My Research

Research Grants

  1. Aug 2025-Jul 2026: Principal Investigator, Unlocking Financial Insights of Language Models: Introducing a Multimodal, Reasoning-Aware Q/A Corpus for Hindi and Thai in Financial Decision-Making, Budget: 500,000 THB, Source: KMITL, Grant Number: KREF206804

  2. Aug 2021-Jul 2023: Co-Principal Investigator, Multimodal Cyber-bully Detection in ASEAN Languages, Budget: 999,000 INR, Source: Government of India, Grant Number: CRD/2020/000325 COMPLETED

  3. Dec 2020-Sep 2021: Principal Investigator, Car Parts Image Segmentation with Deep Learning, Budget: 246,160 THB, Source: IT.KMITL, Grant Number: 2564-02-06-002 COMPLETED

  4. Dec 2019-Sep 2021: Principal Investigator, A Novel Recurrent Two-layer Extreme Learning Machine for Time Series Prediction, Budget: 150,000 THB, Source: KMITL, Grant Number: KREF206307 COMPLETED

  5. Dec 2019-Sep 2021: Principal Investigator, Online Multi-Output Regression, Budget: 150,000 THB, Source: KMITL, Grant Number: KREF206306 COMPLETED

  6. Nov 2019-Jun 2020: Principal Investigator, Identifying User Intent from Text on SCB Mobile Banking App, Budget: 114,800 THB, Source: Siam Commercial Bank PCL. COMPLETED

  7. Nov 2019-Jun 2020: Principal Investigator, Analysis of Click Feedback on SCB Mobile Banking App, Budget: 114,800 THB, Source: Siam Commercial Bank PCL. COMPLETED

  8. Apr 2019-Dec 2019: Principal Investigator, Eye Tracking with Smartphone Front-facing Camera in a Controlled Testing Environment, Budget: 510,300 THB, Source: KBTG, Grant Number: KLABS-G-2019-2 COMPLETED

  9. Jun 2019-Jul 2019: Principal Investigator, DeepWaste: Waste Classification and Recycling Rate Estimation Based on Deep Learning Technique, Budget: 120,000 THB, Source: ASEA-UNINET, Grant Number: ICM-2018-11794 COMPLETED

  10. Oct 2017-Sep 2018: Principal Investigator, An Approach to Select a Group of Associated SNP with Genetic Traits, Budget: 50,000 THB, Source: IT.KMITL, Grant Number: 2561-02-06003 COMPLETED

  11. Oct 2016-Sep 2017: Principal Investigator, Prediction of Human Emotions Stimulated by Content in Image with Eye Movement Data, Budget: 100,000 THB, Source: IT.KMITL COMPLETED

  12. Oct 2014-Jan 2015: Principal Investigator, The Development of Career Roadmap System, Budget: 100,000 THB, Source: Siam Commercial Bank PCL. COMPLETED

  13. Jul 2014-Aug 2014: Principal Investigator, Prediction of Eye Gaze Behavior with Image Features, Budget: 170,000 THB, Source: AUN/SEED-Net. COMPLETED

  14. Sep 2013-Aug 2014: Principal Investigator, The Development of Next Generation Sequencing Tool for Annotation and Variant Filtering of Human Nucleotide Alteration, Budget: 200,800 THB, Source: Ramathibodi Hospital. COMPLETED

  15. Jun 2013-May 2015: Principal Investigator, Predicting where Humans Look at in Images by Machine Learning Techniques, Budget: 480,000 THB, Source: Thailand Research Fund, Grant Number: TRG5680090. COMPLETED

  16. Oct 2012-Sep 2013: Principal Investigator, The Development of Online Submission System for Computer Programming Teaching Tool, Budget: 50,000 THB, Source: IT.KMITL, Grant Number: 2556-0206002. COMPLETED

  17. Jan 2012-May 2012: Principal Investigator, The Development of Submission System for Computer Programming Teaching Tool, Budget: 20,000 THB, Source: IT.KMITL COMPLETED

  18. Oct 2011-Sep 2012: Principal Investigator, Dimensionality Reduction for Data Mining, Budget: 50,000 THB, Source: IT.KMITL, Grant Number 2555-0206003. COMPLETED

  19. Jun 2008-May 2010: Researcher, Personal Information Navigator Adapting Through Viewing (PinView), Budget: 668,558.58 EUR, Source: EU FP7, Grant Number: 216529. COMPLETED

Travel Grants

  1. Apr 2015: Research Collaborations with MICA Institute, Hanoi University of Science and Technology, Source: AUN/SEED-Net.

