Learning Affinity-Aware Upsampling for Deep Image Matting

29 November 2020

Chunhua Shen

Papers citing "Learning Affinity-Aware Upsampling for Deep Image Matting"

37 / 37 papers shown

Title
Benchmarking Feature Upsampling Methods for Vision Foundation Models using Interactive Segmentation Volodymyr Havrylov Haiwen Huang Dan Zhang Andreas Geiger 119 0 0 04 May 2025
LoftUp: Learning a Coordinate-Based Feature Upsampler for Vision Foundation Models Haiwen Huang Anpei Chen Volodymyr Havrylov Andreas Geiger Dan Zhang 36 1 0 18 Apr 2025
LDA-AQU: Adaptive Query-guided Upsampling via Local Deformable Attention Zewen Du Zhenjiang Hu Guiyu Zhao Ying Jin Hongbin Ma 66 0 0 29 Nov 2024
Event USKT : U-State Space Model in Knowledge Transfer for Event Cameras Yuhui Lin Jiahao Zhang Siyuan Li Jimin Xiao Ding Xu Wenjun Wu Jiaxuan Lu 69 0 0 22 Nov 2024
Frequency-aware Feature Fusion for Dense Image Prediction Linwei Chen Ying Fu Lin Gu Chenggang Yan Tatsuya Harada Gao Huang 3DV 47 17 0 23 Aug 2024
FADE: A Task-Agnostic Upsampling Operator for Encoder-Decoder Architectures Hao Lu Wenze Liu Hongtao Fu Zhiguo Cao 34 3 0 18 Jul 2024
A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature Upsampling Minghao Zhou Hong Wang Yefeng Zheng Deyu Meng 24 1 0 02 Jul 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 44 0 0 28 Mar 2024
LiFT: A Surprisingly Simple Lightweight Feature Transform for Dense ViT Descriptors Saksham Suri Matthew Walmer Kamal Gupta Abhinav Shrivastava 35 4 0 21 Mar 2024
FeatUp: A Model-Agnostic Framework for Features at Any Resolution Stephanie Fu Mark Hamilton Laura E. Brandt Axel Feldmann Zhoutong Zhang William T. Freeman MDE 30 49 0 15 Mar 2024
Dual-Context Aggregation for Universal Image Matting Qinglin Liu Xiaoqian Lv Wei Yu Changyong Guo Shengping Zhang 30 1 0 28 Feb 2024
Diffusion for Natural Image Matting Yihan Hu Yiheng Lin Wei Wang Yao-Min Zhao Yunchao Wei Humphrey Shi 28 7 0 10 Dec 2023
Learning to Upsample by Learning to Sample Wenze Liu Hao Lu Hongtao Fu Zhiguo Cao SyDa 31 132 0 29 Aug 2023
On Point Affiliation in Feature Upsampling Wenze Liu Hao Lu Yuliang Liu Zhiguo Cao 3DPC 24 2 0 17 Jul 2023
Guided Linear Upsampling Shuangbing Song Fan Zhong Tianju Wang Xueying Qin Changhe Tu 24 3 0 13 Jul 2023
ViTMatte: Boosting Image Matting with Pretrained Plain Vision Transformers J. Yao Xinggang Wang Shusheng Yang Baoyuan Wang ViT 27 57 0 24 May 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 26 5 0 03 Apr 2023
TransMatting: Tri-token Equipped Transformer Model for Image Matting Huanqia Cai Fanglei Xue Lele Xu Lili Guo ViT 18 3 0 11 Mar 2023
Infusing Definiteness into Randomness: Rethinking Composition Styles for Deep Image Matting Zixuan Ye Yutong Dai Chaoyi Hong Zhiguo Cao Hao Lu 13 1 0 27 Dec 2022
$360$^\circ$ Stereo Image Composition with Depth Adaption$ 360 $^\circ$ Stereo Image Composition with Depth Adaption Kun Huang Fanglue Zhang Junhong Zhao Yiheng Li N. Dodgson MDE 42 2 0 20 Dec 2022
EISeg: An Efficient Interactive Segmentation Tool based on PaddlePaddle Yuying Hao Yi Liu Yizhou Chen Lin Han Juncai Peng Shiyu Tang Guowei Chen Zewu Wu Zeyu Chen Baohua Lai 9 17 0 17 Oct 2022
Wider and Higher: Intensive Integration and Global Foreground Perception for Image Matting Yu Qiao Ziqi Wei Yuhao Liu Yuxin Wang D. Zhou Qiang Zhang Xin Yang 23 0 0 13 Oct 2022
Hierarchical and Progressive Image Matting Yu Qiao Yuhao Liu Ziqi Wei Yuxin Wang Qiang Cai Guofeng Zhang Xingbin Yang 51 12 0 13 Oct 2022
SAPA: Similarity-Aware Point Affiliation for Feature Upsampling Hao Lu Wenze Liu Zixuan Ye Hongtao Fu Yuliang Liu Zhiguo Cao 3DPC 24 31 0 26 Sep 2022
FADE: Fusing the Assets of Decoder and Encoder for Task-Agnostic Upsampling Hao Lu Wenze Liu Hongtao Fu Z. Cao DiffM 13 25 0 21 Jul 2022
Human Instance Matting via Mutual Guidance and Multi-Instance Refinement Yanan Sun Chi-Keung Tang Yu-Wing Tai 3DH 38 25 0 22 May 2022
Boosting Robustness of Image Matting with Context Assembling and Strong Data Augmentation Yutong Dai Brian L. Price He Zhang Chunhua Shen 21 28 0 18 Jan 2022
Improving Deep Image Matting via Local Smoothness Assumption Rui Wang Jun Xie Jiacheng Han Dezhen Qi 13 4 0 27 Dec 2021
Trimap-guided Feature Mining and Fusion Network for Natural Image Matting Weihao Jiang Dongdong Yu Zhaozhi Xie Yaoyi Li Zehuan Yuan Hongtao Lu 22 7 0 01 Dec 2021
M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images Qing Liu Haotian Liu Wei Ke Yixiong Liang 8 6 0 30 Oct 2021
Alpha Matte Generation from Single Input for Portrait Matting Dogucan Yaman H. K. Ekenel Alexander Waibel 16 3 0 06 Jun 2021
Semantic-guided Automatic Natural Image Matting with Trimap Generation Network and Light-weight Non-local Attention Yuhongze Zhou Liguang Zhou Tin Lun Lam Yangsheng Xu 16 2 0 31 Mar 2021
Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation Qiqi Hou Feng Liu 28 145 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 70 116 0 10 Sep 2019
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 192 5,173 0 16 Sep 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,637 0 02 Nov 2015