas ReadAndrew J. FeolaGrant A. CullJuan ReynaudJohn C. MorrisonClaude F. BurgoyneMachelle T. PardueC. Ross Ethier
2019-08-08
Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization
Dennis BangaPeter Waiganjo
2019-08-06
An attempt at beating the 3D U-Net
| Fabian IsenseeKlaus H. Maier-Hein
2019-08-06
Knee menisci segmentation and relaxometry of 3D ultrashort echo time (UTE) cones MR imaging using attention U-Net with transfer learning
Michal ByraMei WuXiaodong ZhangHyungseok JangYa-Jun MaEric Y ChangSameer ShahJiang Du
2019-08-05
U-Net Fixed-Point Quantization for Medical Image Segmentation
| MohammadHossein AskariHemmatSina HonariLucas RouhierChristian S. PeroneJulien Cohen-AdadYvon SavariaJean-Pierre David
2019-08-02
Deep Learning architectures for generalized immunofluorescence based nuclear image segmentation
| Florian KrompLukas FischerEva BozsakyInge AmbrosWolfgang DoerrSabine Taschner-MandlPeter AmbrosAllan Hanbury
2019-07-30
Semantic Deep Intermodal Feature Transfer: Transferring Feature Descriptors Between Imaging Modalities
Sebastian P. KleinschmidtBernardo Wagner
2019-07-26
Automatic Calcium Scoring in Cardiac and Chest CT Using DenseRAUnet
Jiechao MaRongguo Zhang
2019-07-26
Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation
| Reuben DorentSamuel JoutardMarc ModatSébastien OurselinTom Vercauteren
2019-07-25
A CNN-based tool for automatic tongue contour tracking in ultrasound images
| Jian ZhuWill StylerIan Calloway
2019-07-24
Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images
Chen ChenCarlo BiffiGiacomo TarroniSteffen PetersenWenjia BaiDaniel Rueckert
2019-07-23
Domain specific cues improve robustness of deep learning based segmentation of ct volumes
Marie KloenneSebastian NiehausLeonie LampeAlberto MerolaJanis ReineltIngo RoederNico Scherf
2019-07-23
Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalized Musculoskeletal Modeling
Yuta HiasaYoshito OtakeMasaki TakaoTakeshi OgawaNobuhiko SuganoYoshinobu Sato
2019-07-21
Data augmentation with Symbolic-to-Real Image Translation GANs for Traffic Sign Recognition
Nour SoufiMatias Valdenegro-Toro
2019-07-17
A fully 3D multi-path convolutional neural network with feature fusion and feature weighting for automatic lesion identification in brain MRI images
Yunzhe XueMeiyan XieFadi G. FarhatOlga BoukrinaA. M. BarrettJeffrey R. BinderUsman W. RoshanWilliam W. Graves
2019-07-17
CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation
Hongying LiuXiongjie ShenFanhua ShangFei Wang
2019-07-17
A Divide-and-Conquer Approach towards Understanding Deep Networks
Weilin FuKatharina BreiningerRoman SchaffertNishant RavikumarAndreas Maier
2019-07-14
Towards Robust Voice Pathology Detection
Pavol HararZoltan GalazJesus B. Alonso-HernandezJiri MekyskaRadim BurgetZdenek Smekal
2019-07-13
Deep Active Learning for Axon-Myelin Segmentation on Histology Data
| Melanie Lubrano di ScandaleaChristian S. PeroneMathieu BoudreauJulien Cohen-Adad
2019-07-11
Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography
| Aleksei TiulpinMikko FinniläPetri LehenkariHeikki J. NieminenSimo Saarakkala
2019-07-11
Enhanced generative adversarial network for 3D brain MRI super-resolution
Jiancong WangYuhua ChenYifan WuJianbo ShiJames Gee
2019-07-10
Dual Dynamic Inference: Enabling More Efficient, Adaptive and Controllable Deep Inference
Yue WangJianghao ShenTing-Kuei HuPengfei XuTan NguyenRichard BaraniukZhangyang WangYingyan Lin
2019-07-10
One Shot Learning for Deformable Medical Image Registration and Periodic Motion Tracking
| Tobias FechterDimos Baltas
2019-07-10
DSNet: Automatic Dermoscopic Skin Lesion Segmentation
| Md. Kamrul HasanLavsen DahalPrasad N. SamarakoonFakrul Islam TusharRobert Marti Marly
2019-07-09
Void region segmentation in ball grid array using u-net approach and synthetic data
Vijay Kumar NeeluruVikas Ahuja
2019-07-07
Multi-level Wavelet Convolutional Neural Networks