PhD Students

  1. Supanat Jintawatsakoon (2025-Present)

  2. Jakarin Sirikulthorn (2025-Present)

  3. Alok Yadav (2020-Present)

  4. Wasu Kudisthalert (2017-2022), Variants of Extreme Learning Machine for Image Classification Problems: Developments and There Real-World Applications

  5. Wanthanee Rathasamuth (2016-2020), A Study of Heuristic Feature Selection Techniques for SNP Database

PhD Students (Co-supervisor)

  1. Syukorn Abu Ishaq Alfarozi (2015-2019), Local Sigmoid Method and Its Application on Visible Light Communication, Co-supervised with Dr. Kuntpong Woraratpanya

  2. Ungsumalee Suttapakti (2012-2018), Empirical Monocomponent Image Decomposition and Its Application, Co-supervised with Dr. Kuntpong Woraratpanya

MSc Students - Research Course

  1. Wongsapat Phuengpanyaloet (2025-Present)

  2. Salisa Phosit (2005-Present)

  3. Kittisak Kianwimol (2023-Present)

  4. Chanawee Chavaltada (2016-2019) On Feature Combination for Product Hierarchical Classification by Multiple Kernel Learning

  5. Wasu Kudisthalert (2015-2017) Clustering-Based Weighted Extreme Learning Machine for Classification in Drug Discovery Process

MSc Students - Research Course - Honour Program

  1. Supawit Vatathanavaro (2018-2020) The Modification of Loss Function in Deep Learning for Class Imbalance Data

  2. Suchat Tungjitnob (2018-2020) The Application of Deep Neural Networks in Semi Supervised Learning with Image Data

  3. Wisuwat Sunhem (2015-2017) Face Shape Classification: An approach to Combine Hand-Crafted and Deep Features

MSc Students - Research Course - Honour Program (Co-supervisor)

  1. Kittipop Peuwnuan (2015-2017) Co-supervised with Dr. Kuntpong Woraratpanya

  2. Rathawut Lertsuksakda (2014-2015) Sentiment Analysis using SentiNet, Co-supervised with Dr. Ponrudee Netisopakul

BSc Students

  1. XX (2026-Present) TBC

  2. XX (2026-Present) TBC

  3. Jirath Juhun, Yupaporn Saksrirungroj (2026-Present) AI-based Traffic Scene Understanding System

  4. Kanisorn Somsriagsornsang (2025-Present) Applying the LLM for Pair Computer Programming Education, Co-supervised with Dr. Issarapong Khuankrue

  5. Supphawit Perksuan, Sasitorn Pakdeeruetai (2025) Predicting and Explaining Student Performance Using Machine Learning

  6. Chananya Limcharoen, Keetaphat Sripinta (2025) Development of an Intelligent Chatbot System as Teaching Assistant

  7. Jurarat Aphiwong, Janthima Poupang (2024) Explainable Artificial Intelligence Model for Breast Cancer Detection at Screening Digital Mammography

  8. Wongsapat Phuengpanyaloet, Nonpipat Boonruengkhao (2024) A Unified Framework for Automated Captioning and Damage Segmentation in Car Damage Analysis

  9. Salisa Phosit, SawarodKongsamlit (2023) Cyberbullying Detection from Social Media with Thai Memes

  10. Nonthapaht Taspan, Bukorree Madthing (2023) Car Damage Detection and Recognition using Deep Learning

  11. Siwawong Wonglertchai, Knuth Mekakakorn (2022-2023) Thai Food Image Recognition using Convolutional Neural Network

  12. Thanawat Wongsud, Netchanok Petchurai (2021-2022) Pregnancy Tracking System

  13. Werasut Karnbunjob, Massakorn Aksornsiri (2021) Automatic Cyberbully/Hate Speech Detection in Thai

  14. Phongsathorn Kittiworapanya (2020-2021) DeepWaste: Waste Estimation and Classification System using Computer Vision

  15. Jakkrit Sonsanit, Watcharin Sirigate (2020) Analysis of Dust Exposure Impact on Risk Factors for Non-communication Diseases

  16. Nut Chukamphaeng (2020) Learning to Race with Multi-Agent Deep Reinforcement Learning

  17. Thanawat Lodkaew (2019-2020) Hybrid Loss for Learning Imbalanced Data

  18. Napasin Hongngern (2019-2020) Car Parts Segmentation by Deep Learning

  19. Pornprom Kiawjak (2019-2020) Speaker Verification System, Co-supervised with Dr. Somkiat Wangsiripitak

  20. Kavin Ruengprateepsang (2019-2020) Lip Password, Co-supervised with Dr. Somkiat Wangsiripitak

  21. Boonyarith Piriyothinkul (2018-2019) Text Detection in Manga

  22. Supawit Getmark, Kijtana Chayangsu (2017-2018) Human Gaze Behavior Analysis on Web Browser in Smartphone

  23. Jiravat Boonkumnerd (2017-2018) Automated Document Extraction System

  24. Jirathon Rodprasitt, Wikran Sakuldee (2016-2017) Cow Grading System From Photograph, Co-supervised with Dr. Natapon Pantuwong

  25. Phassarun Iamamphai (2016-2017) A Study of Approaches to Improve Open Government Data Website and a Preparation for Architecture Overview and Big Data Analytic Service on Cloud Computing

  26. Kittipop Peuwnuan, Kittayoch Kongkatitham (2015-2016) Text Recognition in Natural Scenes for Mobile Devices, Co-supervised with Dr. Kuntpong Woraratpanya [VDO]

