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"

24 / 24 papers shown

Title
Memory Efficient Matting with Adaptive Token Routing Yiheng Lin Yihan Hu Chenyi Zhang Ting Liu Xiaochao Qu Luoqi Liu Yao Zhao Y. X. Wei 66 0 0 14 Dec 2024
Towards Natural Image Matting in the Wild via Real-Scenario Prior Ruihao Xia Yu Liang Peng-Tao Jiang Hao Zhang Qianru Sun Yang Tang Bo Li Pan Zhou 25 0 0 09 Oct 2024
Towards Label-Efficient Human Matting: A Simple Baseline for Weakly Semi-Supervised Trimap-Free Human Matting Beomyoung Kim Myeong Yeon Yi Joonsang Yu Y. Yoo Sung Ju Hwang 3DH 18 0 0 01 Apr 2024
Learning Multiple Representations with Inconsistency-Guided Detail Regularization for Mask-Guided Matting Weihao Jiang Zhaozhi Xie Yuxiang Lu Longjie Qi Jingyong Cai Hiroyuki Uchiyama Bin Chen Yue Ding Hongtao Lu 30 0 0 28 Mar 2024
Dual-Context Aggregation for Universal Image Matting Qinglin Liu Xiaoqian Lv Wei Yu Changyong Guo Shengping Zhang 24 1 0 28 Feb 2024
DART: Depth-Enhanced Accurate and Real-Time Background Matting Hanxi Li Guofeng Li Bo Li Lin Wu Yan Cheng 44 0 0 24 Feb 2024
POBEVM: Real-time Video Matting via Progressively Optimize the Target Body and Edge Jianming Xian 3DH 22 0 0 15 Feb 2024
Diffusion for Natural Image Matting Yihan Hu Yiheng Lin Wei Wang Yao-Min Zhao Yunchao Wei Humphrey Shi 18 7 0 10 Dec 2023
ViTMatte: Boosting Image Matting with Pretrained Plain Vision Transformers J. Yao Xinggang Wang Shusheng Yang Baoyuan Wang ViT 14 57 0 24 May 2023
Adaptive Human Matting for Dynamic Videos Chung-Ching Lin Jiang Wang Kun Luo Kevin Qinghong Lin Linjie Li Lijuan Wang Zicheng Liu VOS 10 7 0 12 Apr 2023
Deep Image Matting: A Comprehensive Survey Jizhizi Li Jing Zhang Dacheng Tao VLM 33 14 0 10 Apr 2023
Revisiting Context Aggregation for Image Matting Qinglin Liu Xiaoqian Lv Quanling Meng Zonglin Li Xiangyuan Lan Shuo Yang Shengping Zhang Liqiang Nie 13 5 0 03 Apr 2023
Disentangled Pre-training for Image Matting Yan-Da Li Zilong Huang Gang Yu Ling-Hao Chen Yunchao Wei Jianbo Jiao 17 0 0 03 Apr 2023
Infusing Definiteness into Randomness: Rethinking Composition Styles for Deep Image Matting Zixuan Ye Yutong Dai Chaoyi Hong Zhiguo Cao Hao Lu 11 1 0 27 Dec 2022
Robust Human Matting via Semantic Guidance Xian-cai Chen Ye Zhu Yu Li Bingtao Fu Lei Sun Ying Shan Shan-shan Liu 3DH 27 14 0 11 Oct 2022
The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective Chi-Heng Lin Chiraag Kaushik Eva L. Dyer Vidya Muthukumar 11 26 0 10 Oct 2022
Rethinking Portrait Matting with Privacy Preserving Sihan Ma Jizhizi Li Jing Zhang He-jun Zhang Dacheng Tao 8 23 0 31 Mar 2022
Deep Automatic Natural Image Matting Jizhizi Li Jing Zhang Dacheng Tao VLM 50 78 0 15 Jul 2021
Making Images Real Again: A Comprehensive Survey on Deep Image Composition Li Niu Wenyan Cong Liu Liu Yan Hong Bo Zhang Jing Liang Liqing Zhang VLM DiffM CoGe 22 76 0 28 Jun 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 263 3,538 0 24 Feb 2021
Robust and Generalizable Visual Representation Learning via Random Convolutions Zhenlin Xu Deyi Liu Junlin Yang Colin Raffel Marc Niethammer OOD AAML 41 189 0 25 Jul 2020
Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation Qiqi Hou Feng Liu 28 143 0 20 Sep 2019
Disentangled Image Matting Shaofan Cai Xiaoshuai Zhang Haoqiang Fan Haibin Huang Jiangyu Liu Jiaming Liu Jiaying Liu Jue Wang Jian-jun Sun 46 116 0 10 Sep 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,568 0 09 Mar 2017