{"_buckets": {"deposit": "b83eadba-e936-4a74-9f17-d4481c3a4e12"}, "_deposit": {"created_by": 73, "id": "7727", "owner": "73", "owners": [73], "owners_ext": {"displayname": "", "username": ""}, "pid": {"revision_id": 0, "type": "depid", "value": "7727"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/00007727", "sets": ["1582963674932", "1597396989070", "user-miit"]}, "communities": ["miit"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Region Labeling in Natural Scene Images", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Semantic region labeling is important in the fields of low, mid and high level computer vision. This paper proposes an approach for region labeling in natural scene images using over-segmented regions as a basic unit. This system consists of three phases: segmentation, feature extraction and labeling. The paper uses Marker-controlled Watershed Segmentation (MCWS) algorithm for segmented regions generation. The aim of this system focuses labeling on nine semantic concept classes using color, texture features and 3-layer Feed Forward Neural Network (FFNN) classifier. The system performance is evaluated on the use of public MSRC 9class dataset."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Marker-controlled Watershed Segmentation, Color, Texture, Feed Forward Neural Network (FFNN)"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2021-01-22"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "Region Labeling in Natural Scene Images.pdf", "filesize": [{"value": "237 KB"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_3", "mimetype": "application/pdf", "size": 237000.0, "url": {"url": "https://meral.edu.mm/record/7727/files/Region Labeling in Natural Scene Images.pdf"}, "version_id": "8b7f568f-cb46-4a03-9323-f15d95ac069a"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "IEEE-Explore Digital Library", "subitem_journal_title": "2018 IEEE 7th Global Conference on Consumer Electronics (GCCE)", "subitem_pages": "Pages 746-747", "subitem_volume": "Volume 7"}]}, "item_1583105942107": {"attribute_name": "Authors", "attribute_value_mlt": [{"subitem_authors": [{"subitem_authors_fullname": "Kyawt Kyawt Htay"}, {"subitem_authors_fullname": "Nyein Aye"}]}]}, "item_1583108359239": {"attribute_name": "Upload type", "attribute_value_mlt": [{"interim": "Publication"}]}, "item_1583108428133": {"attribute_name": "Publication type", "attribute_value_mlt": [{"interim": "Journal article"}]}, "item_1583159729339": {"attribute_name": "Publication date", "attribute_value": "2016-10-11"}, "item_title": "Region Labeling in Natural Scene Images", "item_type_id": "21", "owner": "73", "path": ["1582963674932", "1597396989070"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000007727", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2016-10-11"}, "publish_date": "2016-10-11", "publish_status": "0", "recid": "7727", "relation": {}, "relation_version_is_last": true, "title": ["Region Labeling in Natural Scene Images"], "weko_shared_id": -1}