AMI

Asst. Prof. Dr. Santhad Chuwongin’s profile

Office Location: The 55-Year Chalermprakiat Building, RM405 & CiRA Lab Floor1Phone: 02-329-8264 ext. 2183Email: santhad.ch@kmitl.ac.th

Education

B.Eng., King Mongkut’s Institute of Technology Ladkrabang (KMITL), Thailand

M.Sc.(Electrical Engineering),The University of Texas at Arlington, USA. (ทุนรัฐบาล)

Ph.D. (Electrical Engineering), The University of Texas at Arlington, USA. (ทุนรัฐบาล)

Research Interests

Quantum Machine Learning (QML), Self-Supervised Learning (SSL), Deep Learning (DL), Industrial Robot & AI, Optoelectronic devices, and  Nanophotonics.

Publications

  1. Veerayuth Kittichai, Morakot Kaewthamasorn, Tanawat Chaiphongpachara, Sedthapong Laojun, Tawee Saiwichai, Kaung Myat Naing, Teerawat Tongloy, Siridech Boonsang & Santhad Chuwongin,                            Enhance fashion classification of mosquito vector species via selfsupervised vision transformer.           Scientific Reports volume -, Article number: – (2024). https://doi.org/10.1038/s41598-024-83358-8
  2. Ratana Charoenpanyakul, Veerayuth Kittichai, Songpol Eiamsamang, Patchara Sriwichai,
    Natchapon Pinetsuksai, Kaung Myat Naing, Teerawat Tongloy, Siridech Boonsang&Santhad Chuwongin, Enhancing mosquito classification through self-supervised learning. Scientific Reports volume 14, Article number: 27123 (2024). https://doi.org/10.1038/s41598-024-78260-2
  3. Supasuta Busayakanon, Morakot Kaewthamasorn, Natchapon Pinetsuksai, Teerawat Tongloy, Santhad Chuwongin, Siridech Boonsang, and Veerayuth Kittichai, Identification of veterinary and medically important blood parasites using contrastive loss-based self-supervised learning. Veterinary World 17(11) October 2024. DOI: 10.14202/vetworld.2024.2619-2634
  4. Veerayuth Kittichai, Weerachat Sompong, Morakot Kaewthamasorn, Thanyathep Sasisaowapak, Kaung Myat Naing, Teerawat Tongloy, Santhad Chuwongin, Suchansa Thanee, Siridech Boonsang, A novel approach for identification of zoonotic trypanosome utilizing deep metric learning and vector database-based image retrieval system. Heliyon Volume 10, Issue 9, e30643, May 15, 2024 https://doi.org/10.1016/j.heliyon.2024.e30643
  5. Kaung Myat Naing, Veerayuth Kittichai, Teerawat Tongloy, Santhad Chuwongin, Siridech Boonsang, The detection and classification of acute myeloid leukaemia blood cell images based on different YOLO approaches, Bulletin of Electrical Engineering and Informatics Vol. 13, No. 2, April 2024, pp. 1147~1158, DOI: https://doi.org/10.11591/eei.v13i2.5698
  6. Veerayuth Kittichai, Morakot Kaewthamasorn, Suchansa Thanee, Thanyathep Sasisaowapak, Kaung Myat
    Naing, Rangsan Jomtarak, Teerawat Tongloy, Santhad Chuwongin, Siridech Boonsang, Superior Auto-Identification of Trypanosome Parasites by Using a Hybrid Deep-Learning Model. Journal of Visualized Experiments : Jove, 27 Oct 2023, (200). https://doi.org/10.3791/65557
  7. Veerayuth Kittichai, Morakot Kaewthamasorn, Yudthana Samung, Rangsan Jomtarak, Kaung Myat Naing, Teerawat Tongloy, Santhad Chuwongin & Siridech Boonsang, Automatic identification of medically important mosquitoes using embedded learning approach‑based image‑retrieval system. Scientific Reports volume 13, Article number: 10609 (2023). https://doi.org/10.1038/s41598-023-37574-3
  8. Nutcha Larpant, Wisanu Niamsi, Julaluk Noiphung, Wipada Chanakiat, Tasanee Sakuldamrongpanich, Veerayuth Kittichai, Teerawat Tongloy, Santhad Chuwongin, Siridech Boonsang, Wanida Laiwattanapaisal, Simultaneous phenotyping of five Rh red blood cell antigens on a paper-based analytical device combined with deep learning for rapid and accurate interpretation. ,Analytica Chimica Acta Volume 1207, 15 May 2022, 339807, https://doi.org/10.1016/j.aca.2022.339807
  9. Kaung Myat Naing, Siridech Boonsang, Santhad Chuwongin, Veerayuth Kittichai, Teerawat Tongloy, Samrerng Prommongkol, Paron Dekumyoy and Dorn Watthanakulpanich, Automatic recognition of parasitic