| Pengju LiuHongzhi ZhangWei LianWangmeng Zuo
2019-07-06
AI-based evaluation of the SDGs: The case of crop detection with earth observation data
Natalia EfremovaDennis WestDmitry Zausaev
2019-07-05
Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction
Wenjia BaiChen ChenGiacomo TarroniJinming DuanFlorian GuittonSteffen E. PetersenYike GuoPaul M. MatthewsDaniel Rueckert
2019-07-05
DeepAAA: clinically applicable and generalizable detection of abdominal aortic aneurysm using deep learning
Jen-Tang LuRupert BrooksStefan HahnJin ChenVarun BuchGopal KotechaKatherine P. AndrioleBrian GhoshhajraJoel PintoPaul VozilaMark MichalskiNeil A. Tenenholtz
2019-07-04
The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification
| Khaled KoutiniHamid Eghbal-zadehMatthias DorferGerhard Widmer
2019-07-03
Image Super-Resolution Using Attention Based DenseNet with Residual Deconvolution
Zhuangzi Li
2019-07-03
Using Deep Learning to Count Albatrosses from Space
Ellen BowlerPeter T. FretwellGeoffrey FrenchMichal Mackiewicz
2019-07-03
Supervised Uncertainty Quantification for Segmentation with Multiple Annotations
Shi HuDaniel WorrallStefan KnegtBas VeelingHenkjan HuismanMax Welling
2019-07-03
Seismic data denoising and deblending using deep learning
Alan RichardsonCaelen Feller
2019-07-02
Conditioned-U-Net: Introducing a Control Mechanism in the U-Net for Multiple Source Separations
| Gabriel Meseguer-BrocalGeoffroy Peeters
2019-07-02
SkeletonNet: Shape Pixel to Skeleton Pixel
Sabari NathanPriya Kansal
2019-07-02
Global Pixel Transformers for Virtual Staining of Microscopy Images
Yi LiuHao YuanZhengyang WangShuiwang Ji
2019-07-01
Improving 3D U-Net for Brain Tumor Segmentation by Utilizing Lesion Prior
Po-Yu KaoJefferson W. ChenB. S. Manjunath
2019-06-29
Place recognition in gardens by learning visual representations: data set and benchmark analysis
Maria Leyva-VallinaNicola StrisciuglioNicolai Petkov
2019-06-28
Automated Segmentation of Hip and Thigh Muscles in Metal Artifact-Contaminated CT using Convolutional Neural Network-Enhanced Normalized Metal Artifact Reduction
Mitsuki SakamotoYuta HiasaYoshito OtakeMasaki TakaoYuki SuzukiNobuhiko SuganoYoshinobu Sato
2019-06-27
A Novel Deep Learning Based Approach for Left Ventricle Segmentation in Echocardiography: MFP-Unet
Shakiba MoradiMostafa Ghelich-OghliAzin AlizadehaslIsaac ShiriNiki OveisiMehrdad OveisiMajid MalekiJan Dhooge
2019-06-25
Image to Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography
| Mohammad EslamiSolale TabarestaniShadi AlbarqouniEhsan AdeliNassir NavabMalek Adjouadi
2019-06-24
Respiratory Motion Correction in Abdominal MRI using a Densely Connected U-Net with GAN-guided Training
Wenhao JiangZhiyu LiuKit-Hang LeeShihui ChenYui-Lun NgQi DouHing-Chiu ChangKa-Wai Kwok
2019-06-24
Reconciling Utility and Membership Privacy via Knowledge Distillation
Virat ShejwalkarAmir Houmansadr
2019-06-15
Single Image Super-resolution via Dense Blended Attention Generative Adversarial Network for Clinical Diagnosis
Kewen LiuYuan MaHongxia XiongZejun YanZhijun ZhouChaoyang LiuPanpan FangXiaojun LiYalei Chen
2019-06-15
Accelerating temporal action proposal generation via high performance computing
Tian WangShiye LeiYouyou JiangChoi ChangHichem SnoussiGuangcun Shan
2019-06-15
Adversarial Robustness Assessment: Why both $L_0$ and $L_\infty$ Attacks Are Necessary
| Shashank KotyanDanilo Vasconcellos Vargas
2019-06-14
A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation
| Robin BrüggerChristian F. BaumgartnerEnder Konukoglu
2019-06-14
Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification
| Christoph HaarburgerMichael BaumgartnerDaniel TruhnMirjam BroeckmannHannah SchneiderSimone SchradingChristiane KuhlDorit Merhof
2019-06-14
Scalable Neural Architecture Search for 3D Medical Image Segmentation
Sungwoong KimIldoo KimSungbin LimWoonhyuk BaekChiheon KimHyungjoo ChoBoogeon YoonTaesup Kim
2019-06-13
