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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.

Link    12/ 2025

Tag: F-score optimization, loss function, Deep learning, food ingredient prediction, image classification, cost-sensitive learning
International Journal Articles NAWANOL THEERA-AMPORNPUNT 202512

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.

Link    12/ 2025

Tag: F-score optimization, loss function, Deep learning, food ingredient prediction, image classification, cost-sensitive learning
International Journal Articles PANISA TREEPONG 202512

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.

Link    5/ 2025

Tag: Deep learning, food recognition, image classification, dessert
International Journal Articles NAWANOL THEERA-AMPORNPUNT 202505

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.

Link    5/ 2025

Tag: Deep learning, food recognition, image classification, dessert
International Journal Articles PANISA TREEPONG 202505

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.

Link    11/ 2024

Tag: Deep learning, food dataset, food recognition, image classification, learning rate
International Journal Articles NAWANOL THEERA-AMPORNPUNT 202411

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.

Link    8/ 2023

Tag: image classification, Microbiology, food safety, food computing
International Journal Articles PANISA TREEPONG 202308

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.

Link    8/ 2023

Tag: image classification, Microbiology, food safety, food computing
International Journal Articles NAWANOL THEERA-AMPORNPUNT 202308

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

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

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

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

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