图像生成 - arXivDaily 专题

2102.03558 2021-02-09 cs.CV 57%

SM+: Refined Scale Match for Tiny Person Detection

Nan Jiang, Xuehui Yu, Xiaoke Peng, Yuqi Gong, Zhenjun Han

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Comments 5 pages, 2 figures

1910.10095 2021-01-26 eess.IV cs.CV cs.LG 57%

Image processing in DNA

Chao Pan, S. M. Hossein Tabatabaei Yazdi, S Kasra Tabatabaei, Alvaro G. Hernandez, Charles Schroeder, Olgica Milenkovic

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Comments 5 pages, revision of ICASSP version

2101.08661 2021-01-22 cs.CV cs.LG eess.IV 57%

Regularization via deep generative models: an analysis point of view

Thomas Oberlin, Mathieu Verm

专题命中图像修复：inpainting(abstract)；分类 cs.CV

2101.05130 2021-01-14 eess.IV cs.CV cs.LG 57%

DAEs for Linear Inverse Problems: Improved Recovery with Provable Guarantees

Jasjeet Dhaliwal, Kyle Hambrook

专题命中图像修复：inpainting(abstract)；分类 cs.CV

1904.09105 2021-01-12 cs.CV cs.LG cs.NE 57%

Deep Likelihood Network for Image Restoration with Multiple Degradation Levels

Yiwen Guo, Ming Lu, Wangmeng Zuo, Changshui Zhang, Yurong Chen

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Comments Accepted by IEEE Transactions on Image Processing; 13 pages, 6 figures

2006.08089 2020-12-22 cs.LG cs.CV stat.ML 57%

Generalized Adversarially Learned Inference

Yatin Dandi, Homanga Bharadhwaj, Abhishek Kumar, Piyush Rai

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Comments AAAI 2021 (accepted for publication)

2012.06983 2020-12-15 physics.med-ph cs.CV 57%

LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT

Yi Zhang, Hu Chen, Wenjun Xia, Yang Chen, Baodong Liu, Yan Liu, Huaiqiang Sun, Jiliu Zhou

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Comments 10 pages, 11 figures

2001.00116 2020-12-15 cs.CV cs.CR cs.LG eess.IV 57%

Exploiting the Sensitivity of $L_2$ Adversarial Examples to Erase-and-Restore

Fei Zuo, Qiang Zeng

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Comments Accepted to AsiaCCS'21 on 10/24/2020; 12 pages; the code, datasets, and models will be made publicly available when the paper is presented

2012.05185 2020-12-10 cs.CV 57%

Physics-Guided Spoof Trace Disentanglement for Generic Face Anti-Spoofing

Yaojie Liu, Xiaoming Liu

专题命中图像修复：inpainting(abstract)；分类 cs.CV

2009.01110 2020-12-01 cs.CV cs.AI cs.CR cs.LG 57%

Perceptual Deep Neural Networks: Adversarial Robustness through Input Recreation

Danilo Vasconcellos Vargas, Bingli Liao, Takahiro Kanzaki

专题命中图像修复：inpainting(abstract)；分类 cs.CV

2011.05784 2020-11-30 eess.IV cs.CV 57%

Generative and Discriminative Learning for Distorted Image Restoration

Yi Gu, Yuting Gao, Jie Li, Chentao Wu, Weijia Jia

专题命中图像修复：image editing(abstract)；分类 cs.CV

1912.05018 2020-11-25 eess.IV cs.CV 57%

Source Camera Verification from Strongly Stabilized Videos

Enes Altinisik, Husrev Taha Sencar

专题命中图像修复：inpainting(abstract)；分类 cs.CV

1904.07073 2020-11-24 cs.CV cs.AI 57%

A deep learning framework for quality assessment and restoration in video endoscopy

Sharib Ali, Felix Zhou, Adam Bailey, Barbara Braden, James East, Xin Lu, Jens Rittscher

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Comments 14 pages

Journal ref Medical Image Analysis, 101900(2020)

2011.03705 2020-11-10 cs.CV 57%

Blind Motion Deblurring through SinGAN Architecture

Harshil Jain, Rohit Patil, Indra Deep Mastan, Shanmuganathan Raman

专题命中图像修复：image synthesis(abstract)；分类 cs.CV

Comments Deep Internal Learning: Training with no prior examples. ECCV'2020 Workshop

2010.01810 2020-11-10 cs.CV eess.IV 57%

Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Progressive Step Learning

Kyunghun Kim, Yeohun Yun, Keon-Woo Kang, Kyeongbo Kong, Siyeong Lee, Suk-Ju Kang

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Comments Paper accepted in WACV 2021

2007.03851 2020-10-28 cs.CV cs.LG eess.IV 57%

SiENet: Siamese Expansion Network for Image Extrapolation

Xiaofeng Zhang, Feng Chen, Cailing Wang, Songsong Wu, Ming Tao, Guoping Jiang

专题命中图像修复：inpainting(abstract)；分类 cs.CV

2010.12921 2020-10-27 eess.IV cs.CV 57%

Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration

Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Comments Accepted to TPAMI

2010.12670 2020-10-27 cs.CV 57%

3DBooSTeR: 3D Body Shape and Texture Recovery

Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Djamila Aouada

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Journal ref SHARP Workshop, European Conference on Computer Vision (ECCV), 2020

2009.04433 2020-10-27 eess.IV cs.CV stat.ML 57%

not-so-BigGAN: Generating High-Fidelity Images on Small Compute with Wavelet-based Super-Resolution

Seungwook Han, Akash Srivastava, Cole Hurwitz, Prasanna Sattigeri, David D. Cox

专题命中图像修复：image generation(abstract)；分类 cs.CV

2007.06312 2020-10-02 cs.CV cs.LG 57%

Domain aware medical image classifier interpretation by counterfactual impact analysis

