Search Results for author: Dan Song

Found 15 papers, 7 papers with code

Better Fit: Accommodate Variations in Clothing Types for Virtual Try-on

no code implementations13 Mar 2024 Xuanpu Zhang, Dan Song, Pengxin Zhan, QingGuo Chen, Kuilong Liu, AnAn Liu

Image-based virtual try-on aims to transfer target in-shop clothing to a dressed model image, the objectives of which are totally taking off original clothing while preserving the contents outside of the try-on area, naturally wearing target clothing and correctly inpainting the gap between target clothing and original clothing.

Virtual Try-on

CAT-DM: Controllable Accelerated Virtual Try-on with Diffusion Model

1 code implementation30 Nov 2023 Jianhao Zeng, Dan Song, Weizhi Nie, Hongshuo Tian, Tongtong Wang, AnAn Liu

Image-based virtual try-on enables users to virtually try on different garments by altering original clothes in their photographs.

Denoising Image Generation +1

Image-Based Virtual Try-On: A Survey

1 code implementation8 Nov 2023 Dan Song, Xuanpu Zhang, Juan Zhou, Weizhi Nie, Ruofeng Tong, Mohan Kankanhalli, An-An Liu

In this survey, we provide a comprehensive analysis of the state-of-the-art techniques and methodologies in aspects of pipeline architecture, person representation and key modules such as try-on indication, clothing warping and try-on stage.

Image Generation Virtual Try-on

Temporal-spatial Correlation Attention Network for Clinical Data Analysis in Intensive Care Unit

no code implementations3 Jun 2023 Weizhi Nie, Yuhe Yu, Chen Zhang, Dan Song, Lina Zhao, Yunpeng Bai

Our method can also find key clinical indicators of important outcomes that can be used to improve treatment options.

Instrumental Variable Learning for Chest X-ray Classification

no code implementations20 May 2023 Weizhi Nie, Chen Zhang, Dan Song, Yunpeng Bai, Keliang Xie, AnAn Liu

The chest X-ray (CXR) is commonly employed to diagnose thoracic illnesses, but the challenge of achieving accurate automatic diagnosis through this method persists due to the complex relationship between pathology.

Classification

Chest X-ray Image Classification: A Causal Perspective

no code implementations20 May 2023 Weizhi Nie, Chen Zhang, Dan Song, Lina Zhao, Yunpeng Bai, Keliang Xie, AnAn Liu

The chest X-ray (CXR) is one of the most common and easy-to-get medical tests used to diagnose common diseases of the chest.

Classification Image Classification

Unified Multi-Modal Image Synthesis for Missing Modality Imputation

no code implementations11 Apr 2023 Yue Zhang, Chengtao Peng, Qiuli Wang, Dan Song, Kaiyan Li, S. Kevin Zhou

Besides, we propose a Dynamic Feature Unification Module to integrate information from a varying number of available modalities, which enables the network to be robust to random missing modalities.

Anatomy Image Generation +1

StyleIPSB: Identity-Preserving Semantic Basis of StyleGAN for High Fidelity Face Swapping

1 code implementation CVPR 2023 Diqiong Jiang, Dan Song, Ruofeng Tong, Min Tang

StyleIPSB gives us a novel tool for high-fidelity face swapping, and we propose a three-stage framework for face swapping with StyleIPSB.

Attribute Face Swapping

CTooth+: A Large-scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation

1 code implementation2 Aug 2022 Weiwei Cui, Yaqi Wang, Yilong Li, Dan Song, Xingyong Zuo, Jiaojiao Wang, Yifan Zhang, Huiyu Zhou, Bung san Chong, Liaoyuan Zeng, Qianni Zhang

This work provides a new benchmark for the tooth volume segmentation task, and the experiment can serve as the baseline for future AI-based dental imaging research and clinical application development.

Active Learning Segmentation

Multispectral Pedestrian Detection via Simultaneous Detection and Segmentation

1 code implementation14 Aug 2018 Chengyang Li, Dan Song, Ruofeng Tong, Min Tang

To narrow this gap, we propose a network fusion architecture, which consists of a multispectral proposal network to generate pedestrian proposals, and a subsequent multispectral classification network to distinguish pedestrian instances from hard negatives.

Autonomous Driving Pedestrian Detection +1

Illumination-aware Faster R-CNN for Robust Multispectral Pedestrian Detection

no code implementations14 Mar 2018 Chengyang Li, Dan Song, Ruofeng Tong, Min Tang

Multispectral images of color-thermal pairs have shown more effective than a single color channel for pedestrian detection, especially under challenging illumination conditions.

Pedestrian Detection

Automated Generation of Geometric Theorems from Images of Diagrams

no code implementations6 Jun 2014 Xiaoyu Chen, Dan Song, Dongming Wang

We propose an approach to generate geometric theorems from electronic images of diagrams automatically.

Management

Cannot find the paper you are looking for? You can Submit a new open access paper.