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International Proceedings
K. Kingkaew, J. Thaenthong, and T. Suwanapong, "A Comparative Analysis of Lightweight CNN Architectures for Wi-Fi CSI-Based Fall Detection," in Proc. 20th Int. Joint Symp. Artificial Intelligence and Natural Language Processing (iSAI-NLP), Thailand, 2025, to be published.
Month/Year: 11/2025
Tag: Wi-Fi CSI , Fall Detection , Deep Learning , Lightweight Convolutional Neural NetworkInternational Journal Articles
Sujittra Sa-ngiem, Kwankamon Dittakan, Kanya Temkiatvises, Sirisak Yaisoongnern and Kongkiat Kespechara, Cerebral Microbleed Detection by Extracting Area and Number from Susceptibility Weighted Imagery using Convolutional Neural Network, May 2019, Journal of Physics: Conference Series, Volume 1229, pp 012038. (Indexed in Scopus, CiteScore: 0.7). DOI: 10.1088/1742-6596/1229/1/012038
Month/Year: 5/2019
Tag: Deep learning , CMB Detection , Medical image analysis , Cerebral micro-bleeding , Convolutional Neural Network , ScopusN. Theera-Ampornpunt and P. Treepong, "Thai Food Recognition using Deep Learning with Cyclical Learning Rates," IEEE Access, vol. 12, pp. 174204–174221, 2024, doi: 10.1109/ACCESS.2024.3503672.
Tag: Deep learning , food dataset , food recognition , image classification , learning rateN. Theera-Ampornpunt and P. Treepong, "KediNet: a hybrid deep learning architecture for Thai dessert recognition," IEEE Access, vol. 13, pp. 86935–86948, 2025, doi: 10.1109/ACCESS.2025.3569435.
Tag: Deep learning , food recognition , image classification , dessertN. Theera-Ampornpunt and P. Treepong, "KediNet: a hybrid deep learning architecture for Thai dessert recognition," IEEE Access, vol. 13, pp. 86935–86948, 2025, doi: 10.1109/ACCESS.2025.3569435.
Tag: Deep learning , food recognition , image classification , dessertK. Dittakan, J. Thaenthong and T. Prasomkit, "A Comparative Study on Thai License Plate Recognition: Object Detection and Transformer Learning Approaches," in IEEE Access, vol. 13, pp. 99802-99815, 2025, doi: 10.1109/ACCESS.2025.3575811.
Tag: Object Detection , Deep learning , image analysis , Transformer Learning , License Plate DetectionK. Dittakan, J. Thaenthong, S. Rodkuen, and P. Thungklang, “Fungus Classification in Peanuts from Smart Lens Imagery Using Convolutional Neural Network”, Curr. Appl. Sci. Technol., p. e0265905, Oct. 2025.
Tag: Deep learning , Convolutional Neural Network , Image Processing , Classification Model