图像生成 - arXivDaily 专题

2006.10250 2020-06-20 cs.CV eess.IV 57%

Progressively Unfreezing Perceptual GAN

Jinxuan Sun, Yang Chen, Junyu Dong, Guoqiang Zhong

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

2006.09142 2020-06-17 cs.CV 57%

Cogradient Descent for Bilinear Optimization

Li'an Zhuo, Baochang Zhang, Linlin Yang, Hanlin Chen, Qixiang Ye, David Doermann, Guodong Guo, Rongrong Ji

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

Comments 9 pages, 6 figures

2005.14036 2020-06-17 eess.IV cs.CV cs.LG stat.ML 57%

Image Restoration from Parametric Transformations using Generative Models

Kalliopi Basioti, George V. Moustakides

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

2005.07335 2020-05-18 eess.IV cs.GR 57%

Single Image HDR Reconstruction Using a CNN with Masked Features and Perceptual Loss

Marcel Santana Santos, Tsang Ing Ren, Nima Khademi Kalantari

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

Comments 10 pages, 13 figures, to be published in ACM SIGGRAPH 2020. For project page see http://faculty.cs.tamu.edu/nimak/Papers/SIGGRAPH2020_HDR/

2004.06409 2020-04-15 cs.CV eess.IV 57%

Divergence-Based Adaptive Extreme Video Completion

Majed El Helou, Ruofan Zhou, Frank Schmutz, Fabrice Guibert, Sabine Süsstrunk

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

Journal ref IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020)

1911.12207 2020-04-09 cs.CV 57%

Orthogonal Convolutional Neural Networks

Jiayun Wang, Yubei Chen, Rudrasis Chakraborty, Stella X. Yu

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

Comments To appear in CVPR 2020, project page: http://pwang.pw/ocnn.html

2004.02331 2020-04-07 cs.CV 57%

Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics

Simon Jenni, Hailin Jin, Paolo Favaro

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

Comments CVPR 2020 (oral)

2004.01610 2020-04-06 cs.CV cs.LG eess.IV 57%

Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis

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

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

Comments Accepted for publication at IEEE International Symposium on Biomedical Imaging (ISBI) 2020

2003.12931 2020-03-31 cs.CV 57%

Co-occurrence Background Model with Superpixels for Robust Background Initialization

Wenjun Zhou, Yuheng Deng, Bo Peng, Dong Liang, Shun'ichi Kaneko

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

2003.12870 2020-03-31 cs.CV 57%

Refined Plane Segmentation for Cuboid-Shaped Objects by Leveraging Edge Detection

Alexander Naumann, Laura Dörr, Niels Ole Salscheider, Kai Furmans

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

2003.12597 2020-03-31 stat.ML cs.CV cs.LG physics.comp-ph 57%

GAN-based Priors for Quantifying Uncertainty

Dhruv V. Patel, Assad A. Oberai

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

1906.08763 2020-03-31 cs.CV cs.LG stat.ML 57%

Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors

Gauri Jagatap, Chinmay Hegde

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

Comments NeurIPS 2019 version with few modifications

Journal ref NeurIPS 2019

1910.14634 2020-02-25 cs.LG cs.CV cs.IT math.IT stat.ML 57%

Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators

Reinhard Heckel, Mahdi Soltanolkotabi

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

Comments final ICRL version; simplifications in the proof

Journal ref International Conference on Learning Representations (ICLR) 2020

2002.09280 2020-02-24 cs.CV 57%

Learning to Inpaint by Progressively Growing the Mask Regions

Mohamed Abbas Hedjazi, Yakup Genc

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

Comments ICCV Workshop on Should we preregister experiments in computer vision?, Seoul, South Korea, 2019

2001.08456 2020-02-20 cs.LG cs.CV stat.ML 57%

Ada-LISTA: Learned Solvers Adaptive to Varying Models

Aviad Aberdam, Alona Golts, Michael Elad

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

1912.10960 2020-02-18 cs.CV 57%

Image Outpainting and Harmonization using Generative Adversarial Networks

Basile Van Hoorick

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

2002.03734 2020-02-11 cs.CV eess.IV 57%

Iterative energy-based projection on a normal data manifold for anomaly localization

David Dehaene, Oriel Frigo, Sébastien Combrexelle, Pierre Eline

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

Comments ICLR 2020

1903.04092 2020-02-11 cs.CV 57%

MTRNet: A Generic Scene Text Eraser

Osman Tursun, Rui Zeng, Simon Denman, Sabesan Sivapalan, Sridha Sridharan, Clinton Fookes

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

Comments Presented at ICDAR2019 Conference

1907.09500 2020-02-05 astro-ph.IM cs.CV 57%

deepCR: Cosmic Ray Rejection with Deep Learning

Keming Zhang, Joshua S. Bloom

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

Comments Accepted for publication in ApJ. 12 pages, 6 figures. An open-source Python package, deepCR, which implements the approach in this paper is at https://github.com/profjsb/deepCR. Figures and benchmarks can be reproduced at https://github.com/kmzzhang/deepCR-paper. Blog post describing this work is at https://medium.com/@kemingzhang/deepcr-2fa610655655

