图像生成 - arXivDaily 专题

2110.13285 2022-05-30 cs.CV cs.LG 57%

Generative Flows as a General Purpose Solution for Inverse Problems

José A. Chávez

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

Comments 11 pages, 6 figures

2205.06568 2022-05-16 cs.CV 57%

Self-Supervised Masking for Unsupervised Anomaly Detection and Localization

Chaoqin Huang, Qinwei Xu, Yanfeng Wang, Yu Wang, Ya Zhang

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

Comments Transaction on Multimedia 2022

2108.00602 2022-05-11 cs.CV 57%

Pro-UIGAN: Progressive Face Hallucination from Occluded Thumbnails

Yang Zhang, Xin Yu, Xiaobo Lu, Ping Liu

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

2205.01509 2022-05-04 eess.IV cs.CV 57%

MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning

Dongnan Liu, Mariano Cabezas, Dongang Wang, Zihao Tang, Lei Bai, Geng Zhan, Yuling Luo, Kain Kyle, Linda Ly, James Yu, Chun-Chien Shieh, Aria Nguyen, Ettikan Kandasamy Karuppiah, Ryan Sullivan, Fernando Calamante, Michael Barnett, Wanli Ouyang, Weidong Cai, Chenyu Wang

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

Comments 10 pages, 3 figures, and 7 tables

2205.00508 2022-05-03 cs.CV 57%

The Best of Both Worlds: Combining Model-based and Nonparametric Approaches for 3D Human Body Estimation

Zhe Wang, Jimei Yang, Charless Fowlkes

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

Journal ref CVPR ABAW 2022

2203.04382 2022-04-12 cs.LG cs.CV eess.IV 57%

Regularized Training of Intermediate Layers for Generative Models for Inverse Problems

Sean Gunn, Jorio Cocola, Paul Hand

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

2204.00379 2022-04-04 cs.CV 57%

Weakly Supervised Regional and Temporal Learning for Facial Action Unit Recognition

Jingwei Yan, Jingjing Wang, Qiang Li, Chunmao Wang, Shiliang Pu

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

Comments The first two authors contributed equally to this work. Extension of arXiv:2107.14399. Accepted to IEEE Transactions on Multimedia 2022

2203.12482 2022-04-04 cs.CV cs.AI cs.LG 57%

A Deep Learning Framework to Reconstruct Face under Mask

Gourango Modak, Shuvra Smaran Das, Md. Ajharul Islam Miraj, Md. Kishor Morol

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

Comments 6 pages, 9 figures, 2022 7th Conference on Data Science and Machine Learning Applications (CDMA)

2111.15362 2022-03-31 cs.CV 57%

ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior

Metin Ersin Arican, Ozgur Kara, Gustav Bredell, Ender Konukoglu

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

2106.12226 2022-03-29 cs.CV cs.AI eess.IV 57%

Spatio-Temporal SAR-Optical Data Fusion for Cloud Removal via a Deep Hierarchical Model

Alessandro Sebastianelli, Artur Nowakowski, Erika Puglisi, Maria Pia Del Rosso, Jamila Mifdal, Fiora Pirri, Pierre Philippe Mathieu, Silvia Liberata Ullo

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

2202.10360 2022-03-29 cs.CV 57%

Self-Supervised Bulk Motion Artifact Removal in Optical Coherence Tomography Angiography

Jiaxiang Ren, Kicheon Park, Yingtian Pan, Haibin Ling

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

2203.05134 2022-03-11 cs.CV cs.LG 57%

Manifold Modeling in Quotient Space: Learning An Invariant Mapping with Decodability of Image Patches

Tatsuya Yokota, Hidekata Hontani

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

2012.14184 2022-03-07 cs.CV math.DG 57%

A cortical-inspired sub-Riemannian model for Poggendorff-type visual illusions

Emre Baspinar, Luca Calatroni, Valentina Franceschi, Dario Prandi

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

2202.09856 2022-03-04 cs.CV 57%

Non-Deterministic Face Mask Removal Based On 3D Priors

Xiangnan Yin, Liming Chen

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

2108.04232 2022-02-22 cs.CV cs.AI 57%

GANmapper: geographical data translation

Abraham Noah Wu, Filip Biljecki

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

Journal ref International Journal of Geographical Information Science 2022

2110.03220 2022-02-15 cs.CV eess.IV math.OC 57%

Gradient Step Denoiser for convergent Plug-and-Play

Samuel Hurault, Arthur Leclaire, Nicolas Papadakis

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

2202.00908 2022-02-03 cs.CV 57%

Image Forgery Detection with Interpretability

Ankit Katiyar, Arnav Bhavsar

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

2202.00419 2022-02-02 eess.IV cs.CV cs.LG 57%

Sinogram Enhancement with Generative Adversarial Networks using Shape Priors

Emilien Valat, Katayoun Farrahi, Thomas Blumensath

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

Comments 9 pages, 8 figures

1910.07373 2022-02-02 cs.CV 57%

Iterative Augmentation of Visual Evidence for Weakly-Supervised Lesion Localization in Deep Interpretability Frameworks: Application to Color Fundus Images

