{"_buckets": {"deposit": "e07325c4-629b-40bc-9f95-d82131bd7cdc"}, "_deposit": {"id": "4433", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "4433"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/4433", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Integration of Marker Controlled Watershed and Region Merging Method for Image Segmentation", "subitem_1551255648112": "en_US"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Automatic image segmentation is a veryimportant task for image analysis, object detectionand recognition tasks. In this research, automaticimage segmentation system is proposed whichincludes three main approaches: preprocessing,segmentation and post processing approach. Thepreprocessing step estimates a better approximationof gradient magnitudes by the modified 7x7Laplacian of Gaussian (LoG) edge filter. Insegmentation step, marker controlled watershedmethod (MCWS) is applied to solve oversegmentation problem. Finally, the segmentedregions are merged by using histogram similarity toobtain the accurate segmented regions in an image.This system is tested on two different kinds ofdatasets: medical image dataset and color naturalimage dataset. In this research, this system has alsoachieved accuracy 93.01% for brain image, 76.72%for color natural image. The running time of theproposed system takes five times than MCWS methodfor medical images due to region merging process formany complex regions."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Marker-controlled watershed"}, {"interim": "Gradient"}, {"interim": "Region Merging"}, {"interim": "Over segmentation"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-10-25"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "Integration of Marker Controlled Watershed and Region Merging Method for Image Segmentation .pdf", "filesize": [{"value": "895 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 895000.0, "url": {"url": "https://meral.edu.mm/record/4433/files/Integration of Marker Controlled Watershed and Region Merging Method for Image Segmentation .pdf"}, "version_id": "8951ff09-af5e-4d81-ae49-a17c981eff3e"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Fourteenth International Conference On Computer Applications (ICCA 2016)", "subitem_pages": "", "subitem_volume": ""}]}, "item_1583103147082": {"attribute_name": "Conference papers", "attribute_value_mlt": [{"subitem_acronym": "", "subitem_c_date": "", "subitem_conference_title": "", "subitem_part": "", "subitem_place": "", "subitem_session": "", "subitem_website": ""}]}, "item_1583103211336": {"attribute_name": "Books/reports/chapters", "attribute_value_mlt": [{"subitem_book_title": "", "subitem_isbn": "", "subitem_pages": "", "subitem_place": "", "subitem_publisher": ""}]}, "item_1583103233624": {"attribute_name": "Thesis/dissertations", "attribute_value_mlt": [{"subitem_awarding_university": "", "subitem_supervisor(s)": [{"subitem_supervisor": ""}]}]}, "item_1583105942107": {"attribute_name": "Authors", "attribute_value_mlt": [{"subitem_authors": [{"subitem_authors_fullname": "Mon, Khin Lay"}, {"subitem_authors_fullname": "War, Nu"}]}]}, "item_1583108359239": {"attribute_name": "Upload type", "attribute_value_mlt": [{"interim": "Publication"}]}, "item_1583108428133": {"attribute_name": "Publication type", "attribute_value_mlt": [{"interim": "Article"}]}, "item_1583159729339": {"attribute_name": "Publication date", "attribute_value": "2016-02-25"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/2366"}, "item_title": "Integration of Marker Controlled Watershed and Region Merging Method for Image Segmentation", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000004433", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-10-25"}, "publish_date": "2019-10-25", "publish_status": "0", "recid": "4433", "relation": {}, "relation_version_is_last": true, "title": ["Integration of Marker Controlled Watershed and Region Merging Method for Image Segmentation"], "weko_shared_id": -1}