Dense Deformation Network for High Resolution Tissue Cleared Image Registration
Abdullah NazibClinton FookesDimitri Perrin
2019-06-13
Parameterized Structured Pruning for Deep Neural Networks
Guenther SchindlerWolfgang RothFranz PernkopfHolger Froening
2019-06-12
`Project & Excite' Modules for Segmentation of Volumetric Medical Scans
| Anne-Marie RickmannAbhijit Guha RoyIgnacio SarasuaNassir NavabChristian Wachinger
2019-06-11
Recurrent U-Net for Resource-Constrained Segmentation
Wei WangKaicheng YuJoachim HugonotPascal FuaMathieu Salzmann
2019-06-11
Associative Convolutional Layers
| Hamed OmidvarVahideh AkhlaghiMassimo FranceschettiRajesh K. Gupta
2019-06-10
Transfer Learning for Ultrasound Tongue Contour Extraction with Different Domains
M. Hamed MozaffariWon-Sook Lee
2019-06-10
Extreme Points Derived Confidence Map as a Cue For Class-Agnostic Segmentation Using Deep Neural Network
| Shadab KhanAhmed H. ShahinJavier VillafruelaJianbing ShenLing Shao
2019-06-06
AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation
Pierrick CoupéBoris MansencalMichaël ClémentRémi GiraudBaudouin Denis de SennevilleVinh-Thong TaVincent LepetitJosé V. Manjon
2019-06-05
Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks
Ningning ZhaoNuo TongDan RuanKe Sheng
2019-06-05
End-to-End Learning of Geometric Deformations of Feature Maps for Virtual Try-On
Thibaut IssenhuthJérémie MaryClément Calauzènes
2019-06-04
Reversible GANs for Memory-Efficient Image-To-Image Translation
| Tycho F.A. van der Ouderaa Daniel E. Worrall
2019-06-01
Enhanced Pix2pix Dehazing Network
Yanyun Qu Yizi Chen Jingying Huang Yuan Xie
2019-06-01
A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities
| Simon A. A. KohlBernardino Romera-ParedesKlaus H. Maier-HeinDanilo Jimenez RezendeS. M. Ali EslamiPushmeet KohliAndrew ZissermanOlaf Ronneberger
2019-05-30
Coherent Semantic Attention for Image Inpainting
| Hongyu LiuBin JiangYi XiaoChao Yang
2019-05-29
Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT
Philipp SeeböckJosé Ignacio OrlandoThomas SchleglSebastian M. WaldsteinHrvoje BogunovićSophie KlimschaGeorg LangsUrsula Schmidt-Erfurth
2019-05-29
OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks
| Jiashi LiQi QiJingyu WangCe GeYujian LiZhangzhang YueHaifeng Sun
2019-05-28
GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-based Real-world Noise Modeling
| Dong-Wook KimJae Ryun ChungSeung-Won Jung
2019-05-27
Locality-Promoting Representation Learning
Johannes Schneider
2019-05-25
FSD: Feature Skyscraper Detector for Stem End and Blossom End of Navel Orange
Xiaoye SunGongyan LiShaoyun Xu
2019-05-24
WPU-Net: Boundary Learning by Using Weighted Propagation in Convolution Network
| Boyuan MaChuni LiuXiaojuan BanHao WangWeihua XueHaiyou Huang
2019-05-22
Underwater Color Restoration Using U-Net Denoising Autoencoder
Yousif HashishoMohamad AlbadawiTom KrauseUwe Freiherr von Lukas
2019-05-22
Overview of image-to-image translation using deep neural networks: denoising, super-resolution, modality-conversion, and reconstruction in medical imaging
Shizuo KajiSatoshi Kida
2019-05-21
U-Net Based Multi-instance Video Object Segmentation
Heguang LiuJingle Jiang
2019-05-19
A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT
Sulaiman VesalNishant RavikumarAndreas Maier
2019-05-19
TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes
Tae Joon JunYoungsub EomDohyeun KimCherry KimJi-Hye ParkHoang Minh NguyenDaeyoung Kim
2019-05-16
Dynamic Neural Network Channel Execution for Efficient Training
Simeon E. SpasovPietro Lio
2019-05-15
Learning-based Single-step Quantitative Susceptibility Mapping Reconstruction Without Brain Extraction
Hongjiang WeiSteven CaoYuyao ZhangXiaojun GuanFuhua YanKristen W. YeomChunlei Liu
2019-05-15
Efficient Ladder-style DenseNets for Semantic Segmentation of Large Images
| Ivan KrešoJosip KrapacSiniša Šegvić
2019-05-14
End to End Recognition System for Recognizing Offline Unconstrained Vietnamese Handwriting