  27. Chayanis Tuntearapong (2015-2016) Text Detection and Recognition for Text-to-speech synthesis, Co-supervised with Dr. Kuntpong Woraratpanya [VDO]

  28. Panawee Chatkamjuncharoen, Chotiros Wuttilertdeshar (2014-2015) The Prediction of Human Emotion Using Image features and Eye Movements - Best Paper Award-NCIT2015 [VDO]

  29. Trust Rukkunnathum, Chodok Posew (2014-2015) Driver Training Simulator System [VDO]

  30. Nutchaphon Rewik (2014-2015) Particle-Flow Interactive Animation for Painting Image, Co-supervised with Dr. Kuntpong Woraratpanya - Samart Best Senior Project Award [VDO]

  31. Sittipong Apichartstaporn (2014-2015) Analysis of P300 and N100 Signals on Brain-computer Interface with Vibrotactile Biofeedback

  32. Panupon Usachokcharoen (2014-2015) Sign Language Recognition Using Microsoft Kinect

  33. Kittipun Khantitrirat, Chayaphol Prapaipornlert (2013-2014) The Development of Music Information Retrieval System on iOS [VDO]

  34. Rathawut Lertsuksakda, Treerat Klaysuwan (2013-2014) Sentiment analysis using SentiNet, Co-supervised with Dr. Ponrudee Netisopakul - The NSC2014 Finalist [VDO]

  35. Kittaboon Panjarattanakorn, Ubolwan Chaovanakij (2013-2014) The Development of Next Generation Sequencing Tool for Annotation and Variant Filtering of Human Nucleotide Alteration - Best Paper Award-NCCIT2014 [VDO]

  36. Kris Thangchoeywilai (2012-2013) A Development of Computer Game for Enhancing Children skills - The Winner of Microsoft TechDays Thailand & WOWZAPP-Ver2013 (Windows 8 Game), Best Senior Project Award-IT.KMITL [Download] [VDO]

Internship Students (Bachelor's Degree Students)

  1. Car-nalytics: A System for Car Parts Segmentation and Brand Recognition, Special Prize, NAPROCK 14th International Programming Contest, Gunma, Japan (Online): - (1) Nonthapaht Taspan, (2) Bukorree Madthing,

  2. Hate Speech Detection System, Special Prize, NAPROCK 13th International Programming Contest, Akita, Japan (Online): - (1) Werasut Karnbunjob, (2) Massakorn Aksornsiri

  3. Automated Student Attendance/Behaviour Tracking System, Special Prize, NAPROCK 10th International Programming Contest, Tokushima, Japan: - (1) Wiput Pootong, (2) Phongsathron Kittiworapanya

  4. FashionFinder-V3, Third Prize in Artificial Intelligence Application, NSC 2018: - Team Members: (1) Thanawat Lodkaew, (2) Nut Chukamphaeng

  5. FashionFinder-V2, Finalist, International ICT Innovative Services Contest 2017, InnoServe 2017, Taipei, Taiwan: - Team Members: (1) Thanawat Lodkaew, (2) Weeruhputt Supsohmboon

  6. FashionFinder-V2, Special Prize, NAPROCK 9th International Programming Contest, Ise-shi, Japan: - Team Members: (1) Thanawat Lodkaew, (2) Weeruhputt Supsohmboon

  7. FashionFinder-V1, Finalist, Thailand ICT Award 2017, TICTA 2017: - Team Members: (1) Thanawat Lodkaew, (2) Weeruhputt Supsohmboon

  8. IamHere-V2, Third Prize in Mobile Application, NSC 2017: - Team Members: (1) Patcharapon Joksamut, (2) Boonyarith Piriyothinkul, (3) Chayapol Chaimongkolnimit

  9. IamHere, Special Prize, NAPROCK 8th International Programming Contest, Ise-shi, Japan: - Team Members: (1) Patcharapon Joksamut, (2) Boonyarith Piriyothinkul

  10. Inside Me, Best Poster Award, NSC 2016: - Team Members: (1) Sittipong Suwannatrai, (2) Sarawut Bussadee, (3) Arnon Chonrawut, (4) Ek Thamwiwatthana

  11. Job4U, Honoury Mention Award, SCB's HIP (HR& IT Partnership) Project 2014: - Team Members: (1) Sittipong Suwannatrai, (2) Nonpawit Teerachetmongkol, (3) Patchara Pattanakimhun, (4) Phattarapong Chalermpattanapong

Independent Study (Master's Degree Students)

  1. Napat Paniangvait(2023-2024) Application of Drift Detector on Explainable Models with Complex Time Series Data Stream

  2. Siripen Jungjareantrat (2012-2016) Thailand Flood Forecasting

  3. Ek Thamwiwatthana (2012-2013) Prediction of Reference Evapotranspiration with Missing Data in Thailand

  4. Pattheera Janiam (2011-2012) Product Management System for Steel, Stainless Steel, and Aluminium Manufacturer

  5. Arttaya Kittisataporn (2011-2012) Dhipaya Salvage Auto Auctio