Cristina González-Gonzalo, Bart Liefers, Bram van Ginneken, Clara I. Sánchez

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

Journal ref IEEE Transactions on Medical Imaging. Available online 18 May 2020

2011.01406 2022-01-11 cs.CV cs.LG 57%

BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration

Majed El Helou, Sabine Süsstrunk

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

Comments IEEE TIP 2022. Code available on https://github.com/majedelhelou/BIGPrior. Main change relative to v1: added Table VI and computation times

2107.01125 2022-01-03 eess.IV cs.CV 57%

On Measuring and Controlling the Spectral Bias of the Deep Image Prior

Zenglin Shi, Pascal Mettes, Subhransu Maji, Cees G. M. Snoek

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

Comments IJCV 2022; Spectral bias; Deep image prior; 24 pages

2112.02475 2021-12-30 cs.CV eess.IV 57%

Deblurring via Stochastic Refinement

Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar

专题命中图像修复：diffusion(abstract)；分类 cs.CV

2112.09318 2021-12-20 cs.CV cs.LG eess.IV 57%

Procedural Kernel Networks

Bartlomiej Wronski

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

Comments 11 pages, technical report

2112.09061 2021-12-17 cs.CV cs.AI cs.LG 57%

Solving Inverse Problems with NerfGANs

Giannis Daras, Wen-Sheng Chu, Abhishek Kumar, Dmitry Lagun, Alexandros G. Dimakis

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

Comments 16 pages, 18 figures

2104.11493 2021-12-06 cs.CV 57%

Stroke-Based Scene Text Erasing Using Synthetic Data for Training

Zhengmi Tang, Tomo Miyazaki, Yoshihiro Sugaya, Shinichiro Omachi

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

Journal ref IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 30, 2021, 9306-9320

2109.01403 2021-12-02 eess.IV cs.CV 57%

Deep Learning Approach for Hyperspectral Image Demosaicking, Spectral Correction and High-resolution RGB Reconstruction

Peichao Li, Michael Ebner, Philip Noonan, Conor Horgan, Anisha Bahl, Sebastien Ourselin, Jonathan Shapey, Tom Vercauteren

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

2111.13236 2021-11-29 cs.LG cs.CV 57%

Joint inference and input optimization in equilibrium networks

Swaminathan Gurumurthy, Shaojie Bai, Zachary Manchester, J. Zico Kolter

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

Comments Neurips 2021

Journal ref Neurips 2021

2010.11531 2021-11-17 cs.CV 57%

Convolutional Autoencoders for Human Motion Infilling

Manuel Kaufmann, Emre Aksan, Jie Song, Fabrizio Pece, Remo Ziegler, Otmar Hilliges

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

Comments Accepted to 3DV 2020

2111.05980 2021-11-12 cs.CV 57%

Self-Supervised Real-time Video Stabilization

Jinsoo Choi, Jaesik Park, In So Kweon

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

Comments BMVC 2021

2106.15327 2021-11-11 cs.CV stat.ME 57%

Patch-Based Image Restoration using Expectation Propagation

Dan Yao, Stephen McLaughlin, Yoann Altmann

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

Comments 27 pages

1. 图像修复 1781 篇

Generative Flows as a General Purpose Solution for Inverse Problems

Self-Supervised Masking for Unsupervised Anomaly Detection and Localization

Pro-UIGAN: Progressive Face Hallucination from Occluded Thumbnails

MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning

The Best of Both Worlds: Combining Model-based and Nonparametric Approaches for 3D Human Body Estimation

Regularized Training of Intermediate Layers for Generative Models for Inverse Problems

Weakly Supervised Regional and Temporal Learning for Facial Action Unit Recognition

A Deep Learning Framework to Reconstruct Face under Mask

ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior

Spatio-Temporal SAR-Optical Data Fusion for Cloud Removal via a Deep Hierarchical Model

Self-Supervised Bulk Motion Artifact Removal in Optical Coherence Tomography Angiography

Manifold Modeling in Quotient Space: Learning An Invariant Mapping with Decodability of Image Patches

A cortical-inspired sub-Riemannian model for Poggendorff-type visual illusions

Non-Deterministic Face Mask Removal Based On 3D Priors

GANmapper: geographical data translation

Gradient Step Denoiser for convergent Plug-and-Play

Image Forgery Detection with Interpretability

Sinogram Enhancement with Generative Adversarial Networks using Shape Priors

Iterative Augmentation of Visual Evidence for Weakly-Supervised Lesion Localization in Deep Interpretability Frameworks: Application to Color Fundus Images

BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration

On Measuring and Controlling the Spectral Bias of the Deep Image Prior

Deblurring via Stochastic Refinement

Procedural Kernel Networks

Solving Inverse Problems with NerfGANs

Stroke-Based Scene Text Erasing Using Synthetic Data for Training

Deep Learning Approach for Hyperspectral Image Demosaicking, Spectral Correction and High-resolution RGB Reconstruction

Joint inference and input optimization in equilibrium networks

Convolutional Autoencoders for Human Motion Infilling

Self-Supervised Real-time Video Stabilization

Patch-Based Image Restoration using Expectation Propagation