OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework

13 March 2024

Wanyun Li

Pinxue Guo

Xinyu Zhou

Lingyi Hong

Papers citing "OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework"

27 / 27 papers shown

Title
Look Before You Match: Instance Understanding Matters in Video Object Segmentation Junke Wang Dongdong Chen Zuxuan Wu Chong Luo Chuanxin Tang Xiyang Dai Yucheng Zhao Yujia Xie Lu Yuan Yu-Gang Jiang VOS 97 41 0 13 Dec 2022
AiATrack: Attention in Attention for Transformer Visual Tracking Shenyuan Gao Chunluan Zhou Chao Ma Xing Wang Junsong Yuan ViT 79 233 0 20 Jul 2022
ConvMAE: Masked Convolution Meets Masked Autoencoders Peng Gao Teli Ma Hongsheng Li Ziyi Lin Jifeng Dai Yu Qiao ViT 77 126 0 08 May 2022
Recurrent Dynamic Embedding for Video Object Segmentation Mingxing Li Liucheng Hu Zhiwei Xiong Bang Zhang Pan Pan Dong Liu VOS 142 64 0 08 May 2022
Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework Botao Ye Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen ViT 96 472 0 22 Mar 2022
MixFormer: End-to-End Tracking with Iterative Mixed Attention Yutao Cui Jiang Cheng Limin Wang Gangshan Wu VOT 121 476 0 21 Mar 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 477 7,827 0 11 Nov 2021
Hierarchical Memory Matching Network for Video Object Segmentation Hongje Seong Seoung Wug Oh Joon-Young Lee Seongwon Lee Suhyeon Lee Euntai Kim VOS 97 106 0 23 Sep 2021
DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification Yongming Rao Wenliang Zhao Benlin Liu Jiwen Lu Jie Zhou Cho-Jui Hsieh ViT 104 708 0 03 Jun 2021
Transformer Tracking Xin Chen Bin Yan Jiawen Zhu Dong Wang Xiaoyun Yang Huchuan Lu ViT 69 961 0 29 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 467 21,603 0 25 Mar 2021
Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion Ho Kei Cheng Yu-Wing Tai Chi-Keung Tang VOS 65 202 0 14 Mar 2021
SwiftNet: Real-time Video Object Segmentation Haochen Wang Xiaolong Jiang Haibing Ren Yao Hu S. Bai VOS 72 150 0 09 Feb 2021
SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation Brendan Duke Abdalla Ahmed Christian Wolf P. Aarabi Graham W. Taylor VOS 63 167 0 21 Jan 2021
Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration Zongxin Yang Yunchao Wei Yi Yang VOS 114 165 0 13 Oct 2020
Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching Xuhua Huang Jiarui Xu Yu-Wing Tai Chi-Keung Tang VOS 109 67 0 11 Jul 2020
Learning What to Learn for Video Object Segmentation Goutam Bhat Felix Järemo Lawin Martin Danelljan Andreas Robinson Michael Felsberg Luc Van Gool Radu Timofte VOS 84 158 0 25 Mar 2020
State-Aware Tracker for Real-Time Video Object Segmentation Xi Chen Zuoxin Li Ye Yuan Gang Yu Jianxin Shen Donglian Qi VOS 63 109 0 01 Mar 2020
Video Object Segmentation using Space-Time Memory Networks Seoung Wug Oh Joon-Young Lee N. Xu Seon Joo Kim VOS 81 710 0 01 Apr 2019
FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation P. Voigtlaender Yuning Chai Florian Schroff Hartwig Adam Bastian Leibe Liang-Chieh Chen VOS 121 420 0 25 Feb 2019
A Generative Appearance Model for End-to-end Video Object Segmentation Joakim Johnander Martin Danelljan Emil Brissman Fahad Shahbaz Khan Michael Felsberg VOS 156 193 0 28 Nov 2018
YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark N. Xu L. Yang Yuchen Fan Dingcheng Yue Yuchen Liang Jianchao Yang Thomas Huang VOS 153 534 0 06 Sep 2018
Fast and Accurate Online Video Object Segmentation via Tracking Parts Jingchun Cheng Yi-Hsuan Tsai Wei-Chih Hung Shengjin Wang Ming-Hsuan Yang VOS 136 246 0 06 Jun 2018
Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation Xiaoxiao Li Chen Change Loy VOS 107 196 0 12 Mar 2018
Online Adaptation of Convolutional Neural Networks for Video Object Segmentation P. Voigtlaender Bastian Leibe VOS 127 396 0 28 Jun 2017
The 2017 DAVIS Challenge on Video Object Segmentation Jordi Pont-Tuset Federico Perazzi Sergi Caelles Pablo Arbeláez A. Sorkine-Hornung Luc Van Gool VGen VOS 87 1,218 0 03 Apr 2017
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 434 43,832 0 01 May 2014