Boosting Robustness of Image Matting with Context Assembling and Strong Data Augmentation

18 January 2022

Chunhua Shen

Papers citing "Boosting Robustness of Image Matting with Context Assembling and Strong Data Augmentation"

27 / 27 papers shown

Title
Fastformer: Additive Attention Can Be All You Need Chuhan Wu Fangzhao Wu Tao Qi Yongfeng Huang Xing Xie 83 119 0 20 Aug 2021
Deep Automatic Natural Image Matting Jizhizi Li Jing Zhang Dacheng Tao VLM 97 79 0 15 Jul 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 292 5,030 0 31 May 2021
Semantic Image Matting Yanan Sun Chi-Keung Tang Yu-Wing Tai 71 87 0 16 Apr 2021
ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases Stéphane dÁscoli Hugo Touvron Matthew L. Leavitt Ari S. Morcos Giulio Biroli Levent Sagun ViT 129 827 0 19 Mar 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 530 3,724 0 24 Feb 2021
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers Sixiao Zheng Jiachen Lu Hengshuang Zhao Xiatian Zhu Zekun Luo ... Yanwei Fu Jianfeng Feng Tao Xiang Philip Torr Li Zhang ViT 194 2,898 0 31 Dec 2020
Real-Time High-Resolution Background Matting Shanchuan Lin Andrey Ryabtsev Soumyadip Sengupta Brian L. Curless S. M. Seitz Ira Kemelmacher-Shlizerman 3DH 99 222 0 14 Dec 2020
Mask Guided Matting via Progressive Refinement Network Qihang Yu Jianming Zhang He Zhang Yilin Wang Zhe Lin N. Xu Yutong Bai Alan Yuille 73 114 0 12 Dec 2020
Learning Affinity-Aware Upsampling for Deep Image Matting Yutong Dai Hao Lu Chunhua Shen 66 57 0 29 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 659 41,103 0 22 Oct 2020
High-Resolution Deep Image Matting Haichao Yu Ning Xu Zilong Huang Yuqian Zhou Humphrey Shi 72 58 0 14 Sep 2020
Robust and Generalizable Visual Representation Learning via Random Convolutions Zhenlin Xu Deyi Liu Junlin Yang Colin Raffel Marc Niethammer OOD AAML 115 194 0 25 Jul 2020
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation Changqian Yu Changxin Gao Jingbo Wang Gang Yu Chunhua Shen Nong Sang SSeg 78 1,214 0 05 Apr 2020
$F$ , $B$ , Alpha Matting Marco Forte François Pitié 104 85 0 17 Mar 2020
Natural Image Matting via Guided Contextual Attention Yaoyi Li Hongtao Lu 56 167 0 13 Jan 2020
Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation Qiqi Hou Feng Liu 81 146 0 20 Sep 2019
Disentangled Image Matting Shaofan Cai Xiaoshuai Zhang Haoqiang Fan Haibin Huang Jiangyu Liu Jiaming Liu Jiaying Liu Jue Wang Jian Sun 118 117 0 10 Sep 2019
Indices Matter: Learning to Index for Deep Image Matting Hao Lu Yutong Dai Chunhua Shen Songcen Xu SSL 67 184 0 02 Aug 2019
Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation Yawei Luo Liang Zheng T. Guan Junqing Yu Yi Yang OOD 69 719 0 25 Sep 2018
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 280 9,764 0 25 Oct 2017
Learning to Generalize: Meta-Learning for Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 102 1,426 0 10 Oct 2017
Random Erasing Data Augmentation Zhun Zhong Liang Zheng Guoliang Kang Shaozi Li Yi Yang 94 3,637 0 16 Aug 2017
Deep Image Matting N. Xu Brian L. Price Scott D. Cohen Thomas Huang 58 451 0 10 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 823 11,909 0 09 Mar 2017
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 378 9,497 0 28 May 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,667 0 01 May 2014