Search Tags
| Detail | Category | Owner | SortKey |
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N. Theera-Ampornpunt and P. Treepong, " Visual Food Ingredient Prediction Using Deep Learning with Direct F-Score Optimization," Foods, vol. 14, no. 24, Dec. 2025, Art. no. 4269, doi: 10.3390/foods14244269. Tag: F-score optimization, loss function, Deep learning, food ingredient prediction, image classification, cost-sensitive learning |
International Journal Articles | NAWANOL THEERA-AMPORNPUNT | 202512 |
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N. Theera-Ampornpunt and P. Treepong, " Visual Food Ingredient Prediction Using Deep Learning with Direct F-Score Optimization," Foods, vol. 14, no. 24, Dec. 2025, Art. no. 4269, doi: 10.3390/foods14244269. Tag: F-score optimization, loss function, Deep learning, food ingredient prediction, image classification, cost-sensitive learning |
International Journal Articles | PANISA TREEPONG | 202512 |
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N. 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, dessert |
International Journal Articles | NAWANOL THEERA-AMPORNPUNT | 202505 |
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N. 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, dessert |
International Journal Articles | PANISA TREEPONG | 202505 |
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N. 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 rate |
International Journal Articles | NAWANOL THEERA-AMPORNPUNT | 202411 |
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P. Treepong, N. Theera-Ampornpunt, “Early Bread Mold Detection Through Microscopic Images Using Convolutional Neural Network,” Current Research in Food Science, vol. 7, Aug. 2023, Art. no. 100574. Tag: image classification, Microbiology, food safety, food computing |
International Journal Articles | PANISA TREEPONG | 202308 |
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P. Treepong, N. Theera-Ampornpunt, “Early Bread Mold Detection Through Microscopic Images Using Convolutional Neural Network,” Current Research in Food Science, vol. 7, Aug. 2023, Art. no. 100574. Tag: image classification, Microbiology, food safety, food computing |
International Journal Articles | NAWANOL THEERA-AMPORNPUNT | 202308 |
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Kwankmaon Dittakan, Nawanol Theera-Ampornpunt, Pum-Riang Thai Silk Pattern Classification Using Texture Analysis. Proceedings of the Pacific Rim International Conferences on Artificial Intelligence (PRICAI). Nanjing, China. Page: 82-90. August 28-31, 2018, Springer's Lecture Notes in Artificial Intelligence: Volume 11012. 8/ 2018 Tag: Image mining, Image processing, Image Analysis, Image Classification, Springer |
International Proceedings | KWANKAMON DITTAKAN | 201808 |
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Kwankamon Dittakan, Nawanol Theera-Ampornpunt, Waraphon Witthayarat, Sararat Hinnoy, Supawit Klaiwan, and Thunyathorn Pratheep, Banana Cultivar Classification using Scale Invariant Shape Analysis. Proceedings of the 2nd International Conference on Information Technology (InCIT 2017). Nakhon Pathom, Thailand, 2-3 November 2017, Page: 171-176. IEEE 2017. 11/ 2017 Tag: Image mining, Image processing, Image Analysis, Image Classification, IEEE |
International Proceedings | KWANKAMON DITTAKAN | 201711 |
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Kwankamon Dittakan, Frans Coenen, Early Detection of Osteoarthritis Using Local Binary Patterns: A Study Directed at Human Joint Imagery, The 14th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2016), Phuket, Thailand, 22-26 August 2016, Page: 93-105., Springer's Lecture Notes in Artificial Intelligence, volume 9810. 8/ 2016 Tag: Image mining, Image processing, Image Analysis, Image Classification, Springer |
International Proceedings | KWANKAMON DITTAKAN | 201608 |
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Kwankamon Dittakan, Frans Coenen, Rob Christley, Maya Wardeh, Population Estimation Mining Using Satellite Imagery, 15th International Conference on Data Warehousing and Knowledge Discovery (DaWak 2013), Prague, Czech Republic, 26-29 August 2013, Page: 285-296. 8/ 2013 Tag: Image mining, Image processing, Image Analysis, Image Classification, Springer |
International Proceedings | KWANKAMON DITTAKAN | 201308 |
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Kwankamon Dittakan, Frans Coenen, Rob Christley, Towards The Collection of Census Data From Satellite Imagery Using Data Mining: A Study With Respect to the Ethiopian Hinterland, Thirty-Second SGAI International Conference on Artificial Intelligence (AI2012), Cambridge, United Kingdom, 11-13 December 2012, Page: 405-418. 12/ 2012 Tag: Artificial Intelligence, Image processing, Image mining, Image Analysis, Image Classification, Springer |
International Proceedings | KWANKAMON DITTAKAN | 201212 |