Anh Duc LeHung Tuan NguyenMasaki Nakagawa
2019-05-14
Learning to Groove with Inverse Sequence Transformations
Jon GillickAdam RobertsJesse EngelDouglas EckDavid Bamman
2019-05-14
T-Net: Nested encoder-decoder architecture for the main vessel segmentation in coronary angiography
Tae Joon JunJihoon KweonYoung-Hak KimDaeyoung Kim
2019-05-10
Semantic Segmentation of Seismic Images
Daniel CivitareseDaniela SzwarcmanEmilio Vital BrazilBianca Zadrozny
2019-05-10
QSMGAN: Improved Quantitative Susceptibility Mapping using 3D Generative Adversarial Networks with Increased Receptive Field
Yicheng ChenAngela JakarySivakami AvadiappanChristopher P. HessJanine M. Lupo
2019-05-08
Cutting Down Training Memory by Re-fowarding
Jianwei FengDong Huang
2019-05-01
Learning to Search Efficient DenseNet with Layer-wise Pruning
Xuanyang ZhangHao liuZhanxing ZhuZenglin Xu
2019-05-01
Detecting Out-Of-Distribution Samples Using Low-Order Deep Features Statistics
Igor M. QuintanilhaRoberto de M. E. FilhoJosé LezamaMauricio DelbracioLeonardo O. Nunes
2019-05-01
Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation
| Jiaming LiuChi-Hao WuYuzhi WangQin XuYuqian ZhouHaibin HuangChuan WangShaofan CaiYifan DingHaoqiang FanJue Wang
2019-04-29
Automatic Traffic Sign Detection and Recognition Using SegU-Net and a Modified Tversky Loss Function With L1-Constraint
Uday KamalThamidul Islam TonmoySowmitra Dasand Md. Kamrul Hasan
2019-04-26
Making Convolutional Networks Shift-Invariant Again
| Richard Zhang
2019-04-25
Skin Cancer Segmentation and Classification with NABLA-N and Inception Recurrent Residual Convolutional Networks
Md Zahangir AlomTheus AspirasTarek M. TahaVijayan K. Asari
2019-04-25
Ultrasound segmentation using U-Net: learning from simulated data and testing on real data
Bahareh BehboodiHassan Rivaz
2019-04-24
Attention-guided Network for Ghost-free High Dynamic Range Imaging
| Qingsen YanDong GongQinfeng ShiAnton van den HengelChunhua ShenIan ReidYanning Zhang
2019-04-23
Lung Nodule Classification using Deep Local-Global Networks
| Mundher Al-ShabiBoon Leong LanWai Yee ChanKwan-Hoong NgMaxine Tan
2019-04-23
Chunkflow: Distributed Hybrid Cloud Processing of Large 3D Images by Convolutional Nets
| Jingpeng WuWilliam M. SilversmithKisuk LeeH. Sebastian Seung
2019-04-23
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection
| Youngwan LeeJoong-won HwangSangrok LeeYuseok BaeJongyoul Park
2019-04-22
Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net
Yunze ManYangsibo HuangJunyi FengXi LiFei Wu
2019-04-19
Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases
Md Zahangir AlomTheus AspirasTarek M. TahaVijayan K. AsariTJ BowenDave BilliterSimon Arkell
2019-04-19
Do Lateral Views Help Automated Chest X-ray Predictions?
Hadrien BertrandMohammad HashirJoseph Paul Cohen
2019-04-17
USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets
Leonardo RundoChanghee HanYudai NaganoJin ZhangRyuichiro HatayaCarmelo MilitelloAndrea TangherloniMarco S. NobileClaudio FerrettiDaniela BesozziMaria Carla GilardiSalvatore VitabileGiancarlo MauriHideki NakayamaPaolo Cazzaniga
2019-04-17
Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting
| Yanhong ZengJianlong FuHongyang ChaoBaining Guo
2019-04-16
Suction Grasp Region Prediction using Self-supervised Learning for Object Picking in Dense Clutter
Quanquan ShaoJie HuWeiming WangYi FangWenhai LiuJin QiJin Ma
2019-04-16
UNI-EM: An Environment for Deep Neural Network-Based Automated Segmentation of Neuronal Electron Microscopic Images
| Hidetoshi UrakuboTorsten BullmannYoshiyuki KubotaShigeyuki ObaShin Ishii
2019-04-12
Compressing deep neural networks by matrix product operators
| Ze-Feng GaoSong ChengRong-Qiang HeZ. Y. XieHui-Hai ZhaoZhong-Yi LuTao Xiang
2019-04-11
Retinal Vessels Segmentation Based on Dilated Multi-Scale Convolutional Neural Network
Yun JiangNing TanTingting PengHai Zhang
2019-04-11
