FusionSeg: Learning to combine motion and appearance for fully automatic segmention of generic objects in videos

19 January 2017

Papers citing "FusionSeg: Learning to combine motion and appearance for fully automatic segmention of generic objects in videos"

50 / 176 papers shown

Title
RGB-D Video Object Segmentation via Enhanced Multi-store Feature Memory Boyue Xu Ruichao Hou Tongwei Ren Gangshan Wu VOS 36 1 0 23 Apr 2025
Segment Any Motion in Videos Nan Huang Wenzhao Zheng Chenfeng Xu Kurt Keutzer Shanghang Zhang Angjoo Kanazawa Qianqian Wang VOS 46 0 0 28 Mar 2025
Investigation of Frame Differences as Motion Cues for Video Object Segmentation Sota Kawamura Hirotada Honda Shugo Nakamura Takashi Sano VOS 83 0 0 12 Mar 2025
L4P: Low-Level 4D Vision Perception Unified Abhishek Badki Hang Su Bowen Wen Orazio Gallo VLM 78 1 0 18 Feb 2025
Learning segmentation from point trajectories Laurynas Karazija Iro Laina Christian Rupprecht Andrea Vedaldi 3DPC 106 1 0 21 Jan 2025
On Moving Object Segmentation from Monocular Video with Transformers Christian Homeyer Christoph Schnörr 92 3 0 28 Nov 2024
2nd Place Solution for MOSE Track in CVPR 2024 PVUW workshop: Complex Video Object Segmentation Zhensong Xu Jiangtao Yao Chengjing Wu Ting Liu Luoqi Liu 18 1 0 12 Jun 2024
ClickVOS: Click Video Object Segmentation Pinxue Guo Lingyi Hong Xinyu Zhou Shuyong Gao Wanyun Li Jinglun Li Zhaoyu Chen Xiaoqiang Li Wei Zhang Wenqiang Zhang VOS 29 80 0 10 Mar 2024
Moving Object Proposals with Deep Learned Optical Flow for Video Object Segmentation Ge Shi Zhili Yang 3DPC OCL VOS 8 1 0 14 Feb 2024
Appearance-based Refinement for Object-Centric Motion Segmentation Junyu Xie Weidi Xie Andrew Zisserman VOS 28 3 0 18 Dec 2023
Hierarchical Graph Pattern Understanding for Zero-Shot VOS Gensheng Pei Fumin Shen Yazhou Yao Tao Chen Xian-Sheng Hua H. Shen VOS 23 2 0 15 Dec 2023
Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation Shuangrui Ding Rui Qian Haohang Xu Dahua Lin Hongkai Xiong VOS 33 4 0 29 Nov 2023
Self-supervised Object-Centric Learning for Videos Görkay Aydemir Weidi Xie Fatma Guney OCL VOS SSL 28 24 0 10 Oct 2023
Segmenting the motion components of a video: A long-term unsupervised model E. Meunier P. Bouthemy 19 0 0 02 Oct 2023
QDFormer: Towards Robust Audiovisual Segmentation in Complex Environments with Quantization-based Semantic Decomposition Xiang Li Jinglu Wang Xiaohao Xu Xiulian Peng Rita Singh Yan Lu Bhiksha Raj VOS 36 10 0 29 Sep 2023
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training Silky Singh Shripad Deshmukh Mausoom Sarkar Balaji Krishnamurthy 19 7 0 22 Aug 2023
Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation Mennatullah Siam R. Karim Henghui Zhao Richard P. Wildes VOS 23 2 0 15 Jul 2023
Online Unsupervised Video Object Segmentation via Contrastive Motion Clustering Lin Xi Weihai Chen Xingming Wu Zhong Liu Zhengguo Li VOS 20 9 0 21 Jun 2023
Co-attention Propagation Network for Zero-Shot Video Object Segmentation Gensheng Pei Yazhou Yao Fumin Shen Daniel Huang Xing-Rui Huang Hengtao Shen VOS 28 11 0 08 Apr 2023
Divided Attention: Unsupervised Multi-Object Discovery with Contextually Separated Slots Dong Lao Zhengyang Hu Francesco Locatello Yanchao Yang Stefano Soatto OCL 25 5 0 04 Apr 2023
Adaptive Multi-source Predictor for Zero-shot Video Object Segmentation Xiaoqi Zhao Shijie Chang Youwei Pang Jiaxing Yang Lihe Zhang Huchuan Lu VOS 25 7 0 18 Mar 2023
InstMove: Instance Motion for Object-centric Video Segmentation Qihao Liu Junfeng Wu Yi-Xin Jiang Xiang Bai Alan Yuille S. Bai OCL VOS 28 6 0 14 Mar 2023
Open-world Instance Segmentation: Top-down Learning with Bottom-up Supervision Tarun Kalluri Weiyao Wang Heng Wang Manmohan Chandraker Lorenzo Torresani Du Tran 20 6 0 09 Mar 2023
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design F. M. Barbosa Fernando Santos Osório 19 1 0 08 Mar 2023
