A Survey on Deep Learning Technique for Video Segmentation

2 July 2021

Fatih Porikli

Luc Van Gool

Papers citing "A Survey on Deep Learning Technique for Video Segmentation"

50 / 106 papers shown

Title
CORE: Cooperative Reconstruction for Multi-Agent Perception Binglu Wang Lei Zhang Zhaozhong Wang Yongqiang Zhao Tianfei Zhou 35 33 0 21 Jul 2023
Holistic Prototype Attention Network for Few-Shot VOS Yin Tang Tao Chen XiRuo Jiang Yazhou Yao G. Xie Hengtao Shen VOS 27 1 0 16 Jul 2023
Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation Mennatullah Siam R. Karim Henghui Zhao Richard P. Wildes VOS 38 2 0 15 Jul 2023
The Staged Knowledge Distillation in Video Classification: Harmonizing Student Progress by a Complementary Weakly Supervised Framework Chao Wang Zhenghang Tang 32 1 0 11 Jul 2023
ZJU ReLER Submission for EPIC-KITCHEN Challenge 2023: TREK-150 Single Object Tracking Yuanyou Xu Jiahao Li Zongxin Yang Yi Yang Yueting Zhuang 22 1 0 05 Jul 2023
ZJU ReLER Submission for EPIC-KITCHEN Challenge 2023: Semi-Supervised Video Object Segmentation Jiahao Li Yuanyou Xu Zongxin Yang Yi Yang Yueting Zhuang VOS 41 0 0 05 Jul 2023
AutoDepthNet: High Frame Rate Depth Map Reconstruction using Commodity Depth and RGB Cameras Peyman Gholami R. Xiao 3DH MDE 22 0 0 24 May 2023
READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation Stéphane Vujasinović Sebastian Bullinger S. Becker N. Scherer-Negenborn Michael Arens Rainer Stiefelhagen VOS 29 2 0 22 May 2023
UVOSAM: A Mask-free Paradigm for Unsupervised Video Object Segmentation via Segment Anything Model Zhenghao Zhang Shengfan Zhang Zhichao Wei Zuozhuo Dai Siyu Zhu VOS VLM 22 16 0 22 May 2023
OR-NeRF: Object Removing from 3D Scenes Guided by Multiview Segmentation with Neural Radiance Fields Youtan Yin Zhoujie Fu Fan Yang Guosheng Lin 42 29 0 17 May 2023
Segment and Track Anything Yangming Cheng Liulei Li Yuanyou Xu Xiaodi Li Zongxin Yang Wenguan Wang Yi Yang VOS 30 193 0 11 May 2023
Video Object Segmentation in Panoptic Wild Scenes Yuanyou Xu Zongxin Yang Yezhou Yang VOS 19 12 0 08 May 2023
Event-Free Moving Object Segmentation from Moving Ego Vehicle Zhuyun Zhou Zongwei Wu Danda Pani Paudel Rémi Boutteau Fan Yang Luc Van Gool Radu Timofte D. Ginhac 28 7 0 28 Apr 2023
Transformer-Based Visual Segmentation: A Survey Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 42 132 0 19 Apr 2023
Boosting Video Object Segmentation via Space-time Correspondence Learning Yurong Zhang Liulei Li Wenguan Wang Rong Xie Li-Na Song Wenjun Zhang VOS 30 32 0 13 Apr 2023
Global-to-Local Modeling for Video-based 3D Human Pose and Shape Estimation Xi Shen Zongxin Yang Xiaohan Wang Jianxin Ma Chang Zhou Yezhou Yang ViT 3DH 26 34 0 26 Mar 2023
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation Shao-Yuan Lo Poojan Oza Sumanth Chennupati Alejandro Galindo Vishal M. Patel 45 12 0 25 Mar 2023
Are uGLAD? Time will tell! Shima Imani H. Shrivastava AI4TS 34 2 0 21 Mar 2023
Unified Mask Embedding and Correspondence Learning for Self-Supervised Video Segmentation Liulei Li Wenguan Wang Tianfei Zhou Jianwu Li Yi Yang VOS 22 22 0 17 Mar 2023
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation Roy Miles M. K. Yucel Bruno Manganelli Albert Saà-Garriga VOS 38 24 0 14 Mar 2023
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design F. M. Barbosa Fernando Santos Osório 24 1 0 08 Mar 2023
Referring Multi-Object Tracking Dongming Wu Wencheng Han Tiancai Wang Xingping Dong Xiangyu Zhang Jianbing Shen 40 71 0 06 Mar 2023
Unified Perception: Efficient Depth-Aware Video Panoptic Segmentation with Minimal Annotation Costs Kurt Stolle Gijs Dubbelman VOS MDE 22 0 0 03 Mar 2023
Neural Graph Revealers H. Shrivastava Urszula Chajewska BDL 31 6 0 27 Feb 2023
