Dr.Thitirat Siriborvornratanakul Dr.Thitirat Siriborvornratanakul
Thitirat @GSAS-NIDA

Publications

International

  1. A. Pornpanvattana, M. Lertakkakorn, P. Pookpanich, K. Vitheethum, and T. Siriborvornratanakul, "YouTube thumbnail design recommendation systems using image-tabular multimodal data for Thai's YouTube thumbnail," Social Network Analysis and Mining, vol. 14, no. 1, article no. 181, pp. 1-15, Springer, 2024. https://doi.org/10.1007/s13278-024-01317-7 (Impact factor 2.3 @2023, SCImago Q1 as in here, Scopus, DBLP)

  2. M. Jaruschaimongkol, C. Chanchai, S. Kotrcha, and T. Siriborvornratanakul, "Enhanced Bot Game for a Massively Multiplayer Online Role-Playing Game (MMORPG) Using Object Detection," SN Computer Science, vol. 5, no. 7, article no. 845, Springer, 2024. https://doi.org/10.1007/s42979-024-03157-w (SCImago Q2 as in here, Scopus, DBLP)

  3. T. Siriborvornratanakul, "Reducing Human Annotation Effort Using Self-supervised Learning for Image Segmentation," Lecture Notes in Computer Science (LNCS) (LNAI), vol. 14734, pp. 436-445, Springer Cham, 2023. https://doi.org/10.1007/978-3-031-60606-9_26 (SCImago Q2 as in here, Scopus, DBLP, Web of Science)

  4. J. Satjathanakul and T. Siriborvornratanakul, "Sentiment Analysis in Product Reviews in Thai Language," International Journal of Information Technology, vol. XX, no. XX, pages XX-XX, Springer Nature, 202X. https://doi.org/10.1007/s41870-024-01907-w (SCImago Q2 as in here, Scopus)

  5. N. Thedwichienchai and T. Siriborvornratanakul, "2D Virtual Youtuber Character Generation Using Generative Adversarial Networks," In International Conference of Computer Vision and Computational Intelligence (CVCI), Bangkok, Thailand, January 29-31, 2024. https://doi.org/10.1117/12.3023881 (Scopus, SPIE)

  6. P. Tantirapan, S. Pojam, S. Chunloy, K. Rueangsri, P. Buranadilok, and T. Siriborvornratanakul, "E-Commerce Image Classification with Transfer Learning," In International Conference of Computer Vision and Computational Intelligence (CVCI), Bangkok, Thailand, January 29-31, 2024. https://doi.org/10.1117/12.3023880 (Scopus, SPIE)

  7. K. Kaewkaisorn, K. Pintong, S. Bunyang, T. Tansawat, and T. Siriborvornratanakul, "Student Attentiveness Analysis in Virtual Classroom using Distraction, Drowsiness and Emotion Detection," Discover Education, vol. 3, no. 1, article no. 56, 14 pages, Springer, 2024. https://doi.org/10.1007/s44217-024-00117-7

  8. C. Singtothong and T. Siriborvornratanakul, "Deep-Learning based Sleep Apnea Detection Using Sleep Sound, SpO2, and PulseRate," International Journal of Information Technology, vol. XX, no. XX, pages XX-XX, Springer Nature, 202X. https://doi.org/10.1007/s41870-024-01906-x (SCImago Q2 as in here, Scopus)

  9. W. Karoon, P. Chuasuai, P. Thipprasert, N. Khongchu, P. Kunakornjittirak, and T. Siriborvornratanakul, "Adaptive traffic light control using vehicle density," In Asia Pacific Information Technology Conference (APIT), Bangkok, Thailand, pp. 37-42, January 29-31, 2024. https://doi.org/10.1145/3651623.3651629 (Scopus, DBLP, ACM)

  10. T. Withurat, W. Sripen, J. Pattanasukkul, W. Wongsim, S. Jeeratanyasakul, and T. Siriborvornratanakul, "Personal Color Analysis using Color Space Algorithm," Advances in Computational Intelligence (ADCI), vol. 4, no. 2, article no. 5, pp. 1-10, Springer, 2024. https://doi.org/10.1007/s43674-024-00071-9

