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
Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2 Yuwen Chen Zafer Yildiz Qihang Li Yaqian Chen Haoyu Dong Hanxue Gu N. Konz Maciej Mazurowski MedIm VLM 44 0 0 03 May 2025
LV-MAE: Learning Long Video Representations through Masked-Embedding Autoencoders Ilan Naiman Emanuel Ben-Baruch Oron Anschel Alon Shoshan Igor Kviatkovsky Manoj Aggarwal Gérard Medioni 34 0 0 04 Apr 2025
SAM2 for Image and Video Segmentation: A Comprehensive Survey Zhang Jiaxing Tang Hao VLM 54 0 0 17 Mar 2025
ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving Object Zhe Shan Yang Liu Lei Zhou C. Yan H. Wang Xia Xie 39 1 0 15 Mar 2025
WildSeg3D: Segment Any 3D Objects in the Wild from 2D Images Yansong Guo Jie Hu Yansong Qu Liujuan Cao 3DGS 152 0 0 11 Mar 2025
PixFoundation: Are We Heading in the Right Direction with Pixel-level Vision Foundation Models? Mennatullah Siam VLM 81 1 0 06 Feb 2025
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Yunzhi Zhuge Hongyu Gu Lu Zhang Jinqing Qi Huchuan Lu VOS 67 2 0 14 Jan 2025
Beyond Boxes: Mask-Guided Spatio-Temporal Feature Aggregation for Video Object Detection K. Hashmi Talha Uddin Sheikh Didier Stricker Muhammad Zeshan Afzal 70 0 0 06 Dec 2024
Customize Segment Anything Model for Multi-Modal Semantic Segmentation with Mixture of LoRA Experts Chenyang Zhu Bin Xiao Lin Shi Shoukun Xu Xu Zheng MoE 91 8 0 05 Dec 2024
Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation Meng Ye Bingyu Xin L. Axel Dimitris N. Metaxas 23 0 0 30 Oct 2024
Configurable Embodied Data Generation for Class-Agnostic RGB-D Video Segmentation Anthony Opipari Aravindhan K. Krishnan Shreekant Gayaka Min Sun Cheng-Hao Kuo Arnie Sen Odest Chadwicke Jenkins VOS 44 0 0 16 Oct 2024
X-Prompt: Multi-modal Visual Prompt for Video Object Segmentation Pinxue Guo Wanyun Li Hao Huang Lingyi Hong Xinyu Zhou Zhaoyu Chen Jinglun Li Kaixun Jiang Wei Zhang Wenqiang Zhang VLM VOS 39 2 0 28 Sep 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 42 4 0 23 Aug 2024
BihoT: A Large-Scale Dataset and Benchmark for Hyperspectral Camouflaged Object Tracking Hanzheng Wang Wei Li X. Xia Qian Du 55 1 0 22 Aug 2024
3D-Aware Instance Segmentation and Tracking in Egocentric Videos Yash Bhalgat Vadim Tschernezki Iro Laina João F. Henriques Andrea Vedaldi Andrew Zisserman VOS 35 1 0 19 Aug 2024
How Effective are Self-Supervised Models for Contact Identification in Videos Omri Herscovici Limalka Sadith Liel David Daniel Harari Muhammad Haris Khan 23 0 0 01 Aug 2024
Strike the Balance: On-the-Fly Uncertainty based User Interactions for Long-Term Video Object Segmentation Stéphane Vujasinović Kamil Dreczkowski Sebastian Bullinger Norbert Scherer-Negenborn Michael Arens VOS 24 1 0 31 Jul 2024
FoodMem: Near Real-time and Precise Food Video Segmentation Ahmad AlMughrabi Adrián Galán Ricardo Marques P. Radeva VOS 36 1 0 16 Jul 2024
General and Task-Oriented Video Segmentation Mu Chen Liulei Li Wenguan Wang Ruijie Quan Yi Yang VOS 53 4 0 09 Jul 2024
I-MPN: Inductive Message Passing Network for Efficient Human-in-the-Loop Annotation of Mobile Eye Tracking Data Hoang H. Le D. M. Nguyen Omair Shahzad Bhatti Laszlo Kopacsi Thinh P. Ngo Binh T. Nguyen Michael Barz Daniel Sonntag 39 0 0 10 Jun 2024
Training-Free Robust Interactive Video Object Segmentation Xiaoli Wei Zhaoqing Wang Yandong Guo Chunxia Zhang Tongliang Liu Mingming Gong VLM VOS 32 1 0 08 Jun 2024
MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and Motion Angel Villar-Corrales Moritz Austermann Sven Behnke VOS 38 0 0 30 May 2024
Beyond Traditional Single Object Tracking: A Survey Omar Abdelaziz Mohamed Shehata Mohamed Mohamed 35 0 0 16 May 2024
Dynamic in Static: Hybrid Visual Correspondence for Self-Supervised Video Object Segmentation Gensheng Pei Yazhou Yao Jianbo Jiao Wenguan Wang Liqiang Nie Jinhui Tang VOS 32 1 0 21 Apr 2024
