Professional Details
| Name | DR. KWANKAMON DITTAKAN |
| kwankamon.d@phuket.psu.ac.th | |
| Phone | +6676 276 712 |
ATTACHMENTS
Curriculum-Vitae.pdf Last Update : 2024-06-06 12:57:04
About Me
| Name | DR. KWANKAMON DITTAKAN |
| Position | Lecturer |
| kwankamon.d@phuket.psu.ac.th | |
| Phone | +6676 276 712 |
EDUCATION
Ph.D in Computer Science University of Liverpool, United Kingdom
วท.ม วิทยาการคอมพิวเตอร์ มหาวิทยาลัยสงขลานครินทร์ ประเทศไทย
วท.บ วิทยาการคอมพิวเตอร์ มหาวิทยาลัยสงขลานครินทร์ ประเทศไทย
RESEARCH INTERESTS
Medical Image Analysis
Image Understanding
Signal Analysis
Database Application Development
Knowledge Discovery from Data
Data Science, Data Analytics
Research Projects
Medical Image Analysis and Mining
Image Processing and Understanding Applications
Signal and Image Mining for Agriculture
Population Estimation Mining From Satellite Imagery
TEACHING
Database Systems (Undergraduate level), 2006-now
Database Development (Undergraduate level), 2012-2015
Database Systems Management, 2016
Advanced Database Systems (Undergraduate level), 2005-2011
Data Mining (Undergraduate level and Graduate level), 2009-now
Information Retrieval (Undergraduate level), 2003-2004
Image Processing (Graduate level), 2017
Graphic Design and Applied Art (Undergraduate level), 2006-2008
MSc/PhD Students
Mr.Sophal Chan
Mrs.Sujittra Sangiem
Ms.Tassanee Hatthiya
International Journal Articles
Kwankamon Dittakan, Kamontorn Prompitak, Phutphisit Thungklang, and Chatchawan Wongwattanakit, Image caption generation using transformer learning methods: a case study on Instagram image. Multimed Tools Appl (2023). https://doi.org/10.1007/s11042-023-17275-9.
Tag: Scopus, Web of Science , image CaptioningKahabodee Prakobchat, Kwankamon Dittakan, Salang Musikasuwan, A Comparative Study on Vehicle Physical Appearance Identification Using Transfer Learning Methods, Engineering Access, VOL. 9, NO. 2, JULY-DECEMBER 2023, pp154-167 (Indexed in Scopus).
Tag: Scopus , image analysisTassanee Hattiya, Kwankamon Dittakan and Salang Musikasuwan, “Diabetic Retinopathy Detection using Convolutional Neural Network: A Comparative Study on Different Architectures”, The Mahasarakham International Journal of Engineering Technology, vol. 7, no. 1, pp. 50-60, 2021 (Scopus)
Tag: Medical image analysisSophal Chan, Kwankamon Dittakan and Matias Garcia-Constantino, Image Texture Analysis for Medical Image Mining: A comparative study direct to Osteoarthritis Classification using Knee X-ray Image, International Journal on Advanced Science, Engineering and Information Technology, Vol 10, No 6, 2020, pp2189-2199. (Indexed in Scopus, CiteScore: 1.31, Quartile 2).
Month/Year: 7/2020
Tag: ScopusSophal Chan, Kwankamon Dittakan and Subhieh El Salhi, Osteoarthritis detection by Applying Quad-tree Analysis to Human Joint Knee X-ray imagery, International Journal of Computers and Applications, Taylor & Francis, 2020, pp 1-8. (Indexed in Scopus, CiteScore: 1.3, Quartile 4) DOI: 10.1080/1206212X.2020.1838145
Month/Year: 11/2020
Tag: Scopus , Medical image analysis , Osteoarthritis detectionSujittra 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 , ScopusNational Journal Articles
ขวัญกมล ดิฐกัญจน์, ปิยะวัฒน์ หนูเล็ก และ กรวิทย์ พฤษชัยนิมมิต, "วินิจฉัยมะเร็งผิวหนังจากภาพถ่ายโทรศัพท์ด้วยโครงข่ายประสาทเทียมสังวัตนาการ", Journal of Information Science and Technology(JIST ),Volume 12, NO 2 | JUL – DEC 2022 | pp: 73-86.
Tag: Medical image analysisINTERNATIONAL Proceedings
Nattanon Saetan and Kwankamon Dittakan, Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON), Chiangmai, Thailand, 2024, pp. 243-248, doi: 10.1109/ECTIDAMTNCON60518.2024. 10480091.
Tag: IEEEKwankmaon 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.
Month/Year: 8/2018
Tag: Image mining , Image processing , Image Analysis , Image Classification , SpringerKwankmaon Dittakan, Nawanol Theera-Ampornpunt and Pattaporn Boodliam, Non-destructive Grading of Pattavia Pineapple using Texture Analysis, Wireless Personal Multimedia Communications 2018 (WPMC'18), Chiang Rai, Thailand, 25-28 November 2018, pp 144-149. IEEE 2018.