DSNet: An Efficient CNN for Road Scene Segmentation
Ping-Rong ChenHsueh-Ming HangSheng-Wei ChanJing-Jhih Lin
2019-04-10
Deep Learning Inversion of Electrical Resistivity Data
Bin LiuQian GuoShucai LiBenchao LiuYuxiao RenYonghao PangXu GuoLanbo LiuPeng Jiang
2019-04-10
Simulation of hyperelastic materials in real-time using Deep Learning
Andrea MendizabalPablo Márquez-NeilaStéphane Cotin
2019-04-10
Audio Source Separation via Multi-Scale Learning with Dilated Dense U-Nets
Vivek Sivaraman NarayanaswamySameeksha KatochJayaraman J. ThiagarajanHuan SongAndreas Spanias
2019-04-08
3D Dilated Multi-Fiber Network for Real-time Brain Tumor Segmentation in MRI
| Chen ChenXiaopeng LiuMeng DingJunfeng ZhengJiangyun Li
2019-04-06
3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation
Magdalini PaschaliStefano GasperiniAbhijit Guha RoyMichael Y. -S. FangNassir Navab
2019-04-05
Revealing Scenes by Inverting Structure from Motion Reconstructions
Francesco PittalugaSanjeev J. KoppalSing Bing KangSudipta N. Sinha
2019-04-05
UU-Nets Connecting Discriminator and Generator for Image to Image Translation
Wu Jionghao
2019-04-04
Segmentation of the Prostatic Gland and the Intraprostatic Lesions on Multiparametic MRI Using Mask-RCNN
Zhenzhen DaiEric CarverChang LiuJoon LeeAharon FeldmanWeiwei ZongMilan PantelicMohamed ElshaikhNing Wen
2019-04-04
Why ResNet Works? Residuals Generalize
Fengxiang HeTongliang LiuDacheng Tao
2019-04-02
Spherical U-Net on Cortical Surfaces: Methods and Applications
Fenqiang ZhaoShunren XiaZhengwang WuDingna DuanLi WangWeili LinJohn H GilmoreDinggang ShenGang Li
2019-04-01
Spatio-Temporal Deep Learning-Based Undersampling Artefact Reduction for 2D Radial Cine MRI with Limited Data
Andreas KoflerMarc DeweyTobias SchaeffterChristian WaldChristoph Kolbitsch
2019-04-01
Multi-vision Attention Networks for On-line Red Jujube Grading
Xiaoye SunLiyan MaGongyan Li
2019-03-31
CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study
Leonardo RundoChanghee HanJin ZhangRyuichiro HatayaYudai NaganoCarmelo MilitelloClaudio FerrettiMarco S. NobileAndrea TangherloniMaria Carla GilardiSalvatore VitabileHideki NakayamaGiancarlo Mauri
2019-03-29
Atrial Fibrillation Detection Using Deep Features and Convolutional Networks
Sara Ross-HoweH. R. Tizhoosh
2019-03-28
DNA: Deeply-supervised Nonlinear Aggregation for Salient Object Detection
Yun LiuMing-Ming ChengXinyu ZhangGuang-Yu NieMeng Wang
2019-03-28
W-Net: Reinforced U-Net for Density Map Estimation
Varun Kannadi ValloliKinal Mehta
2019-03-27
Deep segmentation networks predict survival of non-small cell lung cancer
| Stephen BaekYusen HeBryan G. AllenJohn M. BuattiBrian J. SmithLing TongZhiyu SunJia WuMaximilian DiehnBilly W. LooKristin A. PlichtaSteven N. SeyedinMaggie GannonKatherine R. CabelYusung KimXiaodong Wu
2019-03-26
Region-Adaptive Dense Network for Efficient Motion Deblurring
Kuldeep PurohitA. N. Rajagopalan
2019-03-25
Overcoming Small Minirhizotron Datasets Using Transfer Learning
Weihuang XuGuohao YuAlina ZareBrendan ZurwellerDiane RowlandJoel Reyes-CabreraFelix B FritschiRoser MatamalaThomas E. Juenger
2019-03-22
Deep Learning with Anatomical Priors: Imitating Enhanced Autoencoders in Latent Space for Improved Pelvic Bone Segmentation in MRI
Duc Duy PhamGurbandurdy DovletovSebastian WarwasStefan LandgraeberMarcus JägerJosef Pauli
2019-03-21
Dilated deeply supervised networks for hippocampus segmentation in MRI
| Lukas FolleSulaiman VesalNishant RavikumarAndreas Maier
2019-03-20
Advanced Capsule Networks via Context Awareness
Nguyen Huu PhongBernardete Ribeiro
2019-03-18
ST-UNet: A Spatio-Temporal U-Network for Graph-structured Time Series Modeling
Bing YuHaoteng YinZhanxing Zhu
2019-03-13
Connection Sensitive Attention U-NET for Accurate Retinal Vessel Segmentation
Ruirui LiMingming LiJiacheng LiYating Zhou
2019-03-13
CE-Net: Context Encoder Network for 2D Medical Image Segmentation
