ICCV 2021 Open Access Repository

Advances in Image Manipulation

Improving Key Human Features for Pose Transfer: Victor-Andrei Ivan,

Ionut Mistreanu,

Andrei Leica,

Sung-Jun Yoon,

Manri Cheon,

Junwoo Lee,

Jinsoo Oh; [pdf]
[bibtex]
@InProceedings{Ivan_2021_ICCV, author = {Ivan, Victor-Andrei and Mistreanu, Ionut and Leica, Andrei and Yoon, Sung-Jun and Cheon, Manri and Lee, Junwoo and Oh, Jinsoo}, title = {Improving Key Human Features for Pose Transfer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1963-1972} }
Efficient Wavelet Boost Learning-Based Multi-Stage Progressive Refinement Network for Underwater Image Enhancement: Fushuo Huo,

Bingheng Li,

Xuegui Zhu; [pdf]
[bibtex]
@InProceedings{Huo_2021_ICCV, author = {Huo, Fushuo and Li, Bingheng and Zhu, Xuegui}, title = {Efficient Wavelet Boost Learning-Based Multi-Stage Progressive Refinement Network for Underwater Image Enhancement}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1944-1952} }
Generalized Real-World Super-Resolution Through Adversarial Robustness: Angela Castillo,

María Escobar,

Juan C. Pérez,

Andrés Romero,

Radu Timofte,

Luc Van Gool,

Pablo Arbelaez; [pdf] [supp]
[bibtex]
@InProceedings{Castillo_2021_ICCV, author = {Castillo, Angela and Escobar, Mar{\'\i}a and P\'erez, Juan C. and Romero, Andr\'es and Timofte, Radu and Van Gool, Luc and Arbelaez, Pablo}, title = {Generalized Real-World Super-Resolution Through Adversarial Robustness}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1855-1865} }
Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement: Xuanchi Ren,

Tao Yang,

Yuwang Wang,

Wenjun Zeng; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ren_2021_ICCV, author = {Ren, Xuanchi and Yang, Tao and Wang, Yuwang and Zeng, Wenjun}, title = {Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1823-1832} }
Sparse to Dense Motion Transfer for Face Image Animation: Ruiqi Zhao,

Tianyi Wu,

Guodong Guo; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Zhao_2021_ICCV, author = {Zhao, Ruiqi and Wu, Tianyi and Guo, Guodong}, title = {Sparse to Dense Motion Transfer for Face Image Animation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1991-2000} }
Test-Time Adaptation for Super-Resolution: You Only Need to Overfit on a Few More Images: Mohammad Saeed Rad,

Thomas Yu,

Behzad Bozorgtabar,

Jean-Philippe Thiran; [pdf] [supp]
[bibtex]
@InProceedings{Rad_2021_ICCV, author = {Rad, Mohammad Saeed and Yu, Thomas and Bozorgtabar, Behzad and Thiran, Jean-Philippe}, title = {Test-Time Adaptation for Super-Resolution: You Only Need to Overfit on a Few More Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1845-1854} }
A System for Fusing Color and Near-Infrared Images in Radiance Domain: Kim C Ng,

Jinglin Shen,

Chiu Man Ho; [pdf]
[bibtex]
@InProceedings{Ng_2021_ICCV, author = {Ng, Kim C and Shen, Jinglin and Ho, Chiu Man}, title = {A System for Fusing Color and Near-Infrared Images in Radiance Domain}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2021-2030} }
Graph2Pix: A Graph-Based Image to Image Translation Framework: Dilara Gokay,

Enis Simsar,

Efehan Atici,

Alper Ahmetoglu,

Atif Emre Yuksel,

Pinar Yanardag; [pdf] [arXiv]
[bibtex]
@InProceedings{Gokay_2021_ICCV, author = {Gokay, Dilara and Simsar, Enis and Atici, Efehan and Ahmetoglu, Alper and Yuksel, Atif Emre and Yanardag, Pinar}, title = {Graph2Pix: A Graph-Based Image to Image Translation Framework}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2001-2010} }
High Perceptual Quality Image Denoising With a Posterior Sampling CGAN: Guy Ohayon,

Theo Adrai,

Gregory Vaksman,

Michael Elad,

Peyman Milanfar; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ohayon_2021_ICCV, author = {Ohayon, Guy and Adrai, Theo and Vaksman, Gregory and Elad, Michael and Milanfar, Peyman}, title = {High Perceptual Quality Image Denoising With a Posterior Sampling CGAN}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1805-1813} }
Stochastic Image Denoising by Sampling From the Posterior Distribution: Bahjat Kawar,

Gregory Vaksman,

Michael Elad; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Kawar_2021_ICCV, author = {Kawar, Bahjat and Vaksman, Gregory and Elad, Michael}, title = {Stochastic Image Denoising by Sampling From the Posterior Distribution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1866-1875} }
Saliency-Guided Transformer Network Combined With Local Embedding for No-Reference Image Quality Assessment: Mengmeng Zhu,

Guanqun Hou,

Xinjia Chen,

Jiaxing Xie,

Haixian Lu,

Jun Che; [pdf]
[bibtex]
@InProceedings{Zhu_2021_ICCV, author = {Zhu, Mengmeng and Hou, Guanqun and Chen, Xinjia and Xie, Jiaxing and Lu, Haixian and Che, Jun}, title = {Saliency-Guided Transformer Network Combined With Local Embedding for No-Reference Image Quality Assessment}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1953-1962} }
Reducing Noise Pixels and Metric Bias in Semantic Inpainting on Segmentation Map: Jianfeng He,

