{"id":23150545,"url":"https://github.com/sbasma/single_adaptive_mf","last_synced_at":"2025-04-04T14:43:17.740Z","repository":{"id":161622950,"uuid":"635813840","full_name":"sbAsma/single_adaptive_MF","owner":"sbAsma","description":"Adaptive matched filters algorithm","archived":false,"fork":false,"pushed_at":"2023-05-05T12:43:24.000Z","size":9065,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-10T00:37:35.203Z","etag":null,"topics":["adaptive-learning","bhattacharyya-distance","feature-enhancement","feature-extraction","image-classification","image-processing","matched-filter","pso","svm"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/sbAsma.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-05-03T14:04:58.000Z","updated_at":"2023-05-05T12:36:15.000Z","dependencies_parsed_at":null,"dependency_job_id":"86983587-3a41-462c-969d-ddc26c795257","html_url":"https://github.com/sbAsma/single_adaptive_MF","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sbAsma%2Fsingle_adaptive_MF","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sbAsma%2Fsingle_adaptive_MF/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sbAsma%2Fsingle_adaptive_MF/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sbAsma%2Fsingle_adaptive_MF/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sbAsma","download_url":"https://codeload.github.com/sbAsma/single_adaptive_MF/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247198431,"owners_count":20900079,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["adaptive-learning","bhattacharyya-distance","feature-enhancement","feature-extraction","image-classification","image-processing","matched-filter","pso","svm"],"created_at":"2024-12-17T18:17:44.247Z","updated_at":"2025-04-04T14:43:17.733Z","avatar_url":"https://github.com/sbAsma.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Adaptive Matched Filters for VHR Image Classification\nThis is an improved version of the code used to generate the results of [1]. Please refer to [1] for more details. Note that the dataset isn't the same as in the published \npaper. If you are to use the dataset, please cite [2].\n\n\n\u003ca id=\"1\"\u003e[1]\u003c/a\u003e\nB. A. Semcheddine and A. Daamouche, \"Adaptive Matched Filters for VHR Image Classification,\" 2022 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), \nIstanbul, Turkey, 2022, pp. 50-53, doi: 10.1109/M2GARSS52314.2022.9839931.\\\n\u003ca id=\"1\"\u003e[2]\u003c/a\u003e\nR. C. Daudt, B. Le Saux, A. Boulch, and Y. Gousseau, “Multitask learning for large-scale semantic change detection,” Computer Vision and Image Understanding, \nvol. 187, p. 102783, 2019. doi: 10.1016/j.cviu.2019.07.003.\n\n## Dependencies\n- python == 3.7\n- multiprocess ==  0.70.11.1\n- numpy ==  1.21.6\n- pandas ==  1.3.5\n- sklearn ==  1.0.2\n- scipy ==  1.7.3\n- cv2 ==  3.4.2\n- matplotlib ==  3.1.3\n- PIL ==  7.0.0\n- skimage ==  0.19.2\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsbasma%2Fsingle_adaptive_mf","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsbasma%2Fsingle_adaptive_mf","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsbasma%2Fsingle_adaptive_mf/lists"}