MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training

3 August 2022

De-An Huang

Papers citing "MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training"

50 / 63 papers shown

Title
Learning Streaming Video Representation via Multitask Training Yibin Yan Jilan Xu Shangzhe Di Yikun Liu Yudi Shi Qirui Chen Zeqian Li Yifei Huang Weidi Xie CLL 82 0 0 28 Apr 2025
Zero-Shot 4D Lidar Panoptic Segmentation Yushan Zhang Aljosa Osep Laura Leal-Taixé Tim Meinhardt 3DPC 42 1 0 01 Apr 2025
Coca-Splat: Collaborative Optimization for Camera Parameters and 3D Gaussians Jiamin Wu Hongyang Li Xiaoke Jiang Yuan Yao Lei Zhang 3DGS 49 0 0 01 Apr 2025
A Temporal Modeling Framework for Video Pre-Training on Video Instance Segmentation Qing Zhong Peng-Tao Jiang Wen Wang Guodong Ding Lin Wu Kaiqi Huang VLM 48 0 0 22 Mar 2025
TrackOcc: Camera-based 4D Panoptic Occupancy Tracking Zhuoguang Chen Kenan Li Xiuyu Yang Tao Jiang Y. Li Hang Zhao 52 0 0 11 Mar 2025
LiDAR-Camera Fusion for Video Panoptic Segmentation without Video Training Fardin Ayar Ehsan Javanmardi Manabu Tsukada Mahdi Javanmardi Mohammad Rahmati VOS 30 0 0 31 Dec 2024
Referring Video Object Segmentation via Language-aligned Track Selection Seongchan Kim Woojeong Jin Sangbeom Lim Heeji Yoon Hyunwook Choi Seungryong Kim VOS 89 0 0 02 Dec 2024
SyncVIS: Synchronized Video Instance Segmentation Rongkun Zheng Lu Qi Xi Chen Yi Wang Kun Wang Yu Qiao Hengshuang Zhao 67 0 0 01 Dec 2024
OnlineTAS: An Online Baseline for Temporal Action Segmentation Qing Zhong Guodong Ding Angela Yao 24 2 0 02 Nov 2024
On Occlusions in Video Action Detection: Benchmark Datasets And Training Recipes Rajat Modi Vibhav Vineet Y. S. Rawat 33 1 0 25 Oct 2024
Temporal-Enhanced Multimodal Transformer for Referring Multi-Object Tracking and Segmentation Changcheng Xiao Qiong Cao Yujie Zhong Xiang Zhang Tao Wang Canqun Yang L. Lan 23 0 0 17 Oct 2024
SDI-Paste: Synthetic Dynamic Instance Copy-Paste for Video Instance Segmentation Sahir Shrestha Weihao Li Gao Zhu Nick Barnes DiffM 31 0 0 16 Oct 2024
Rethinking Video Segmentation with Masked Video Consistency: Did the Model Learn as Intended? Chen Liang Qiang Guo Xiaochao Qu Luoqi Liu Ting Liu VOS 32 0 0 20 Aug 2024
Unified Embedding Alignment for Open-Vocabulary Video Instance Segmentation Hao Fang Peng Wu Yawei Li Xinxin Zhang Xiankai Lu VLM 22 6 0 10 Jul 2024
General and Task-Oriented Video Segmentation Mu Chen Liulei Li Wenguan Wang Ruijie Quan Yi Yang VOS 48 4 0 09 Jul 2024
Context-Aware Video Instance Segmentation Seunghun Lee Jiwan Seo Kiljoon Han Minwoo Choi S. Im VOS 27 0 0 03 Jul 2024
PM-VIS+: High-Performance Video Instance Segmentation without Video Annotation Zhangjing Yang Dun Liu Xin Wang Zhe Li Barathwaj S. Anandan Yi Wu VLM VOS 36 0 0 28 Jun 2024
UVIS: Unsupervised Video Instance Segmentation Shuaiyi Huang Saksham Suri Kamal Gupta Sai Saketh Rambhatla Ser-Nam Lim Abhinav Shrivastava VLM 29 3 0 11 Jun 2024
1st Place Winner of the 2024 Pixel-level Video Understanding in the Wild (CVPR'24 PVUW) Challenge in Video Panoptic Segmentation and Best Long Video Consistency of Video Semantic Segmentation Qingfeng Liu Mostafa El-Khamy Kee-Bong Song 37 0 0 08 Jun 2024
ProMotion: Prototypes As Motion Learners Yawen Lu Dongfang Liu Qifan Wang Cheng Han Yiming Cui Zhiwen Cao Xueling Zhang Yingjie Victor Chen Heng Fan DiffM 30 2 0 07 Jun 2024
3rd Place Solution for MeViS Track in CVPR 2024 PVUW workshop: Motion Expression guided Video Segmentation Feiyu Pan Hao Fang Xiankai Lu 32 3 0 07 Jun 2024
3rd Place Solution for PVUW Challenge 2024: Video Panoptic Segmentation Ruipu Wu Jifei Che Han Li Chengjing Wu Ting Liu Luoqi Liu 36 0 0 06 Jun 2024
PM-VIS: High-Performance Box-Supervised Video Instance Segmentation Zhangjing Yang Dun Liu Wensheng Cheng Jinqiao Wang Yi Wu VLM 29 2 0 22 Apr 2024
Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation Shuting He Henghui Ding VOS 27 23 0 04 Apr 2024
What is Point Supervision Worth in Video Instance Segmentation? Shuaiyi Huang De-An Huang Zhiding Yu Shiyi Lan Subhashree Radhakrishnan Jose M. Alvarez Abhinav Shrivastava A. Anandkumar VOS 27 3 0 01 Apr 2024
