Browse > Computer Vision > Image Reconstruction

Image Reconstruction

54 papers with code · Computer Vision

State-of-the-art leaderboards

Greatest papers with code

Unsupervised Monocular Depth Estimation with Left-Right Consistency

CVPR 2017 mrharicot/monodepth

Learning based methods have shown very promising results for the task of depth estimation in single images.

IMAGE RECONSTRUCTION

PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain

arXiv 2019 youyuge34/PI-REC

We propose a universal image reconstruction method to represent detailed images purely from binary sparse edge and flat color domain.

IMAGE RECONSTRUCTION IMAGE-TO-IMAGE TRANSLATION

Generative Adversarial Network in Medical Imaging: A Review

19 Sep 2018xinario/awesome-gan-for-medical-imaging

Generative adversarial networks have gained a lot of attention in the computer vision community due to their capability of data generation without explicitly modelling the probability density function.

DATA AUGMENTATION DOMAIN ADAPTATION IMAGE RECONSTRUCTION IMAGE-TO-IMAGE TRANSLATION MEDICAL IMAGE GENERATION

GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose

CVPR 2018 yzcjtr/GeoNet

We propose GeoNet, a jointly unsupervised learning framework for monocular depth, optical flow and ego-motion estimation from videos.

IMAGE RECONSTRUCTION MOTION ESTIMATION OPTICAL FLOW ESTIMATION

Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network

18 Jul 2017jiny2001/dcscn-super-resolution

A combination of Deep CNNs and Skip connection layers is used as a feature extractor for image features on both local and global area.

IMAGE RECONSTRUCTION IMAGE SUPER-RESOLUTION

Universal Style Transfer via Feature Transforms

NeurIPS 2017 Yijunmaverick/UniversalStyleTransfer

The whitening and coloring transforms reflect a direct matching of feature covariance of the content image to a given style image, which shares similar spirits with the optimization of Gram matrix based cost in neural style transfer.

IMAGE RECONSTRUCTION STYLE TRANSFER

gvnn: Neural Network Library for Geometric Computer Vision

25 Jul 2016ankurhanda/gvnn

We introduce gvnn, a neural network library in Torch aimed towards bridging the gap between classic geometric computer vision and deep learning.

IMAGE RECONSTRUCTION VISUAL ODOMETRY

HDR image reconstruction from a single exposure using deep CNNs

20 Oct 2017gabrieleilertsen/hdrcnn

We demonstrate that our approach can reconstruct high-resolution visually convincing HDR results in a wide range of situations, and that it generalizes well to reconstruction of images captured with arbitrary and low-end cameras that use unknown camera response functions and post-processing.

IMAGE RECONSTRUCTION

Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction

5 Dec 2017js3611/Deep-MRI-Reconstruction

In particular, the proposed architecture embeds the structure of the traditional iterative algorithms, efficiently modelling the recurrence of the iterative reconstruction stages by using recurrent hidden connections over such iterations.

IMAGE RECONSTRUCTION