Bei Xiao,

Xuchao Zhang,

Shuo Lei,

Shuhui Wang,

Chang-Tien Lu; [pdf] [supp]
[bibtex]
@InProceedings{He_2021_ICCV, author = {He, Jianfeng and Xiao, Bei and Zhang, Xuchao and Lei, Shuo and Wang, Shuhui and Lu, Chang-Tien}, title = {Reducing Noise Pixels and Metric Bias in Semantic Inpainting on Segmentation Map}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1876-1885} }
Real-ESRGAN: Training Real-World Blind Super-Resolution With Pure Synthetic Data: Xintao Wang,

Liangbin Xie,

Chao Dong,

Ying Shan; [pdf] [supp]
[bibtex]
@InProceedings{Wang_2021_ICCV, author = {Wang, Xintao and Xie, Liangbin and Dong, Chao and Shan, Ying}, title = {Real-ESRGAN: Training Real-World Blind Super-Resolution With Pure Synthetic Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1905-1914} }
DeepFake MNIST+: A DeepFake Facial Animation Dataset: Jiajun Huang,

Xueyu Wang,

Bo Du,

Pei Du,

Chang Xu; [pdf] [supp]
[bibtex]
@InProceedings{Huang_2021_ICCV, author = {Huang, Jiajun and Wang, Xueyu and Du, Bo and Du, Pei and Xu, Chang}, title = {DeepFake MNIST+: A DeepFake Facial Animation Dataset}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1973-1982} }
Unsupervised Generative Adversarial Networks With Cross-Model Weight Transfer Mechanism for Image-to-Image Translation: Xuguang Lai,

Xiuxiu Bai,

Yongqiang Hao; [pdf]
[bibtex]
@InProceedings{Lai_2021_ICCV, author = {Lai, Xuguang and Bai, Xiuxiu and Hao, Yongqiang}, title = {Unsupervised Generative Adversarial Networks With Cross-Model Weight Transfer Mechanism for Image-to-Image Translation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1814-1822} }
Distilling Reflection Dynamics for Single-Image Reflection Removal: Quanlong Zheng,

Xiaotian Qiao,

Ying Cao,

Shi Guo,

Lei Zhang,

Rynson W.H. Lau; [pdf] [supp]
[bibtex]
@InProceedings{Zheng_2021_ICCV, author = {Zheng, Quanlong and Qiao, Xiaotian and Cao, Ying and Guo, Shi and Zhang, Lei and Lau, Rynson W.H.}, title = {Distilling Reflection Dynamics for Single-Image Reflection Removal}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1886-1894} }
Manipulating Image Style Transformation via Latent-Space SVM: Qiudan Wang; [pdf] [supp]
[bibtex]
@InProceedings{Wang_2021_ICCV, author = {Wang, Qiudan}, title = {Manipulating Image Style Transformation via Latent-Space SVM}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1915-1923} }
Simple and Efficient Unpaired Real-World Super-Resolution Using Image Statistics: Kwangjin Yoon; [pdf] [arXiv]
[bibtex]
@InProceedings{Yoon_2021_ICCV, author = {Yoon, Kwangjin}, title = {Simple and Efficient Unpaired Real-World Super-Resolution Using Image Statistics}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1983-1990} }
Underwater Image Color Correction Using Ensemble Colorization Network: Arpit Pipara,

Urvi Oza,

Srimanta Mandal; [pdf]
[bibtex]
@InProceedings{Pipara_2021_ICCV, author = {Pipara, Arpit and Oza, Urvi and Mandal, Srimanta}, title = {Underwater Image Color Correction Using Ensemble Colorization Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2011-2020} }
Contrastive Feature Loss for Image Prediction: Alex Andonian,

Taesung Park,

Bryan Russell,

Phillip Isola,

Jun-Yan Zhu,

Richard Zhang; [pdf] [supp]
[bibtex]
@InProceedings{Andonian_2021_ICCV, author = {Andonian, Alex and Park, Taesung and Russell, Bryan and Isola, Phillip and Zhu, Jun-Yan and Zhang, Richard}, title = {Contrastive Feature Loss for Image Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1934-1943} }
SDWNet: A Straight Dilated Network With Wavelet Transformation for Image Deblurring: Wenbin Zou,

Mingchao Jiang,

Yunchen Zhang,

Liang Chen,

Zhiyong Lu,

Yi Wu; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Zou_2021_ICCV, author = {Zou, Wenbin and Jiang, Mingchao and Zhang, Yunchen and Chen, Liang and Lu, Zhiyong and Wu, Yi}, title = {SDWNet: A Straight Dilated Network With Wavelet Transformation for Image Deblurring}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1895-1904} }
SMILE: Semantically-Guided Multi-Attribute Image and Layout Editing: Andrés Romero,

Luc Van Gool,

Radu Timofte; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Romero_2021_ICCV, author = {Romero, Andr\'es and Van Gool, Luc and Timofte, Radu}, title = {SMILE: Semantically-Guided Multi-Attribute Image and Layout Editing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1924-1933} }
SwinIR: Image Restoration Using Swin Transformer: Jingyun Liang,

Jiezhang Cao,

Guolei Sun,

Kai Zhang,

Luc Van Gool,

Radu Timofte; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Liang_2021_ICCV, author = {Liang, Jingyun and Cao, Jiezhang and Sun, Guolei and Zhang, Kai and Van Gool, Luc and Timofte, Radu}, title = {SwinIR: Image Restoration Using Swin Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1833-1844} }