{"id":28392679,"url":"https://github.com/gaomingqi/vos-review","last_synced_at":"2026-01-27T09:17:31.299Z","repository":{"id":46171041,"uuid":"402125942","full_name":"gaomingqi/VOS-Review","owner":"gaomingqi","description":"Datasets and Papers (with codes) discussed in \"Deep Learning for Video Object Segmentation: A Review\", Artificial Intelligence Review, 2023.","archived":false,"fork":false,"pushed_at":"2023-10-30T11:08:53.000Z","size":89,"stargazers_count":52,"open_issues_count":0,"forks_count":4,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-06-26T04:36:00.079Z","etag":null,"topics":["deep-learning","paper","survey","video-object-segmentation","vos"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/gaomingqi.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2021-09-01T16:17:05.000Z","updated_at":"2025-03-13T06:56:28.000Z","dependencies_parsed_at":"2022-09-22T05:12:36.676Z","dependency_job_id":"0df3878f-9abf-469e-bb15-1c84ea3f5a07","html_url":"https://github.com/gaomingqi/VOS-Review","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/gaomingqi/VOS-Review","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaomingqi%2FVOS-Review","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaomingqi%2FVOS-Review/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaomingqi%2FVOS-Review/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaomingqi%2FVOS-Review/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/gaomingqi","download_url":"https://codeload.github.com/gaomingqi/VOS-Review/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaomingqi%2FVOS-Review/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28810475,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-27T07:41:26.337Z","status":"ssl_error","status_checked_at":"2026-01-27T07:41:08.776Z","response_time":168,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deep-learning","paper","survey","video-object-segmentation","vos"],"created_at":"2025-05-31T14:46:04.145Z","updated_at":"2026-01-27T09:17:31.291Z","avatar_url":"https://github.com/gaomingqi.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"## [Deep Learning for Video Object Segmentation: A Review](https://link.springer.com/content/pdf/10.1007/s10462-022-10176-7.pdf)\n\nThis repo collects Deep Learning-based Video Object Segmentation works discussed in the paper:\n\u003eDeep learning for video object segmentation: a review. 2023. [[paper](https://link.springer.com/content/pdf/10.1007/s10462-022-10176-7.pdf)]\n\n- [Section 3. Datasets](https://github.com/gaomingqi/VOS-Review/blob/master/Sections/Section_3_Datasets.md)\n\n- [Section 4.1. Online Fine-tuning-based VOS Methods](https://github.com/gaomingqi/VOS-Review/blob/master/Sections/Section_4_1_Online_methods.md)\n\n- [Section 4.2. Feature Matching-based VOS Methods](https://github.com/gaomingqi/VOS-Review/blob/master/Sections/Section_4_2_Matching_methods.md)\n\n- [Section 4.3. Graph Optimisation-based VOS Methods](https://github.com/gaomingqi/VOS-Review/blob/master/Sections/Section_4_3_Graph_methods.md)\n\n- [Section 4.4. Optical Flow-based VOS Methods](https://github.com/gaomingqi/VOS-Review/blob/master/Sections/Section_4_4_Optical_flow_methods.md)\n\n- [Section 4.5. Mask Propagation-based VOS Methods](https://github.com/gaomingqi/VOS-Review/blob/master/Sections/Section_4_5_Mask_Prop_methods.md)\n\n- [Section 4.6. Long-term Propagation-based VOS Methods](https://github.com/gaomingqi/VOS-Review/blob/master/Sections/Section_4_6_Long_Prop.md)\n\n### :star2: [Awesome VOS Works](https://github.com/gaomingqi/awesome-video-object-segmentation) :star2:\n\nWe also collect [VOS papers and datasets](https://github.com/gaomingqi/awesome-video-object-segmentation) proposed after the review and will continuously update the list. \n\nIf you find our review and repository useful for your research, please consider citing the paper:\n\n```bibtex\n@article{gao2023deep,\n  title={Deep learning for video object segmentation: a review},\n  author={Gao, Mingqi and Zheng, Feng and Yu, James JQ and Shan, Caifeng and Ding, Guiguang and Han, Jungong},\n  journal={Artificial Intelligence Review},\n  volume={56},\n  number={1},\n  pages={457--531},\n  year={2023},\n  publisher={Springer}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgaomingqi%2Fvos-review","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgaomingqi%2Fvos-review","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgaomingqi%2Fvos-review/lists"}