CLIP-VIS: Adapting CLIP for Open-Vocabulary Video Instance Segmentation Wenqi Zhu Jiale Cao Jin Xie Shuangming Yang Yanwei Pang VLM CLIP 37 2 0 19 Mar 2024
UniVS: Unified and Universal Video Segmentation with Prompts as Queries Ming-hui Li Shuai Li Xindong Zhang Lei Zhang VOS 33 16 0 28 Feb 2024
Spatio-temporal Prompting Network for Robust Video Feature Extraction Guanxiong Sun Chi Wang Zhaoyu Zhang Jiankang Deng S. Zafeiriou Yang Hua ViT 13 4 0 04 Feb 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 69 51 0 18 Jan 2024
Instance Brownian Bridge as Texts for Open-vocabulary Video Instance Segmentation Ze-Long Cheng Kehan Li Hao Li Peng Jin Chang Liu Xiawu Zheng Rongrong Ji Jie Chen VOS 28 2 0 18 Jan 2024
General Object Foundation Model for Images and Videos at Scale Junfeng Wu Yi-Xin Jiang Qihao Liu Zehuan Yuan Xiang Bai Song Bai VOS VLM 25 38 0 14 Dec 2023
TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation Rongkun Zheng Lu Qi Xi Chen Yi Wang Kun Wang Yu Qiao Hengshuang Zhao 20 2 0 11 Dec 2023
VISAGE: Video Instance Segmentation with Appearance-Guided Enhancement Hanjung Kim Jaehyun Kang Miran Heo Sukjun Hwang Seoung Wug Oh Seon Joo Kim 24 0 0 08 Dec 2023
A Simple Video Segmenter by Tracking Objects Along Axial Trajectories Ju He Qihang Yu Inkyu Shin XueQing Deng Alan L. Yuille Xiaohui Shen Liang-Chieh Chen VOS 28 2 0 30 Nov 2023
EviPrompt: A Training-Free Evidential Prompt Generation Method for Segment Anything Model in Medical Images Yinsong Xu Jiaqi Tang Aidong Men Qingchao Chen VLM MedIm 22 6 0 10 Nov 2023
STOW: Discrete-Frame Segmentation and Tracking of Unseen Objects for Warehouse Picking Robots Yi Li Muru Zhang Markus Grotz Kaichun Mo Dieter Fox 33 4 0 04 Nov 2023
TCOVIS: Temporally Consistent Online Video Instance Segmentation Junlong Li Ting Yu Yongming Rao Jie Zhou Jiwen Lu 28 12 0 21 Sep 2023
Tracking Anything with Decoupled Video Segmentation Ho Kei Cheng Seoung Wug Oh Brian L. Price Alexander Schwing Joon-Young Lee VOS VLM 30 121 0 07 Sep 2023
NOVIS: A Case for End-to-End Near-Online Video Instance Segmentation Tim Meinhardt Matt Feiszli Yuchen Fan Laura Leal-Taixe Rakesh Ranjan ViT 19 5 0 29 Aug 2023
CTVIS: Consistent Training for Online Video Instance Segmentation Kaining Ying Qing Zhong Wei Mao Zhenhua Wang Hao Chen Lin Yuanbo Wu Yifan Liu Chengxiang Fan Yunzhi Zhuge Chunhua Shen 13 36 0 24 Jul 2023
RefineVIS: Video Instance Segmentation with Temporal Attention Refinement Andre Abrantes Jiang Wang Peng Chu Quanzeng You Zicheng Liu VOS 13 0 0 07 Jun 2023
1st Place Solution for PVUW Challenge 2023: Video Panoptic Segmentation Zhang Tao Xingye Tian Haoran Wei Yuehua Wu Shunping Ji Xuebo Wang Xin Tao Yuanhui Zhang Pengfei Wan 19 4 0 07 Jun 2023
DFormer: Diffusion-guided Transformer for Universal Image Segmentation Hefeng Wang Jiale Cao Rao Muhammad Anwer J. Xie F. Khan Yanwei Pang DiffM 23 18 0 06 Jun 2023
DVIS: Decoupled Video Instance Segmentation Framework Tao Zhang Xingye Tian Yuehua Wu Shunping Ji Xuebo Wang Yuan Zhang Pengfei Wan 19 44 0 06 Jun 2023
GRAtt-VIS: Gated Residual Attention for Auto Rectifying Video Instance Segmentation Tanveer Hannan Rajat Koner Maximilian Bernhard Suprosanna Shit Bjoern H. Menze Volker Tresp Matthias Schubert Thomas Seidl 17 3 0 26 May 2023
OpenVIS: Open-vocabulary Video Instance Segmentation Pinxue Guo Tony Huang Peiyang He Xuefeng Liu Tianjun Xiao Zhaoyu Chen Wenqiang Zhang VLM 33 16 0 26 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 14 16 0 22 May 2023
Total-Recon: Deformable Scene Reconstruction for Embodied View Synthesis C. Song Gengshan Yang Kangle Deng Junchen Zhu Deva Ramanan 21 21 0 24 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 37 132 0 19 Apr 2023
Video-kMaX: A Simple Unified Approach for Online and Near-Online Video Panoptic Segmentation Inkyu Shin Dahun Kim Qihang Yu Jun Xie Hong-Seok Kim Bradley Green In So Kweon Kuk-Jin Yoon Liang-Chieh Chen VLM 20 18 0 10 Apr 2023