    products in stool examination using object detection approach, PeerJ Computer Science, (2022)                   DOI 10.7717/peerj-cs.1065
  10. Veerayuth Kittichai, Morakot Kaewthamasorn, Yudthana Samung, Rangsan Jomtarak, Kaung Myat Naing, Teerawat Tongloy, Santhad Chuwongin & Siridech Boonsang,Veerayuth Kittichai, Morakot Kaewthamasorn, Suchansa Thanee, Rangsan Jomtarak, Kamonpob Klanboot, Kaung Myat Naing, Teerawat Tongloy, Santhad Chuwongin & Siridech Boonsang, Classification for avian malaria parasite Plasmodium gallinaceum blood stages by using deep convolutional neural networks. Scientific Reports volume 11, Article number: 16919 (2021). https://doi.org/10.1038/s41598-021-96475-5
  11. Veerayuth Kittichai, Theerakamol Pengsakul, Kemmapon Chumchuen, Yudthana Samung, Patchara Sriwichai, Natthaphop Phatthamolrat, Teerawat Tongloy, Komgrit Jaksukam, Santhad Chuwongin & Siridech Boonsang, Deep learning approaches for challenging species and gender identification of mosquito vectors.  Scientific Reports volume 11, Article number: 4838 (2021). https://doi.org/10.1038/s41598-021-84219-4
  12. Chousak Chousangsuntorn, Teerawat Tongloy, Santhad Chuwongin, Siridech Boonsang, A Deep Learning System for Recognizing and Recovering Contaminated Slider Serial Numbers in Hard Disk Manufacturing Processes, Sensors 2021, 21(18), 6261; https://doi.org/10.3390/s21186261
  13. Kamol Wasapinyokul, Santhad Chuwongin, Ajchara Charoensook,”Effects of baffle reflection and shadow in an integrating sphere on the total luminous flux measurement of a linearly-shaped lamp”,Acta IMEKO, 6(4): pp. 105-112, 2017
  14. W. Zhou, D. Zhao, Y. Shuai, H. Yang, S. Chuwongin, A. Chadha, J.-H. Seo, K. Wang, V. Liu, Z. Ma, and S. Fan, “Fano resonance photonic crystal nanomembrane photonics (Invited review)”,Prog. Quantum. Electron. 38, 1-74 (2014).
  15. A. Chadha, D. Zhao, S. Chuwongin, Z. Ma, and W. Zhou, “Polarization- and angle-dependent characteristics in two dimensional photonic crystal membrane reflector, Appl. Phys. Lett 103.21 (2013):211107
  16. R. Li, S. Wang, S. Chuwongin, and W. Zhou, Nanoscale Silver-Assisted Wet Etching of Crystalline Silicon for Anti-Reflection Surface Textures, J. Nanosciece and Nanotech. Vol. 13(1), 493-7 (2013).
  17. H. Yang, D. Zhao, S. Chuwongin, J.-H. Seo, W. Yang, Y. Shuai, J. Berggren, M. Hammar, Z. Ma and W. Zhou, Transfer printing stacked nanomembrane lasers on silicon?, Nature Photonics 6, 617-622 (2012). AOP July 22, 2012. https://doi.org/10.1038/nphoton.2012.160
  18. Rui Li, Shuling Wang, Santhad Chuwongin,Weidong Zhou, “Nanoscale Silver-assisted Wet Etching of Crystalline Silicon for Flexible Large Area Photovoltaics,” Journal of Nanoscience and Nanotechnology, 2012.
  19. W. Zhou, Z. Ma, S. Chuwongin, Y.-C. Shuai, J.-H. Seo, D. Zhao, H. Yang, and W. Yang, “Semiconductor nanomembranes for integrated silicon photonics and flexible Photonics,” Optical and Quantum Electronics, vol. 44, pp. 605-611, 2012.
  20. D. Zhao, H. Yang, S. Chuwongin, J.H. Seo, Z. Ma and W. Zhou, Design of photonic crystal membrane reflector based VCSELs, IEEE Photon. J.,2012
  21. Y. Hongjun, Z. Deyin, S. Jung-Hun, S. Chuwongin, K. Seok, J. A. Rogers, M. Zhenqiang, and Z. Weidong, “Broadband Membrane Reflectors on Glass,” Photonics Technology Letters, IEEE, vol. 24, pp. 476-478, 2012.
  22. Q. Zexuan, Y. Hongjun, S. Chuwongin, Z. Deyin, M. Zhenqiang, and Z. Weidong, “Design of Fano Broadband Reflectors on SOI,” Photonics Technology Letters, IEEE, vol. 22, pp. 1108-1110, 2010.
  23. H. Yang, S. Chuwongin, Z. Qiang, L. Chen, H. Pang, Z. Ma, and W. Zhou, “Resonance control of membrane reflectors with effective index engineering,” Applied Physics Letters, vol. 95, pp. 023110-023110-3, 2009.
  24. Weidong Zhou, Zhenqiang Ma, Hongjun Yang, Zexuan Qiang, Guoxuan Qin, Huiqing Pang, Li Chen, Weiquan Yang, Santhad Chuwongin, and Deyin Zhao, “Flexible photonic-crystal Fano filters based on transferred semiconductor nanomembranes,” Journal of Physics D: Applied Physics, vol. 42, 234007, 2009.

