MERAL Myanmar Education Research and Learning Portal
Item
{"_buckets": {"deposit": "0586d018-1356-42cd-a1b7-490b9be6d0d3"}, "_deposit": {"id": "3487", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "3487"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/3487", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Mobile based Text Image Recognition using Deep Learning Approach", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Recognizing text image from mobile phone is achallenge task for limited capacity and processingpower. And also the accuracy of the system isimportant for text image recognition system. In thissystem, we aimed to develop a Text Image RecognitionSystem for mobile environment using MyanmarCharacter Dataset. Firstly, the image captured frommobile phone’s camera and then segment eachconnected character using Connected LabelingAlgorithm. After that the segmented characters inputinto the Convolutional Neural Network by passinglayer by layer to get feature maps for recognizing thewords in a given text image."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Connected Labeling Algorithm"}, {"interim": "Convolutional Neural Network"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-07-23"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "ICCA 2019 Proceedings Book-pages-335-339.pdf", "filesize": [{"value": "699 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 699000.0, "url": {"url": "https://meral.edu.mm/record/3487/files/ICCA 2019 Proceedings Book-pages-335-339.pdf"}, "version_id": "63f33503-a0ba-41b0-88fb-7960eabce345"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Seventeenth International Conference on Computer Applications(ICCA 2019)", "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": "Maung, Saw Zay Maung"}, {"subitem_authors_fullname": "Aye, Nyein"}]}]}, "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": "2019-02-27"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/1232"}, "item_title": "Mobile based Text Image Recognition using Deep Learning Approach", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "https://meral.edu.mm/records/3487", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-23"}, "publish_date": "2019-07-23", "publish_status": "0", "recid": "3487", "relation": {}, "relation_version_is_last": true, "title": ["Mobile based Text Image Recognition using Deep Learning Approach"], "weko_shared_id": -1}
Mobile based Text Image Recognition using Deep Learning Approach
https://meral.edu.mm/records/3487
https://meral.edu.mm/records/34875486eeca-78cc-4774-a5bd-ca3c829d4dc1
0586d018-1356-42cd-a1b7-490b9be6d0d3
Name / File | License | Actions |
---|---|---|
ICCA 2019 Proceedings Book-pages-335-339.pdf (699 Kb)
|
|
Publication type | ||||||
---|---|---|---|---|---|---|
Article | ||||||
Upload type | ||||||
Publication | ||||||
Title | ||||||
Title | Mobile based Text Image Recognition using Deep Learning Approach | |||||
Language | en | |||||
Publication date | 2019-02-27 | |||||
Authors | ||||||
Maung, Saw Zay Maung | ||||||
Aye, Nyein | ||||||
Description | ||||||
Recognizing text image from mobile phone is achallenge task for limited capacity and processingpower. And also the accuracy of the system isimportant for text image recognition system. In thissystem, we aimed to develop a Text Image RecognitionSystem for mobile environment using MyanmarCharacter Dataset. Firstly, the image captured frommobile phone’s camera and then segment eachconnected character using Connected LabelingAlgorithm. After that the segmented characters inputinto the Convolutional Neural Network by passinglayer by layer to get feature maps for recognizing thewords in a given text image. | ||||||
Keywords | ||||||
Connected Labeling Algorithm, Convolutional Neural Network | ||||||
Identifier | http://onlineresource.ucsy.edu.mm/handle/123456789/1232 | |||||
Journal articles | ||||||
Seventeenth International Conference on Computer Applications(ICCA 2019) | ||||||
Conference papers | ||||||
Books/reports/chapters | ||||||
Thesis/dissertations |