MOSE: A New Dataset for Video Object Segmentation in Complex Scenes Henghui Ding Chang Liu Shuting He Xudong Jiang Philip H. S. Torr S. Bai VOS 25 132 0 03 Feb 2023
Object Segmentation with Audio Context Kaihui Zheng Yuqing Ren Zixin Shen Tianxu Qin VOS 11 0 0 04 Jan 2023
Learning a Fast 3D Spectral Approach to Object Segmentation and Tracking over Space and Time Elena Burceanu Marius Leordeanu VOS 19 0 0 15 Dec 2022
Neural Cell Video Synthesis via Optical-Flow Diffusion Manuel Serna-Aguilera Khoa Luu Nathaniel Harris Min Zou DiffM VGen 23 1 0 06 Dec 2022
Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks M. Kowal Mennatullah Siam Md. Amirul Islam Neil D. B. Bruce Richard P. Wildes Konstantinos G. Derpanis FAtt 17 3 0 03 Nov 2022
Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns Laurynas Karazija Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi OCL 98 20 0 21 Oct 2022
Motion-inductive Self-supervised Object Discovery in Videos Shuangrui Ding Weidi Xie Yabo Chen Rui Qian Xiaopeng Zhang H. Xiong Q. Tian VOS 16 18 0 01 Oct 2022
A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation Georgy Ponimatkin Nermin Samet Yanghua Xiao Yuming Du Renaud Marlet Vincent Lepetit VOS 72 20 0 19 Sep 2022
ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild Wang Zhao Shaohui Liu Hengkai Guo Wenping Wang Y. Liu 27 63 0 19 Jul 2022
Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation Gensheng Pei Fumin Shen Yazhou Yao G. Xie Zhenmin Tang Jinhui Tang VOS 23 51 0 18 Jul 2022
Online Video Instance Segmentation via Robust Context Fusion Xiang Li Jinglu Wang Xiaohao Xu Bhiksha Raj Yan Lu 30 5 0 12 Jul 2022
Segmenting Moving Objects via an Object-Centric Layered Representation Jun Xie Weidi Xie Andrew Zisserman VOS OCL 28 47 0 05 Jul 2022
A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information M. Kowal Mennatullah Siam Md. Amirul Islam Neil D. B. Bruce Richard P. Wildes Konstantinos G. Derpanis 18 25 0 06 Jun 2022
Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion Subhabrata Choudhury Laurynas Karazija Iro Laina Andrea Vedaldi Christian Rupprecht OCL VOS 100 39 0 16 May 2022
DBF: Dynamic Belief Fusion for Combining Multiple Object Detectors Hyungtae Lee H. Kwon FedML 16 17 0 06 Apr 2022
Implicit Motion-Compensated Network for Unsupervised Video Object Segmentation Lin Xi Weihai Chen Xingming Wu Zhong Liu Zhengguo Li VOS 24 12 0 06 Apr 2022
Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation Wangbo Zhao Kai Wang Xiangxiang Chu Fuzhao Xue Xinchao Wang Yang You 29 21 0 06 Apr 2022
Temporal Transductive Inference for Few-Shot Video Object Segmentation Mennatullah Siam Konstantinos G. Derpanis Richard P. Wildes VOS 17 9 0 27 Mar 2022
Implicit Motion Handling for Video Camouflaged Object Detection Xuelian Cheng Huan Xiong Deng-Ping Fan Yiran Zhong Mehrtash Harandi Tom Drummond Zongyuan Ge 34 68 0 14 Mar 2022
The Right Spin: Learning Object Motion from Rotation-Compensated Flow Fields Pia Bideau Erik Learned-Miller Cordelia Schmid Alahari Karteek OCL 22 6 0 28 Feb 2022
Weakly Supervised Instance Segmentation using Motion Information via Optical Flow Jun Ikeda Junichiro Mori 6 1 0 25 Feb 2022
EM-driven unsupervised learning for efficient motion segmentation E. Meunier A. Badoual P. Bouthemy 25 39 0 06 Jan 2022
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier Youngjo Lee Hongje Seong Euntai Kim VOS 57 33 0 23 Dec 2021
Learning To Segment Dominant Object Motion From Watching Videos Sahir Shrestha M. Armin Hongdong Li Nick Barnes VOS 19 0 0 28 Nov 2021
FAMINet: Learning Real-time Semi-supervised Video Object Segmentation with Steepest Optimized Optical Flow Ziyang Liu Jingmeng Liu Weihai Chen Xingming Wu Zhengguo Li VOS 14 9 0 20 Nov 2021
Video Salient Object Detection via Contrastive Features and Attention Modules Yi-Wen Chen Xiaojie Jin Xiaohui Shen Ming-Hsuan Yang VOS 25 19 0 03 Nov 2021