Image Restoration Using Convolutional Auto-encoders with Symmetric Skip Connections

29 June 2016

Chunhua Shen

Papers citing "Image Restoration Using Convolutional Auto-encoders with Symmetric Skip Connections"

46 / 96 papers shown

Title
Image Super-Resolution Using Attention Based DenseNet with Residual Deconvolution Zhuangzi Li SupR 13 11 0 03 Jul 2019
Noisy-As-Clean: Learning Self-supervised Denoising from the Corrupted Image Jun Xu Yuan Huang Ming-Ming Cheng Li Liu Fan Zhu Xingsong Hou Ling Shao SSL 18 24 0 17 Jun 2019
Two-Stage Peer-Regularized Feature Recombination for Arbitrary Image Style Transfer Jan Svoboda Asha Anoosheh Christian Osendorfer Jonathan Masci GAN 24 80 0 07 Jun 2019
Partial Scanning Transmission Electron Microscopy with Deep Learning Jeffrey M. Ede R. Beanland MedIm 18 22 0 31 May 2019
DSAL-GAN: Denoising based Saliency Prediction with Generative Adversarial Networks Prerana Mukherjee Manoj Sharma Megh Makwana Ajay Pratap Singh Avinash Upadhyay Akkshita Trivedi Brejesh Lall S. Chaudhury GAN 11 8 0 02 Apr 2019
Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding Muhammad Usman Muhammad Asim S. Latif B. Lee Junaid Qadir MedIm DiffM GAN 30 58 0 20 Feb 2019
MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation Nabil Ibtehaz Mohammad Sohel Rahman SSeg 16 1,605 0 11 Feb 2019
Bridging the Gap Between Computational Photography and Visual Recognition Rosaura G. VidalMata Sreya Banerjee Brandon RichardWebster Michael Albright Pedro Davalos ... Wen-Chi Chin Yi-Chun Li M. Lababidi C. Otto Walter J. Scheirer 20 55 0 28 Jan 2019
Domain Translation with Conditional GANs: from Depth to RGB Face-to-Face Matteo Fabbri Guido Borghi Fabio Lanzi R. Vezzani Simone Calderara Rita Cucchiara 3DH CVBM 11 8 0 23 Jan 2019
Motion Blur removal via Coupled Autoencoder Kavya Gupta Brojeshwar Bhowmick A. Majumdar 19 8 0 24 Dec 2018
Multimodal Densenet Faisal Mahmood Ziyun Yang Thomas Ashley Nicholas J. Durr 21 11 0 18 Nov 2018
A Recurrent Graph Neural Network for Multi-Relational Data Xuankai Chang A. Marques G. Giannakis GNN 22 35 0 05 Nov 2018
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction Bolun Zheng Yao-wu Chen Xiang Tian Fan Zhou Xuesong Liu 24 78 0 18 Oct 2018
S-Net: A Scalable Convolutional Neural Network for JPEG Compression Artifact Reduction Bolun Zheng Rui Sun Xiang Tian Yao-wu Chen 27 21 0 18 Oct 2018
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network Qiang Zhang Qiangqiang Yuan Jie Li Xinxin Liu Huanfeng Shen Liangpei Zhang 20 132 0 01 Oct 2018
Image Reconstruction Using Deep Learning Po-Yu Liu E. Lam 18 11 0 27 Sep 2018
Deep End-to-end Fingerprint Denoising and Inpainting Youness Mansar 14 6 0 31 Jul 2018
Improving Electron Micrograph Signal-to-Noise with an Atrous Convolutional Encoder-Decoder Jeffrey M. Ede 33 1 0 30 Jul 2018
Adaptive Importance Learning for Improving Lightweight Image Super-resolution Network Lei Zhang Peng Wang Chunhua Shen Lingqiao Liu Wei Wei Yanning Zhang Anton van den Hengel SupR 28 41 0 05 Jun 2018
Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network Qiangqiang Yuan Qiang Zhang Jie Li Huanfeng Shen Liangpei Zhang 43 370 0 01 Jun 2018
Deep Speech Denoising with Vector Space Projections Jeff Hetherly Paul Gamble M. Barrios Cory Stephenson Karl S. Ni 13 0 0 27 Apr 2018
View Extrapolation of Human Body from a Single Image Hao Zhu Hao Su Peng Wang Xun Cao Ruigang Yang 3DH 22 51 0 11 Apr 2018
