{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T20:16:10Z","timestamp":1776284170040,"version":"3.50.1"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T00:00:00Z","timestamp":1751500800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T00:00:00Z","timestamp":1751500800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,7,3]]},"DOI":"10.1109\/icecet63943.2025.11472090","type":"proceedings-article","created":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T19:42:35Z","timestamp":1775763755000},"page":"1-7","source":"Crossref","is-referenced-by-count":0,"title":["Hybrid Deep Learning Approach Using YOLO and Spatial Transformers for Kinesthetic Math Education in Low-Resource Settings"],"prefix":"10.1109","author":[{"given":"M.S","family":"Sellapperuma","sequence":"first","affiliation":[{"name":"Sri Lanka Institute of Information Technology,Faculty of Computing,Malabe,Sri Lanka"}]},{"given":"K.H. Isuri","family":"Wasana","sequence":"additional","affiliation":[{"name":"Sri Lanka Institute of Information Technology,Faculty of Computing,Malabe,Sri Lanka"}]},{"given":"B.K. Tharushi","family":"Dhananjana","sequence":"additional","affiliation":[{"name":"Sri Lanka Institute of Information Technology,Faculty of Computing,Malabe,Sri Lanka"}]},{"given":"D. L. Nipuni","family":"Anuruddhika","sequence":"additional","affiliation":[{"name":"Sri Lanka Institute of Information Technology,Faculty of Computing,Malabe,Sri Lanka"}]},{"given":"Jenny","family":"Krishara","sequence":"additional","affiliation":[{"name":"Sri Lanka Institute of Information Technology,Faculty of Computing,Malabe,Sri Lanka"}]},{"given":"Dinuka","family":"Wijendra","sequence":"additional","affiliation":[{"name":"Sri Lanka Institute of Information Technology,Faculty of Computing,Malabe,Sri Lanka"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.22219\/mej.v8i2.34218"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/icssas64001.2024.10760799"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1596\/978-1-4648-1052-7"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s40670-020-01049-1"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2013.11.016"},{"key":"ref6","article-title":"I\u2019m different; not dumb. Modes of presentation (VARK) in the tertiary classroom","author":"Fleming","year":"1995"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.52866\/ijcsm.2024.05.01.004"},{"key":"ref8","article-title":"Enhancing the Students\u2019 Telling Time Writing Skills by Using Telling Boards and Word Cards"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-75175-7_47"},{"key":"ref10","article-title":"Abacus Educational Game for Primary School Children: Fun with Abacus","author":"Shyan"},{"issue":"2","key":"ref11","first-page":"1","article-title":"Development of Cognitive Abilities through the Abacus in Primary Education Students: A Randomized Controlled Clinical Trial","volume":"11","author":"Liritzis","year":"2021","journal-title":"Educ Sci (Basel)"},{"key":"ref12","doi-asserted-by":"crossref","DOI":"10.14569\/IJACSA.2024.0150182","article-title":"Applying Computer Vision and Machine Learning Techniques in STEM-Education Self-Study","author":"Abdrakhmanov","year":"2024"},{"key":"ref13","doi-asserted-by":"crossref","DOI":"10.21203\/rs.3.rs-4923469\/v1","article-title":"Machine Learning-Based Real-Time Feedback Assessment System for Student Performance Prediction in Tertiary Institution","author":"Ebem","year":"2024"},{"key":"ref14","article-title":"You Only Look Once: Unified, Real-Time Object Detection","author":"Redmon","year":"2015"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/access.2020.3033289"},{"key":"ref16","article-title":"YOLOv11: An Overview of the Key Architectural Enhancements","author":"Khanam","year":"2024"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.5220\/0010234401510158"},{"key":"ref18","article-title":"Spatial Transformer Networks","author":"Jaderberg","year":"2015"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52688.2022.00254"},{"key":"ref20","article-title":"Deep Residual Learning for Image Recognition","author":"He","year":"2015"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2016.01800"},{"key":"ref22","article-title":"Model Compression Methods for YOLOv5: A Review","author":"Jani","year":"2023"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1594\/1\/012041"},{"key":"ref24","article-title":"EasyQuant: Post-training Quantization via Scale Optimization","author":"Wu","year":"2020"}],"event":{"name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","location":"Paris, France","start":{"date-parts":[[2025,7,3]]},"end":{"date-parts":[[2025,7,6]]}},"container-title":["2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11471878\/11471697\/11472090.pdf?arnumber=11472090","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T19:23:43Z","timestamp":1776281023000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11472090\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,3]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/icecet63943.2025.11472090","relation":{},"subject":[],"published":{"date-parts":[[2025,7,3]]}}}