Conferences

  1. Songpol Eiamsamang, Santhad Chuwongin, Peeraphon Promma, Yudthana Samung, Atiporn Saeung, Kittipong Chaisiri, Theeraphap Chareonviriyaphap, Patchara Sriwichai, DEEP LEARNING TECHNOLOGY FOR FIELD-BASE MOSQUITO VECTOR IDENTIFICATION, JITMM Proceedings 12 (2024) 36-50
  2. Santhad Chuwongin & Dorn Watthanakulpanich, “AI innovation in laboratory diagnosis implemented in a parasitic model: opportunities and challenges” ในการประชุมวิชาการประจำปีสมาคมเทคนิคการแพทย์ ครั้งที่ 46, “Medical Technologists: Power for a Better Tomorrow” ณ ทรู ไอคอน ฮอลล์ และ ไอคอน ซีเนคอนิค ไอคอนสยาม กรุงเทพมหานคร ระหว่างวันที่ 12 – 14 มิถุนายน 2567
  3. Santhad Chuwongin, Self-Supervised Learning Improves Mosquito Classification, Joint International Tropical Medicine Meeting 2023 (JITMM Hybrid 2023)
  4. Songpol Eiamsamang, Santhad Chuwongin, Peeraphon Promma, Yudthana Samung, Atiporn
    Saeuang, Kittipong Chaisiri, Theeraphap Chareonviriyaphap, Patchara Sriwichai, Field-Based Application and Deep Learning Technology for Mosquito Vector Surveillance Monitoring, Joint International Tropical Medicine Meeting 2023 (JITMM Hybrid 2023)
  5. Natchapon Pinetsuksai, Veerayuth Kittichai, Rangsan Jomtarak, Komgrit Jaksukam, Teerawat Tongloy, Siridech Boonsang, Santhad Chuwongin, Development of Self-Supervised Learning with Dinov2-Distilled Models for Parasite Classification in Screening,  2023 15th International Conference on Information Technology and Electrical Engineering (ICITEE) DOI: 10.1109/ICITEE59582.2023.10317719
  6. Naing, K.M., Kittichai, V., Tongloy, T., Chuwongin, S., Boonsang, S. (2023)., Images Retrieval and Classification for Acute Myeloid Leukemia Blood Cell Using Deep Metric Learning, ACIIDS 2023. Communications in Computer and Information Science, vol 1863. Springer, Cham.  https://doi.org/10.1007/978-3-031-42430-4_3
  7. Natchapon Pinetsuksai, Veerayuth Kittichai, Rangsan Jomtarak, Komgrit Jaksukam, Teerawat Tongloy, Siridech Boonsang, Santhad Chuwongin, Superior Automatic Screening for Human Helminthic Ova by Using Self-supervised Learning Approach-Based Object Classification. ACIIDS 2023. Communications in Computer and Information Science, vol 1863. Springer, Cham. https://doi.org/10.1007/978-3-031-42430-4_4
  8. Rangsan Jomtarak, Veerayuth Kittichai, Morakot Kaewthamasorn, Suchansa Thanee, Apinya Arnuphapprasert, Kaung Myat Naing, Teerawat Tongloy, Siridech Boonsang, Santhad Chuwongin, Mobile Bot Application for Identification of Trypanosoma evansi Infection through Thin-Blood Film Examination Based on Deep Learning Approach,  2023 IEEE International Conference on Cybernetics and Innovations (ICCI) DOI: 10.1109/ICCI57424.2023.10112327
  9. T. Tongloy, S. Chuwongin, K. Jaksukam, C. Chousangsuntorn, S. Boonsang: Asynchronous Deep Reinforcement Learning or the Mobile Robot Navigation with Supervised Auxiliary Tasks., Shanghai, China, ICRAE 2017