| Zaiwang GuJun ChengHuazhu FuKang ZhouHuaying HaoYitian ZhaoTianyang ZhangShenghua GaoJiang Liu
2019-03-07
Phase-aware Speech Enhancement with Deep Complex U-Net
| Hyeong-Seok ChoiJang-Hyun KimJaesung HuhAdrian KimJung-Woo HaKyogu Lee
2019-03-07
A DenseNet Based Approach for Multi-Frame In-Loop Filter in HEVC
Tianyi LiMai XuRen YangXiaoming Tao
2019-03-05
Probability Map Guided Bi-directional Recurrent UNet for Pancreas Segmentation
Jun LiXiaozhu LinHui CheHao LiXiaohua Qian
2019-03-03
MDS-Net: A Model-Driven Stack-Based Fully Convolutional Network for Pancreas Segmentation
Hao LiJun LiXiaozhu LinXiaohua Qian
2019-03-03
Segmentation of Roots in Soil with U-Net
| Abraham George SmithJens PetersenRaghavendra SelvanCamilla Ruø Rasmussen
2019-02-28
Insights into LSTM Fully Convolutional Networks for Time Series Classification
| Fazle KarimSomshubra MajumdarHoushang Darabi
2019-02-27
U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instrument
S. M. Kamrul HasanCristian A. Linte
2019-02-24
Deep CNN-based Speech Balloon Detection and Segmentation for Comic Books
| David DubrayJochen Laubrock
2019-02-21
Automatic Segmentation of Pulmonary Lobes Using a Progressive Dense V-Network
Abdullah-Al-Zubaer ImranAli HatamizadehShilpa P. AnanthXiaowei DingDemetri TerzopoulosNima Tajbakhsh
2019-02-18
Extended 2D Consensus Hippocampus Segmentation
| Diedre CarmoBruna SilvaClarissa YasudaLetícia RittnerRoberto Lotufo
2019-02-12
MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation
| Nabil IbtehazM. Sohel Rahman
2019-02-11
Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation
| Balamurali MurugesanKaushik SarveswaranSharath M ShankaranarayanaKeerthi RamMohanasankar Sivaprakasam
2019-02-11
Sinogram interpolation for sparse-view micro-CT with deep learning neural network
Xu DongSwapnil VekhandeGuohua Cao
2019-02-09
FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation
Chaitanya KaulSuresh ManandharNick Pears
2019-02-08
Reversible GANs for Memory-efficient Image-to-Image Translation
| Tycho F. A. van der OuderaaDaniel E. Worrall
2019-02-07
Automatic Lesion Boundary Segmentation in Dermoscopic Images with Ensemble Deep Learning Methods
Manu GoyalAmanda OakleyPriyanka BansalDarren DanceyMoi Hoon Yap
2019-02-02
ColorNet: Investigating the importance of color spaces for image classification
Shreyank N GowdaChun Yuan
2019-02-01
Comparison of Patch-Based Conditional Generative Adversarial Neural Net Models with Emphasis on Model Robustness for Use in Head and Neck Cases for MR-Only planning
Peter KlagesIlyes BenslimaneSadegh RiyahiJue JiangMargie HuntJoe DeasyHarini VeeraraghavanNeelam Tyagi
2019-02-01
Projection-Based 2.5D U-net Architecture for Fast Volumetric Segmentation
Christoph AngermannMarkus HaltmeierRuth SteigerSergiy Pereverzyev JrElke Gizewski
2019-02-01
Generative Adversarial Networks for geometric surfaces prediction in injection molding
Pierre NagornyThomas LacombeHugues FavreliereMaurice PilletEric PairelRonan Le GoffMarlene WaliJerome LoureauxPatrice Kiener
2019-01-29
Mask-RCNN and U-net Ensembled for Nuclei Segmentation
| Aarno Oskar VuolaSaad Ullah AkramJuho Kannala
2019-01-29
TUNet: Incorporating segmentation maps to improve classification
Yijun Tian
2019-01-27
ACNN: a Full Resolution DCNN for Medical Image Segmentation
Xiao-Yun ZhouJian-Qing ZhengPeichao LiGuang-Zhong Yang
2019-01-26
Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation
Ahmed H. ShahinKarim AmerMustafa A. Elattar
2019-01-26
Joint shape learning and segmentation for medical images using a minimalistic deep network
Balamurali MurugesanKaushik SarveswaranSharath M ShankaranarayanaKeerthi RamMohanasankar Sivaprakasam
2019-01-25
U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for photoreceptor layer segmentation in pathological OCT scans
José Ignacio OrlandoPhilipp SeeböckHrvoje BogunovićSophie KlimschaChristoph GrechenigSebastian WaldsteinBianca S. GerendasUrsula Schmidt-Erfurth
2019-01-23
