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,
Maria Escobar,
Juan C. Perez,
Andres Romero,
Radu Timofte,
Luc Van Gool,
Pablo Arbelaez
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Castillo_2021_ICCV, author = {Castillo, Angela and Escobar, Maria and Perez, Juan C. and Romero, Andres 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} }

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} }

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} }

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} }

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} }

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} }

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} }

SMILE: Semantically-Guided Multi-Attribute Image and Layout Editing
Andres Romero,
Luc Van Gool,
Radu Timofte
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Romero_2021_ICCV, author = {Romero, Andres 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} }

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} }

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} }

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]
[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} }

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} }

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} }

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} }