  10. K. Wasapinyokul*, S. Kaewpirom, S. Chuwongin, S. Boonsang: Highly-transparent multi-layered spin-coated silk fibroin film (Oral presentation), presented in Applied Optics and Photonics China. 4th-6th June 2017, Beijing, China, Proceedings of SPIE, 10460: p. 104600S, 2017.
  11. K. Wasapinyokul*, S. Chuwongin, S. Chanyawadee, R. Leecharoen, A. Charoensook: Effects of baffle in an integrating sphere on the total luminous flux measurement of a linear-shape lamp (Oral presentation), presented in The XXI IMEKO World Congress. 30th?August-4th September 2015, Prague, Czech Republic.
  12. K. Wasapinyokul, S. Chanyawadee, R. Leecharoen, S. Chuwongin, A. Charoensuk: Effects of baffle in integrating sphere on total luminous flux measurement (Poster presentation), presented in New Developments and Applications in Optical Radiometry (NEWRAD). 24th-27th June 2014
  13. W. Fan, D. Zhao, S. Chuwongin, J.-H. Seo, H. Yang, J. Berggren, M. Hammar, Z. Ma, and W. Zhou, Electrically-pumped membrane-reflector surface-emitters on silicon, IEEE Summer Topicals Meeting on Micro- and Nano-cavity Integrated Photonics, July 8-10, 2013, USA.
  14. W. Fan, D. Zhao, S. Chuwongin, J.-H. Seo, H. Yang, J. Berggren, M. Hammar, Z. Ma, and W. Zhou, Fabrication of Electrically-pumped Resonance-cavity Membrane-reflector Surface-emitters on Silicon, IEEE Photonics Conference 2013, USA.
  15. A. Chadha, W. Yang, T. K. Saha, S. Chuwongin, Y. Shuai, W. Zhou, Z. Ma, and G. J. Brown, “Spectral selective absorption enhancement from stacked ultra-thin InGaAs/Si Fano resonance membranes,” in San Francisco, California, USA, 2012, pp. 82680G-7.
  16. M. Rakhmanov, T. Miller, A. Gribovskiy, B. Frost, S. Chuwongin, D. Zhao, W. Zhou, “Sub-Wavelength Diffraction Losses in a Silicon Nano-Patterned Membrane,” in IEEE Photonics 2012 conference, Hyatt Regency San Francisco Airport Burlingame, California USA, 2012.
  17. Rui Li, Santhad Chuwongin ,Shuling Wang, Weidong Zhou, “Ag-Assisted Electrochemical Etching of Silicon for Antireflection in Large Area Crystalline Thin-Film Photovoltaics,” in 38th IEEE Photovoltaic Specialists Conference, 2012.
  18. S. Chuwongin, H. Yang, J.-H. Seo, D. Zhao, W. Yang, J. Berggren, M. Hammar, Z. Ma, and W.D. Zhou, “Nanomembrane Transfer Printing for MR-VCSELs on Silicon,” in IEEE Photonics 2012 conference, 2012.
  19. Santhad Chuwongin, Deyin Zhao, Y. Shuai,Hongjun Yang, Weidong Zhou, Jung-Hun Seo, Zhenqiang Ma, “Transfer printed 2D crystalline semiconductor nanomembranes for photonic crystal Fano resonance filters and reflectors on Si and flexible substrates,” in US-KOREA JSNT 2012(Poster).
  20. S. Chuwongin, D. Zhao, H. Yang, J.-H. Seo, J. Berggren, M. Hammar, Z. Ma and W.Zhou, Transfer printing photonic crystal nanomembrane lasers on silicon with low optical pumping threshold (POSTDEADLINE paper), 9th International Conference on Group IV Photonics, Aug. 29-31, 2012, San Diego, CA.