A deep Convolutional Neural Network for topology optimization with strong generalization ability
Yiquan ZhangBo PengXiaoyi ZhouCheng XiangDalei Wang
2019-01-23
Learning Mutually Local-global U-nets For High-resolution Retinal Lesion Segmentation in Fundus Images
Zizheng YanXiaoguang HanChangmiao WangYuda QiuZixiang XiongShuguang Cui
2019-01-18
CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation
| Kishan Babu KancharaguntaShiv Ram Dubey
2019-01-11
Residual Pyramid FCN for Robust Follicle Segmentation
Zhewei WangWeizhen CaiCharles D. SmithNoriko KantakeThomas J. RosolJundong Liu
2019-01-11
DSConv: Efficient Convolution Operator
Marcelo GennariRoger FawcettVictor Adrian Prisacariu
2019-01-07
Learning-based Optimization of the Under-sampling Pattern in MRI
| Cagla Deniz BahadirAdrian V. DalcaMert R. Sabuncu
2019-01-07
Leishmaniasis Parasite Segmentation and Classification using Deep Learning
Marc GórrizAlbert AparicioBerta RaventósVerónica VilaplanaElisa SayrolDaniel López-Codina
2018-12-30
Residual Dense Network for Image Restoration
| Yulun ZhangYapeng TianYu KongBineng ZhongYun Fu
2018-12-25
Fully Automatic Segmentation of Sublingual Veins from Retrained U-Net Model for Few Near Infrared Images
Tingxiao YangYuichiro YoshimuraAkira MoritaTakao NamikiToshiya Nakaguchi
2018-12-22
Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method
Haruki ImaiSamuel MatzekTung D. LeYasushi NegishiKiyokuni Kawachiya
2018-12-19
PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency Detection
| Nian LiuJunwei HanMing-Hsuan Yang
2018-12-15
Automatic quantification of the LV function and mass: a deep learning approach for cardiovascular MRI
Ariel H. CurialeFlavio D. ColavecchiaGerman Mato
2018-12-14
Fast Mitochondria Detection for Connectomics
Vincent CasserKai KangHanspeter PfisterDaniel Haehn
2018-12-14
ELASTIC: Improving CNNs with Dynamic Scaling Policies
| Huiyu WangAniruddha KembhaviAli FarhadiAlan YuilleMohammad Rastegari
2018-12-13
CFUN: Combining Faster R-CNN and U-net Network for Efficient Whole Heart Segmentation
| Zhanwei XuZiyi WuJianjiang Feng
2018-12-12
Accuracy, Uncertainty, and Adaptability of Automatic Myocardial ASL Segmentation using Deep CNN
Hung P. DoYi GuoAndrew J. YoonKrishna S. Nayak
2018-12-10
Non-local U-Net for Biomedical Image Segmentation
| Zhengyang WangNa ZouDinggang ShenShuiwang Ji
2018-12-10
Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss
Shuman JiaAntoine DespinasseZihao WangHervé DelingetteXavier PennecPierre JaïsHubert CochetMaxime Sermesant
2018-12-06
Cerebrovascular Network Segmentation on MRA Images with Deep Learning
| Pedro SanchesCyril MeyerVincent VigonBenoît Naegel
2018-12-04
Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features
Xue FengNicholas TustisonCraig Meyer
2018-12-03
MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation
Jiawei ZhangYuzhen JinJilan XuXiaowei XuYanchun Zhang
2018-12-02
Graph-Based Global Reasoning Networks
| Yunpeng ChenMarcus RohrbachZhicheng YanShuicheng YanJiashi FengYannis Kalantidis
2018-11-30
Networks for Nonlinear Diffusion Problems in Imaging
Simon ArridgeAndreas Hauptmann
2018-11-29
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network
| Sachin MehtaMohammad RastegariLinda ShapiroHannaneh Hajishirzi
2018-11-28
Dense xUnit Networks
Idan KligvasserTomer Michaeli
2018-11-27
Skin lesion segmentation using U-Net and good training strategies
Fred GuthTeofilo E. deCampos
2018-11-27
Automatic Seismic Salt Interpretation with Deep Convolutional Neural Networks
Yu ZengKebei JiangJie Chen
2018-11-24
Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object Detection
| Paul F. JaegerSimon A. A. KohlSebastian BickelhauptFabian IsenseeTristan Anselm KuderHeinz-Peter SchlemmerKlaus H. Maier-Hein
2018-11-21
Integrating Reinforcement Learning to Self Training for Pulmonary Nodule Segmentation in Chest X-rays
Sejin ParkWoochan HwangKyu-Hwan Jung
2018-11-21
Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks
Raghavendra SelvanThomas KipfMax WellingAntonio Garcia-Uceda JuarezJesper H PedersenJens PetersenMarleen de Bruijne
2018-11-21
Automatic salt deposits segmentation: A deep learning approach
| Mikhail KarchevskiyInsaf AshrapovLeonid Kozinkin
2018-11-21
M2U-Net: Effective and Efficient Retinal Vessel Segmentation for Resource-Constrained Environments
Tim LaibacherTillman WeydeSepehr Jalali
2018-11-19
Localisation via Deep Imagination: learn the features not the map
Jaime SpencerOscar MendezRichard BowdenSimon Hadfield
2018-11-19
A Pretrained DenseNet Encoder for Brain Tumor Segmentation
Jean Stawiaski
2018-11-19
IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet
| Jose DolzChristian DesrosiersIsmail Ben Ayed
2018-11-19
Multimodal Densenet
Faisal MahmoodZiyun YangThomas AshleyNicholas J. Durr
2018-11-18
Residual Convolutional Neural Network Revisited with Active Weighted Mapping
| Jung HyoungHoLee RyongLee SanghwanHwang Wonjun
2018-11-16
Automatic Brain Structures Segmentation Using Deep Residual Dilated U-Net
Hongwei LiAndrii ZhygalloBjoern Menze
2018-11-10
The Method of Multimodal MRI Brain Image Segmentation Based on Differential Geometric Features
Yongpei ZhuZicong ZhouGuojun LiaoQianxi YangKehong Yuan
2018-11-10
Deep Learning Approach for Building Detection in Satellite Multispectral Imagery
Geesara PrathapIlya Afanasyev
2018-11-10
Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches
Md Zahangir AlomChris YakopcicTarek M. TahaVijayan K. Asari
2018-11-08
ColorUNet: A convolutional classification approach to colorization
Vincent BillautMatthieu de RochemonteixMarc Thibault
2018-11-07
Deep feature transfer between localization and segmentation tasks
Szu-Yeu HuAndrew BeersKen ChangKathi HöbelJ. Peter CampbellDeniz ErdogumusStratis IoannidisJennifer DyMichael F. ChiangJayashree Kalpathy-CramerJames M. Brown
2018-11-06
RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans
Qiangguo JinZhaopeng MengChangming SunLeyi WeiRan Su
2018-11-04
DUNet: A deformable network for retinal vessel segmentation
Qiangguo JinZhaopeng MengTuan D. PhamQi ChenLeyi WeiRan Su
2018-11-03
Ischemic Stroke Lesion Segmentation in CT Perfusion Scans using Pyramid Pooling and Focal Loss
S. Mazdak AbulnagaJonathan Rubin
2018-11-02
Dilated DenseNets for Relational Reasoning
Antreas AntoniouAgnieszka SłowikElliot J. CrowleyAmos Storkey
2018-11-01
Performance assessment of the deep learning technologies in grading glaucoma severity
Yi ZhenLei WangHan LiuJian ZhangJiantao Pu
2018-10-31
A Hybrid Frequency-domain/Image-domain Deep Network for Magnetic Resonance Image Reconstruction
| Roberto SouzaRichard Frayne
2018-10-30
Automatically Evolving CNN Architectures Based on Blocks
Yanan SunBing XueMengjie ZhangGary G. Yen
2018-10-28
A Miniaturized Semantic Segmentation Method for Remote Sensing Image
| Shou-Yu ChenGuang-Sheng ChenWei-Peng Jing
2018-10-27
Building Footprint Generation Using Improved Generative Adversarial Networks
Yilei ShiQingyu LiXiao Xiang Zhu
2018-10-26
Spectrogram-channels u-net: a source separation model viewing each channel as the spectrogram of each source
Jaehoon OhDuyeon KimSe-Young Yun
2018-10-26
Baseline Detection in Historical Documents using Convolutional U-Nets
Michael FinkThomas LayerGeorg MackenbrockMichael Sprinzl
2018-10-22
Single Image Haze Removal using a Generative Adversarial Network
| Bharath Raj N.Venkateswaran N
2018-10-22
Dermatologist Level Dermoscopy Skin Cancer Classification Using Different Deep Learning Convolutional Neural Networks Algorithms
| Amirreza RezvantalabHabib SafigholiSomayeh Karimijeshni
2018-10-21
Left Ventricle Segmentation via Optical-Flow-Net from Short-axis Cine MRI: Preserving the Temporal Coherence of Cardiac Motion
Wenjun YanYuanyuan WangZeju LiRob J. van der GeestQian Tao
2018-10-20
On Extensions of CLEVER: A Neural Network Robustness Evaluation Algorithm
| Tsui-Wei WengHuan Zhang