  11. S. Sompoppokasest and T. Siriborvornratanakul, "A Lightweight Image Inpainting Model for Removing Unwanted Objects from Residential Real Estate’s Indoor Scenes," Multimedia Tools and Applications (MTAP), vol. XX, no. XX, Springer, 202X. https://doi.org/10.1007/s11042-024-18605-1 (Impact factor 3.6 @2022, SCImago Q1 as in here, Scopus, DBLP, ACM, Web of Science)

  12. T. Luangaphirom, S. Lueprasert, P. Kaewvichit, S. Boonphotsiri, T. Burapasikarin, and T. Siriborvornratanakul, "Real-time weight training counting and correction using MediaPipe," Advances in Computational Intelligence (ADCI), vol. 4, no. 2, article no. 3, pp. 1-11, Springer, 2024. https://doi.org/10.1007/s43674-024-00070-w

  13. W. Jintanachaiwat, K. Jongsathitphaibul, N. Pimsan, M. Sojiphan, A. Tayakee, T. Junthep, and T. Siriborvornratanakul, "Using LSTM to Translate Thai Sign Language to Text in Real Time," Discover Artificial Intelligence, vol. 4, no. 1, article no. 17, Springer, 2024. https://doi.org/10.1007/s44163-024-00113-8 (Scopus, DBLP)

  14. S. Sinlapanurak, K. Peerasantikul, N. Phongvichian, K. Jankaew, P. Kusontramas, and T. Siriborvornratanakul, "Hair Transplant Assessment in Asian Men with Receding Hairlines using Images and Computer Vision Techniques," Multimedia Tools and Applications (MTAP), vol. 83, no. 32, pp. 77849-77872, Springer, 2024. https://doi.org/10.1007/s11042-024-18619-9 (Impact factor 3.6 @2022, SCImago Q1 as in here, Scopus, DBLP, ACM, Web of Science)

  15. N. Nitisukanan, C. Boonthaweechok, P. Tiawpanichkij, J. Pissakul, N. Maneesawangwong, and T. Siriborvornratanakul, "StyleGAN2-ADA and Real-ESRGAN: Thai Font Generation with Generative Adversarial Networks," Advances in Computational Intelligence (ADCI), vol. 4, no. 1, article no. 2, pp. 1-10, Springer, 2024. https://doi.org/10.1007/s43674-024-00069-3

  16. K. Tawong, P. Pholsukkarn, P. Noawaroongroj, and T. Siriborvornratanakul, "Economic news using LSTM and GRU models for text summarization in deep learning," Journal of Data, Information and Management, vol. 6, no. 1, pp. 29-39, Springer, 2024. https://doi.org/10.1007/s42488-023-00111-y (ACM)

  17. W. Norasaed and T. Siriborvornratanakul, "Market movement prediction using chart patterns and attention mechanism," Discover Analytics, vol. 2, no. 1, article no. 1, Springer, 2024. https://doi.org/10.1007/s44257-023-00007-6

  18. S. Prommas and T. Siriborvornratanakul, "CNN-based Thai Handwritten OCR: An Application for Automated Mail Sorting," International Journal of Information Technology, vol. 16, no. 2, pages 793-798, Springer Nature, 2024. https://doi.org/10.1007/s41870-023-01638-4 (SCImago Q2 as in here, Scopus)

  19. C. Yosbuth, K. Pattarajariya, P. Sitthikarn, S. Ditjarern, and T. Siriborvornratanakul, "Using Computer Vision for Mango Price Estimation Based on Breed Classification and Quality Grading," Journal of The Institution of Engineers (India): Series B, vol. 105, no. 2, pp. 443-454, Springer, 2024. https://doi.org/10.1007/s40031-023-00970-4 (SCImago Q3 as in here, Scopus)

  20. P. Pookpanich and T. Siriborvornratanakul, "Offensive Language and Hate Speech Detection Using Deep Learning in Football News Live Streaming Chat on YouTube in Thailand," Social Network Analysis and Mining, vol. 14, no. 1, article no. 18, pp. 1-10, Springer, 2024. https://doi.org/10.1007/s13278-023-01183-9 (Impact factor 2.8 @2022, SCImago Q1 as in here, Scopus, DBLP)

  21. M. Jaruschaimongkol, K. Satirapiwong, K. Pipatsattayanuwong, S. Temviriyakul, R. Sangprasert, and T. Siriborvornratanakul, "Automatic Image Captioning in Thai for House Defect Using a Deep Learning-based Approach," Advances in Computational Intelligence (ADCI), vol. 4, no. 1, article no. 1, pp. 1-12, Springer, 2024. https://doi.org/10.1007/s43674-023-00068-w