MOSE: A New Dataset for Video Object Segmentation in Complex Scenes Henghui Ding Chang Liu Shuting He Xudong Jiang Philip Torr S. Bai VOS 27 132 0 03 Feb 2023
Deep Learning Technique for Human Parsing: A Survey and Outlook Lu Yang Wenhe Jia Shane Li Q. Song ViT 41 17 0 01 Jan 2023
Vision Transformer Computation and Resilience for Dynamic Inference Kavya Sreedhar Jason Clemons Rangharajan Venkatesan S. Keckler M. Horowitz 26 2 0 06 Dec 2022
SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting with Neural Radiance Fields Ashkan Mirzaei Tristan Aumentado-Armstrong Konstantinos G. Derpanis J. Kelly Marcus A. Brubaker Igor Gilitschenski Alex Levinshtein 26 109 0 22 Nov 2022
Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview Wenqi Ren Yang Tang Qiyu Sun Chaoqiang Zhao Qing‐Long Han VLM 21 41 0 13 Nov 2022
Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing Kyusik Cho Suhyeon Lee Hongje Seong Euntai Kim 33 5 0 04 Nov 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 22 3 0 03 Nov 2022
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Zongxin Yang Yi Yang VOS 16 152 0 18 Oct 2022
TIVE: A Toolbox for Identifying Video Instance Segmentation Errors Wenhe Jia Lu Yang Zilong Jia Wenyi Zhao Yilin Zhou Q. Song VOS 21 6 0 17 Oct 2022
A Generalist Framework for Panoptic Segmentation of Images and Videos Ting-Li Chen Lala Li Saurabh Saxena Geoffrey E. Hinton David J. Fleet VGen MLLM 43 102 0 12 Oct 2022
An Overview of Violence Detection Techniques: Current Challenges and Future Directions N. Mumtaz N. Ejaz Shabana Habib Syed Muhammad Mohsin Prayag Tiwari Shahab S. Band Neeraj Kumar 33 28 0 21 Sep 2022
MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training De-An Huang Zhiding Yu Anima Anandkumar VLM 48 78 0 03 Aug 2022
A Novel Long-term Iterative Mining Scheme for Video Salient Object Detection Chenglizhao Chen Heng Wang Yuming Fang Chong Peng 36 18 0 20 Jun 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 20 25 0 06 Jun 2022
Learning Video Salient Object Detection Progressively from Unlabeled Videos Binwei Xu Haoran Liang Wentian Ni WeiHua Gong Ronghua Liang Peng Chen 17 2 0 05 Apr 2022
In-N-Out Generative Learning for Dense Unsupervised Video Segmentation Xiaomiao Pan Peike Li Zongxin Yang Huiling Zhou Chang Zhou Hongxia Yang Jingren Zhou Yi Yang VOS 35 11 0 29 Mar 2022
Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning Liulei Li Tianfei Zhou Wenguan Wang Lu Yang Jian-Wei Li Yi Yang SSL 30 47 0 27 Mar 2022
Temporal Transductive Inference for Few-Shot Video Object Segmentation Mennatullah Siam Konstantinos G. Derpanis Richard P. Wildes VOS 19 9 0 27 Mar 2022
Scalable Video Object Segmentation with Identification Mechanism Zongxin Yang Jiaxu Miao Yunchao Wei Wenguan Wang Xiaohan Wang Yi Yang VOS 36 23 0 22 Mar 2022
Local-Global Context Aware Transformer for Language-Guided Video Segmentation Chen Liang Wenguan Wang Tianfei Zhou Jiaxu Miao Yawei Luo Yi Yang VOS 29 74 0 18 Mar 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation Tianfei Zhou Meijie Zhang Fang Zhao Jianwu Li 40 126 0 17 Mar 2022
RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation Hao He Yuhui Yuan Xiangyu Yue Han Hu VOS VLM 22 13 0 08 Mar 2022
Revisiting Click-based Interactive Video Object Segmentation Stéphane Vujasinovic Sebastian Bullinger S. Becker N. Scherer-Negenborn Michael Arens Rainer Stiefelhagen VOS 30 6 0 03 Mar 2022
Hybrid Tracker with Pixel and Instance for Video Panoptic Segmentation Weicai Ye Xinyue Lan Gewei Su Hujun Bao Zhaopeng Cui Guofeng Zhang VOS 50 3 0 02 Mar 2022
EM-driven unsupervised learning for efficient motion segmentation E. Meunier A. Badoual P. Bouthemy 33 39 0 06 Jan 2022
Contrastive Video-Language Segmentation Chen Liang Yawei Luo Yu Wu Yi Yang VLM VOS 4 1 0 29 Sep 2021