Noise2Noise: Learning Image Restoration without Clean Data J. Lehtinen Jacob Munkberg J. Hasselgren S. Laine Tero Karras M. Aittala Timo Aila 40 1,582 0 12 Mar 2018
Solving Inverse Computational Imaging Problems using Deep Pixel-level Prior Akshat Dave Anil Kumar Vadathya R. Subramanyam R. Baburajan Kaushik Mitra 30 22 0 27 Feb 2018
Single Image Reflection Removal Using Deep Encoder-Decoder Network Zhixiang Chi Xiaolin Wu X. Shu Jinjin Gu 13 29 0 31 Jan 2018
Denoising Arterial Spin Labeling Cerebral Blood Flow Images Using Deep Learning Danfeng Xie L. Bai Ze Wang AI4CE 17 10 0 29 Jan 2018
Deep Chain HDRI: Reconstructing a High Dynamic Range Image from a Single Low Dynamic Range Image Siyeong Lee Gwon Hwan An Suk-ju Kang 3DV 25 105 0 19 Jan 2018
Learning Implicit Brain MRI Manifolds with Deep Learning Camilo Bermudez A. Plassard L. Davis A. Newton Susan M. Resnick Bennett A. Landman DiffM MedIm 32 127 0 05 Jan 2018
A Multi-Scale and Multi-Depth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening Qiangqiang Yuan Yancong Wei Xiangchao Meng Huanfeng Shen Liangpei Zhang 27 463 0 28 Dec 2017
TV-GAN: Generative Adversarial Network Based Thermal to Visible Face Recognition Teng Zhang Arnold Wiliem Siqi Yang Brian C. Lovell GAN CVBM PICV ViT 21 100 0 07 Dec 2017
Disentangling Factors of Variation by Mixing Them Qiyang Hu Attila Szabó Tiziano Portenier Matthias Zwicker Paolo Favaro OCL CoGe DRL 20 76 0 20 Nov 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 74 7,284 0 27 Oct 2017
Towards CT-quality Ultrasound Imaging using Deep Learning S. Vedula Ortal Senouf A. Bronstein O. Michailovich M. Zibulevsky MedIm 19 43 0 17 Oct 2017
Learning Pixel-Distribution Prior with Wider Convolution for Image Denoising Peng Liu R. Fang 18 17 0 28 Jul 2017
An Iterative BP-CNN Architecture for Channel Decoding Fei Liang Cong Shen Feng Wu 29 236 0 18 Jul 2017
Wide Inference Network for Image Denoising via Learning Pixel-distribution Prior Peng Liu R. Fang 22 37 0 17 Jul 2017
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk Paul Hand V. Voroninski UQCV 41 137 0 22 May 2017
Scene Text Eraser Toshiki Nakamura Anna Zhu Keiji Yanai S. Uchida 21 61 0 08 May 2017
Generative Convolutional Networks for Latent Fingerprint Reconstruction Jan Svoboda Federico Monti M. Bronstein 6 38 0 04 May 2017
Convolutional Neural Pyramid for Image Processing Xiaoyong Shen Ying-Cong Chen Xin Tao Jiaya Jia 26 36 0 07 Apr 2017
WaterGAN: Unsupervised Generative Network to Enable Real-time Color Correction of Monocular Underwater Images Jie Li Katherine A. Skinner Ryan Eustice Matthew Johnson-Roberson GAN 14 668 0 23 Feb 2017
Compressive Image Recovery Using Recurrent Generative Model Akshat Dave Anil Kumar Vadathya Kaushik Mitra GAN 27 21 0 13 Dec 2016
From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur Dong Gong Jie-jin Yang Lingqiao Liu Yanning Zhang Ian Reid Chunhua Shen Anton Van Den Hengel Javen Qinfeng Shi 28 393 0 08 Dec 2016
Deep Learning with Energy-efficient Binary Gradient Cameras Suren Jayasuriya Orazio Gallo Liang Feng Jan Kautz 18 5 0 03 Dec 2016
Learning Deep Representations Using Convolutional Auto-encoders with Symmetric Skip Connections Jianfeng Dong Xiao-Jiao Mao Chunhua Shen Yubin Yang SSL 16 6 0 28 Nov 2016
DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification Shu Zhang Ran He Tieniu Tan CVBM 3DH 35 72 0 16 Nov 2016