2001.04568 2020-01-15 cs.CV cs.HC 57%

180-degree Outpainting from a Single Image

Zhenqiang Ying, Alan Bovik

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

2001.04069 2020-01-14 cs.CV 57%

Natural Image Matting via Guided Contextual Attention

Yaoyi Li, Hongtao Lu

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

Comments AAAI-20

1910.10344 2020-01-03 cs.CV 57%

Facial Expression Restoration Based on Improved Graph Convolutional Networks

Zhilei Liu, Le Li, Yunpeng Wu, Cuicui Zhang

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

Comments Accepted by MMM2020

1912.12688 2020-01-01 cs.CV 57%

Very Long Natural Scenery Image Prediction by Outpainting

Zongxin Yang, Jian Dong, Ping Liu, Yi Yang, Shuicheng Yan

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

Comments ICCV-19

1910.07762 2019-12-23 stat.ML cs.CV cs.LG 57%

Learning Energy-Based Models in High-Dimensional Spaces with Multi-scale Denoising Score Matching

Zengyi Li, Yubei Chen, Friedrich T. Sommer

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

1912.07971 2019-12-18 cs.CV 57%

Conditional Generative ConvNets for Exemplar-based Texture Synthesis

Zi-Ming Wang, Meng-Han Li, Gui-Song Xia

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

1912.07764 2019-12-18 cs.CV eess.IV 57%

Dim the Lights! -- Low-Rank Prior Temporal Data for Specular-Free Video Recovery

Samar M. Alsaleh, Angelica I. Aviles-Rivero, Noemie Debroux, James K. Hahn

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

Comments 22 pages, 6 figures

1912.07190 2019-12-17 cs.CV cs.LG eess.IV 57%

PixelRL: Fully Convolutional Network with Reinforcement Learning for Image Processing

Ryosuke Furuta, Naoto Inoue, Toshihiko Yamasaki

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

Comments To appear in IEEE Transactions on Multimedia (TMM), Special Issue on Multimedia Computing with Interpretable Machine Learning. Extended version of our paper in AAAI 2019 (arXiv:1811.04323)

1901.09548 2019-12-16 cs.CV cs.NA math.NA 57%

CURE: Curvature Regularization For Missing Data Recovery

Bin Dong, Haocheng Ju, Yiping Lu, Zuoqiang Shi

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

Comments 17 pages, 7 figures, 4 tables

1911.12588 2019-12-02 cs.CV 57%

AutoRemover: Automatic Object Removal for Autonomous Driving Videos

Rong Zhang, Wei Li, Peng Wang, Chenye Guan, Jin Fang, Yuhang Song, Jinhui Yu, Baoquan Chen, Weiwei Xu, Ruigang Yang

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

1911.07185 2019-11-19 cs.CV eess.IV 57%

Towards the Automation of Deep Image Prior

Qianwei Zhou, Chen Zhou, Haigen Hu, Yuhang Chen, Shengyong Chen, Xiaoxin Li

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

1. 图像修复 1781 篇

Progressively Unfreezing Perceptual GAN

Cogradient Descent for Bilinear Optimization

Image Restoration from Parametric Transformations using Generative Models

Single Image HDR Reconstruction Using a CNN with Masked Features and Perceptual Loss

Divergence-Based Adaptive Extreme Video Completion

Orthogonal Convolutional Neural Networks

Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics

Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis

Co-occurrence Background Model with Superpixels for Robust Background Initialization

Refined Plane Segmentation for Cuboid-Shaped Objects by Leveraging Edge Detection

GAN-based Priors for Quantifying Uncertainty

Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors

Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators

Learning to Inpaint by Progressively Growing the Mask Regions

Ada-LISTA: Learned Solvers Adaptive to Varying Models

Image Outpainting and Harmonization using Generative Adversarial Networks

Iterative energy-based projection on a normal data manifold for anomaly localization

MTRNet: A Generic Scene Text Eraser

deepCR: Cosmic Ray Rejection with Deep Learning

180-degree Outpainting from a Single Image

Natural Image Matting via Guided Contextual Attention

Facial Expression Restoration Based on Improved Graph Convolutional Networks

Very Long Natural Scenery Image Prediction by Outpainting

Learning Energy-Based Models in High-Dimensional Spaces with Multi-scale Denoising Score Matching

Conditional Generative ConvNets for Exemplar-based Texture Synthesis

Dim the Lights! -- Low-Rank Prior Temporal Data for Specular-Free Video Recovery

PixelRL: Fully Convolutional Network with Reinforcement Learning for Image Processing

CURE: Curvature Regularization For Missing Data Recovery

AutoRemover: Automatic Object Removal for Autonomous Driving Videos

Towards the Automation of Deep Image Prior