  21. A. Gribovskiy, T. D. Miller, and M. Rakhmanov, S. Chuwongin, D. Zhao, andW. Zhou, Wide-Angle Polarization-Dependent Diffraction in a Silicon Nano-Patterned Membrane Reflector, Texas section American Physical Society Fall 2012 Meeting, Lubbock, TX, Oct. 25-27, 2012.
  22. W. Yang, H. Yang, S. Chuwongin, J.-H. Seo, Z. Ma, J. Berggren, M. Hammar, and W. D. Zhou, Frame-Assisted Membrane Transfer for Large Area Optoelectronic Devices on Flexible Substrates, in IEEE Winter 2011 Topicals on Photonic Materials and Integration Architecuture, Keystone, CO, Jan. 10-12, 2011 , pp. 113-114.
  23. W. Zhou, Z. Ma, W. Yang, S. Chuwongin, Y.-C. Shuai, J.-H. Seo, D. Zhao, H. Yang and R. Soref, Semiconductor nanomembranes for integrated and flexible photonics, (INVITED), in International Topical Meeting on Information Photonics, Ottawa, Canada, May 18-20, 2011, pp. 1-2.
  24. S. Chuwongin, Y. Weiquan, Y. Hongjun, Z. Weidong, and M. Zhenqiang, “Flexible crystalline InP nanomembrane LED arrays,” in IEEE Photonics Society Annual Meeting, Denver, Nov. 8-11, 2010, pp. 643-644
  25. W. Zhou, Z. Ma, H. Yang, L. Chen, W. Yang, Z. Qiang, G. Qin, H. Pang, S. Chuwongin, and D. Zhao, “Semiconductor nanomembranes for stacked and flexible photonics (Invited),” in Photonics West, Silicon Photonics V, San Francisco, California, USA, 2010, pp. 76060U-10.
  26. Y. Hongjun, S. Chuwongin, C. Li, Q. Zexuan, Z. Weidong, P. Huiqing, and M. Zhenqiang, “Spectral trimming of fano reflectors on silicon and glass substrates,” in IEEE LEOS Annual Meeting, Long Beach, CA, Nov. 9-13, 2008, pp. 818-819.

Courses

12026003 ENGINEERING MATHEMATICS 2

12026118 SENSORS AND ACTUATORS

12026105 ELECTRICAL ENGINEERING 1

12026202 ESD AND EMI CONTROL IN MANUFACTURING PROCESS

12026208 MICROELECTRONIC MANUFACTURING

12026401 FUNDAMENTAL OF INDUSTRIAL ROBOTICS

12017811 MATHEMATICAL MODELING OF PRODUCTION SYSTEMS ENGINEERING

Doing research with our CiRA team, you can:

  • Work on important problems in areas such as manufacturing, healthcare and education, using deep learning.
  • Learn, develop, and deploy machine learning / deep learning algorithms and applications including ROS.
  • Have an opportunity to know fancy topics in Nanophotonics.

Joining CiRA research group.

  • If you are interested in getting involved in AI or Deep learning research, please feel free to get in touch. So that I can get to know you better, please sending a copy of your resume to chsantad@gmail.com
  • Looking for a scholarship. If you are planning to be a Master or PhD KMITL student and interested in a scholarship, please email your resume to chsantad@gmail.com. I would encourage you to get involved in Robotic and AI research at CiRA lab.

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