Dimitrios Lenis, David Major, Maria Wimmer, Astrid Berg, Gert Sluiter, Katja Bühler

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Comments Accepted for publication at International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020.This version differs from the published conference version only in a funding agencies name, and additional clarifying changes and references in figure 3

2009.03173 2020-09-30 cs.CV cs.IT cs.LG math.IT 57%

Are Deep Neural Architectures Losing Information? Invertibility Is Indispensable

Yang Liu, Zhenyue Qin, Saeed Anwar, Sabrina Caldwell, Tom Gedeon

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Comments ICONIP 2020

1902.06155 2020-09-24 cs.LG cs.CV stat.ML 57%

Deep Generalized Convolutional Sum-Product Networks

Jos van de Wolfshaar, Andrzej Pronobis

专题命中图像修复：inpainting(abstract)；分类 cs.CV

2008.06828 2020-08-18 cs.CV cs.LG eess.IV 57%

A novel approach to remove foreign objects from chest X-ray images

Hieu X. Le, Phuong D. Nguyen, Thang H. Nguyen, Khanh N. Q. Le, Thanh T. Nguyen

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Comments 9 pages, 7 figures, 7 tables

1909.06319 2020-08-07 cs.LG cs.CV stat.ML 57%

Flow Models for Arbitrary Conditional Likelihoods

Yang Li, Shoaib Akbar, Junier B. Oliva

专题命中图像修复：inpainting(abstract)；分类 cs.CV

1910.06808 2020-07-20 cs.CV math.OC 57%

Cortical-inspired Wilson-Cowan-type equations for orientation-dependent contrast perception modelling

Marcelo Bertalmío, Luca Calatroni, Valentina Franceschi, Benedetta Franceschiello, Dario Prandi

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Comments This is the revised extended invited journal version of the SSVM 2019 conference proceeding arXiv:1812.07425

Journal ref Journal of Mathematical Imaging and Vision 2020

2007.05835 2020-07-14 cs.CV eess.IV 57%

Lightweight Modules for Efficient Deep Learning based Image Restoration

Avisek Lahiri, Sourav Bairagya, Sutanu Bera, Siddhant Haldar, Prabir Kumar Biswas

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Comments Accepted at: IEEE Transactions on Circuits and Systems for Video Technology (Early Access Print) | |Codes Available at: https://github.com/avisekiit/TCSVT-LightWeight-CNNs | Supplementary Document at: https://drive.google.com/file/d/1BQhkh33Sen-d0qOrjq5h8ahw2VCUIVLg/view?usp=sharing

2007.00243 2020-07-07 cs.CV cs.LG eess.IV 57%

BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture

Tiange Xiang, Chaoyi Zhang, Dongnan Liu, Yang Song, Heng Huang, Weidong Cai

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Comments 10 pages, 4 figures, MICCAI2020

1903.08689 2020-07-01 cs.LG cs.CV stat.ML 57%

Implicit Generation and Generalization in Energy-Based Models

Yilun Du, Igor Mordatch

专题命中图像修复：inpainting(abstract)；分类 cs.CV

2004.03145 2020-06-24 eess.IV cs.CV 57%

Plug-and-play ISTA converges with kernel denoisers

Ruturaj G. Gavaskar, Kunal N. Chaudhury

专题命中图像修复：inpainting(abstract)；分类 cs.CV

Comments 5 pages, Accepted to IEEE Signal Processing Letters

2006.04139 2020-06-23 cs.CV 57%

Learning Texture Transformer Network for Image Super-Resolution

Fuzhi Yang, Huan Yang, Jianlong Fu, Hongtao Lu, Baining Guo

专题命中图像修复：image generation(abstract)；分类 cs.CV

Comments Accepted by CVPR 2020

1. 图像修复 1781 篇

SM+: Refined Scale Match for Tiny Person Detection

Image processing in DNA

Regularization via deep generative models: an analysis point of view

DAEs for Linear Inverse Problems: Improved Recovery with Provable Guarantees

Deep Likelihood Network for Image Restoration with Multiple Degradation Levels

Generalized Adversarially Learned Inference

LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT

Exploiting the Sensitivity of $L_2$ Adversarial Examples to Erase-and-Restore

Physics-Guided Spoof Trace Disentanglement for Generic Face Anti-Spoofing

Perceptual Deep Neural Networks: Adversarial Robustness through Input Recreation

Generative and Discriminative Learning for Distorted Image Restoration

Source Camera Verification from Strongly Stabilized Videos

A deep learning framework for quality assessment and restoration in video endoscopy

Blind Motion Deblurring through SinGAN Architecture

Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Progressive Step Learning

SiENet: Siamese Expansion Network for Image Extrapolation

Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration

3DBooSTeR: 3D Body Shape and Texture Recovery

not-so-BigGAN: Generating High-Fidelity Images on Small Compute with Wavelet-based Super-Resolution

Domain aware medical image classifier interpretation by counterfactual impact analysis

Are Deep Neural Architectures Losing Information? Invertibility Is Indispensable

Deep Generalized Convolutional Sum-Product Networks

A novel approach to remove foreign objects from chest X-ray images

Flow Models for Arbitrary Conditional Likelihoods

Cortical-inspired Wilson-Cowan-type equations for orientation-dependent contrast perception modelling

Lightweight Modules for Efficient Deep Learning based Image Restoration

BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture

Implicit Generation and Generalization in Energy-Based Models

Plug-and-play ISTA converges with kernel denoisers

Learning Texture Transformer Network for Image Super-Resolution