Month/Year: 11/2018
Tag: Pineapple Grading , Image mining , Agriculture Informatics , IEEESophal Chan and Kwankamon Dittakan, Osteoarthritis Stages Classification to Human Joint Imagery using Texture Analysis: A Comparative Study on Ten Texture Descriptors, The Second International Conference on Recent Trends in Image Processing & Pattern Recognition (rtip2r 2018), Solapur, Maharastra State, India, 21-22 December 2018. Springer's Lecture Notes in Communications in Computer and Information Science: Volume 1036.
Month/Year: 12/2018
Tag: Image mining , Medical Image Analysis , Osteoarthritis Stages Classification , SpringerKwankamon 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.
Month/Year: 11/2017
Tag: Image mining , Image processing , Image Analysis , Image Classification , IEEEKwankamon 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.
Month/Year: 8/2016
Tag: Image mining , Image processing , Image Analysis , Image Classification , SpringerWen Yu, Frans Coenen, Michele Zito, Kwankamon Dittakan, Classification of 3D Surface Data Using the Concept of Vertex Unique Labelled Subgraphs, The 14th IEEE International Conference on Data Mining (ICDM Workshop 2014), 14-17 December 2014, Page: 47-54.
Month/Year: 12/2014
Tag: Graph-Based , Graph mining , Image Analysis , IEEEKwankamon Dittakan, Frans Coenen, Rob Christley, Satellite Image Mining for Census Collection: A Comparative Study with Respect to the Ethiopian Hinterland, International Conference on Machine Learning and Data Mining (MLDM 2013), New York, United State of America, 19-25 July 2013, Page: 260-274.
Month/Year: 7/2013
Tag: Image mining , Texture analysis , Image processing , SpringerKwankamon 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.
Month/Year: 8/2013
Tag: Image mining , Image processing , Image Analysis , Image Classification , SpringerKwankamon Dittakan, Frans Coenen, Rob Christley, Maya Wardeh, A Comparative Study of Three Image Representations for Population Estimation Mining Using Remote Sensing Imagery, International Conference on Advanced Data Mining and Applications (ADMA 2013), Hangzhou, China, 14-16 December 2013, Page: 253-264.
Month/Year: 12/2013
Tag: Image mining , Image processing , SpringerKwankamon 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.
Month/Year: 12/2012
Tag: Artificial Intelligence , Image processing , Image mining , Image Analysis , Image Classification , SpringerNational Proceedings
ขวัญกมล ดิฐกัญจน์, ณัฎฐ์นรี นวลนิ่ม, ฐิติภรณ์ สว่างวงศ์และ ธัญธร ประทีม. 2560. การนับเม็ดยาต่างขนาดและรูปร่างด้วยเทคนิคการประมวลผลภาพ, การประชุมวิชาการระดับประเทศด้านเทคโนโลยีสารสนเทศ (National Conference on Information Technology) ครั้งที่ 9, ศาลายา, นครปฐม. หน้า 51-56. 1 - 2 พฤศจิกายน พ.ศ. 2560
Month/Year: 11/2017
Tag: Image processing , Pill CountingChapters
Frans Coenen and Kwankamon Dittakan, Image Representation for Image Mining: A Study Focusing on Mining Satellite Images for Census Data Collection, Knowledge Discovery, Knowledge Engineering and Knowledge Management, Springer Communications in Computer and Information Science 914, pp3-27.
Month/Year: 1/2019
Training
Big Data Analytic with Microsoft Azure, 2016
Big Data on HADOOP August, Prince of Songkla University, 2016
Training Program on Instructors for ITEE in Thailand (THITEE), NSTDA Thailand, 2011
E-Marketing, Tourism Authority of Thailand (TAT) and Software Park Thailand, 2010
Oracle Trainer in Thailand University 2009, Oracle Thailand
3D Animation (Train the Trainer) Blender, Software Industry Promotion Agency, 2009
Microsoft Certified Solution Developer (MCSD), 2008
Microsoft Certified Application Developer (MCAD), 2007
Marine Meteorology, Thailand Meteorological Department, 2006
RESEARCH GRANTS
Kwankamon Dittakan (PI), Aziz Nanthaamornphong (Co-PI), and Noppon Leardchoowongsa (Co-PI), Early detection of Alzheimer’s Disease with Image Processing
funded by Bangkok Hospital, 2016- 2020Year: 2016
Wasin Sangiemkul (PI), Esther Jaiwei (Co-PI), Kwankamon Dittakan (Co-PI), Quality Oriented Software Measurement and Evaluation for Education
funded by Software Promotion Agency, 2007Year: 2007
Kwankamon Dittakan (PI), Phuket Immigration Mining Service on Web Service Framework Phase II
funded by Software Promotion Agency, 2007Year: 2007
Kwankamon Dittakan (PI), Phuket Immigration Mining Service on Web Service Framework Phase I
funded by Software Promotion Agency, 2006Year: 2006
CONATCT ME
+6676 276 712
COLLEGE OF COMPUTING
Prince of Songkla University Phuket Campus 80 M.1 Vichitsongkram Road Kathu, Phuket 83120