Neuromorphic Vision-based Motion Segmentation with Graph Transformer Neural Network Yusra Alkendi Rana Azzam Sajid Javed Lakmal Seneviratne Yahya Zweiri ViT 29 4 0 16 Apr 2024
Visual Knowledge in the Big Model Era: Retrospect and Prospect Wenguan Wang Yi Yang Yunhe Pan VLM 40 16 0 05 Apr 2024
Efficient Video Object Segmentation via Modulated Cross-Attention Memory Abdelrahman M. Shaker Syed Talal Wasim Martin Danelljan Salman Khan Ming-Hsuan Yang Fahad Shahbaz Khan VOS 25 3 0 26 Mar 2024
Object Segmentation-Assisted Inter Prediction for Versatile Video Coding Zhuoyuan Li Zikun Yuan Li Li Dong Liu Xiaohu Tang Feng Wu VOS 29 7 0 18 Mar 2024
VideoMAC: Video Masked Autoencoders Meet ConvNets Gensheng Pei Tao Chen XiRuo Jiang Huafeng Liu Zeren Sun Yazhou Yao VGen 36 9 0 29 Feb 2024
Generative Kaleidoscopic Networks H. Shrivastava 23 0 0 19 Feb 2024
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound Jiajun Zeng Dong Ni Ruobing Huang 23 0 0 07 Feb 2024
A Survey on African Computer Vision Datasets, Topics and Researchers Abdul-Hakeem Omotayo Ashery Mbilinyi L. Ismaila Houcemeddine Turki Mahmoud Abdien ... G. Dovonon Zainab Akinjobi Daniel A. Ajisafe O. Adegboro Mennatullah Siam 19 2 0 21 Jan 2024
VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAE Haonan Yu Wei Xu ViT 28 1 0 20 Jan 2024
OMG-Seg: Is One Model Good Enough For All Segmentation? Xiangtai Li Haobo Yuan Wei Li Henghui Ding Size Wu Wenwei Zhang Yining Li Kai Chen Chen Change Loy VLM MLLM ViT 71 52 0 18 Jan 2024
LogoStyleFool: Vitiating Video Recognition Systems via Logo Style Transfer Yuxin Cao Ziyu Zhao Xi Xiao Derui Wang Minhui Xue Jin Lu AAML 16 4 0 15 Dec 2023
TAM-VT: Transformation-Aware Multi-scale Video Transformer for Segmentation and Tracking Raghav Goyal Wan-Cyuan Fan Mennatullah Siam Leonid Sigal VOS 32 2 0 13 Dec 2023
Segmenting the motion components of a video: A long-term unsupervised model E. Meunier P. Bouthemy 19 0 0 02 Oct 2023
Visual Temporal Fusion Based Free Space Segmentation for Autonomous Surface Vessels Xueyao Liang Hu Xu Yuwei Cheng 18 0 0 02 Oct 2023
PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video Segmentation Shilin Yan Xiaohao Xu Renrui Zhang Lingyi Hong Wenchao Chen Wenqiang Zhang Wei Zhang VOS 13 5 0 21 Sep 2023
Efficient Long-Short Temporal Attention Network for Unsupervised Video Object Segmentation P. Li Yu Zhang L. Yuan Huaxin Xiao Binbin Lin Xianghua Xu VOS 26 17 0 21 Sep 2023
Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation Nian Liu Kepan Nan Wangbo Zhao Yuanwei Liu Xiwen Yao Salman Khan Hisham Cholakkal Rao Muhammad Anwer Junwei Han Fahad Shahbaz Khan VOS 15 7 0 20 Sep 2023
CATR: Combinatorial-Dependence Audio-Queried Transformer for Audio-Visual Video Segmentation Kexin Li Zongxin Yang Lei Chen Yezhou Yang Jun Xiao VOS 39 51 0 18 Sep 2023
Semantic and Articulated Pedestrian Sensing Onboard a Moving Vehicle Maria Priisalu 29 1 0 12 Sep 2023
Towards Vehicle-to-everything Autonomous Driving: A Survey on Collaborative Perception Sishuo Liu Chen Gao Yuan-Hsin Chen Xingyu Peng Xianghao Kong ... Runsheng Xu Wentao Jiang Hao Xiang Jiaqi Ma Miao Wang 35 39 0 31 Aug 2023
VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation Xudong Wang Ishan Misra Ziyun Zeng Rohit Girdhar Trevor Darrell 21 15 0 28 Aug 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 28 20 0 27 Aug 2023
Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and Segmentation Yuanyou Xu Zongxin Yang Yi Yang VOS 44 6 0 25 Aug 2023
Knowledge Propagation over Conditional Independence Graphs Urszula Chajewska H. Shrivastava 16 1 0 10 Aug 2023
Towards AI enabled automated tracking of multiple boxers A. S. Karthikeyan Vipul Baghel Anish Monsley Kirupakaran John Warburton Ranganathan Srinivasan Babji Srinivasan Ravi S. Hegde 29 0 0 09 Aug 2023
XMem++: Production-level Video Segmentation From Few Annotated Frames Maksym Bekuzarov Ariana Bermúdez Joon-Young Lee Haohe Li VLM VOS 21 34 0 29 Jul 2023