  22. W. Sarai, N. Monbut, N. Youngchoay, N. Phookriangkrai, T. Sattabun, and T. Siriborvornratanakul, "Enhancing Baggage Inspection through Computer Vision Analysis of X-Ray Images," Journal of Transportation Security, vol. 17, no. 1, article no. 1, pp. 1-13, Springer, 2024. https://doi.org/10.1007/s12198-023-00270-4 (Impact factor 1.3 @2022, SCImago Q2 as in here, Scopus)

  23. P. Watanangura, S. Vanichrudee, O. Minteer, T. Sringamdee, N. Thanngam, and T. Siriborvornratanakul, "A Comparative Survey of Text Summarization Techniques," SN Computer Science, vol. 5, no. 1, article no. 47, Springer, 2024. https://doi.org/10.1007/s42979-023-02343-6 (SCImago Q2 as in here, Scopus, DBLP)

  24. N. Wonglek, S. Maneesinthu, S. Srichaiyaperk, T. Saengmuang, and T. Siriborvornratanakul, "Chart-to-Text Generation Using a Hybrid Deep Network," Advances in Computational Intelligence (ADCI), vol. 3, no. 5, article no. 19, Springer, 2023. https://doi.org/10.1007/s43674-023-00066-y

  25. W. Siripattanadilok and T. Siriborvornratanakul, "Recognition of Partially Occluded Soft-shell Mud Crabs Using Faster R-CNN and Grad-CAM," Aquaculture International, vol. 32, pp. 2977-2997, Springer, 2024. https://doi.org/10.1007/s10499-023-01307-0 (Impact factor 2.9 @2022, SCImago Q1 as in here, Scopus, Web of Science)

  26. W. Jintanachaiwat and T. Siriborvornratanakul, "Vision-based Image Similarity Measurement For Image Search Similarity," International Journal of Information Technology, vol. 15, no. 8, pp. 4125–4130, Springer Nature, 2023. https://doi.org/10.1007/s41870-023-01437-x (SCImago Q2 as in here, Scopus)

  27. S. Bunyang, N. Thedwichienchai, K. Pintong, N. Lael, W. Kunaborimas, P. Boonrat, and T. Siriborvornratanakul, "Self-Supervised Learning Advanced Plant Disease Image Classification with SimCLR," Advances in Computational Intelligence (ADCI), vol. 3, no. 5, article no. 18, Springer, 2023. https://doi.org/10.1007/s43674-023-00065-z

  28. N. Namwong and T. Siriborvornratanakul, "Tag Classification and Detection for Piping and Instrumentation Diagrams," International Journal of Information Technology, vol. 15, no. 7, pp. 3709–3714, Springer Nature, 2023. https://doi.org/10.1007/s41870-023-01394-5 (SCImago Q2 as in here, Scopus)

  29. T. Siriborvornratanakul, "Advanced Artificial Intellgience Methods for Medical Applications," Lecture Notes in Computer Science (LNCS), vol. 14029, Springer Nature Switzerland AG, 2023. https://doi.org/10.1007/978-3-031-35748-0_24 (SCImago Q2 as in here, Scopus, DBLP, Web of Science)

  30. P. Lertsawatwicha and T. Siriborvornratanakul, "Measuring particle size distribution of ground coffee using computer vision," International Journal of Information Technology, vol. 15, no. 6, pp. 2961-2967, Springer Nature, 2023. https://doi.org/10.1007/s41870-023-01364-x (SCImago Q2 as in here, Scopus)

  31. N. Sanguansub, P. Kamolrungwarakul, S. Poopair, K. Techaphonprasit, and T. Siriborvornratanakul, "Song Lyrics Recommendation for Social Media Captions Using Image Captioning, Image Emotion, and Caption-Lyric Matching via Universal Sentence Embedding," Social Network Analysis and Mining, vol. 13, no. 1, article no. 95, Springer, 2023. https://doi.org/10.1007/s13278-023-01097-6 (Impact factor 2.8 @2022, SCImago Q1 as in here, Scopus, DBLP)

  32. N. Itponjaroen, K. Apsornpasakorn, E. Pimthai, K. Kaewkaisorn, S. Panitchart, and T. Siriborvornratanakul, "Speech Emotion Classification Using Semi-Supervised LSTM," Advances in Computational Intelligence (ADCI), vol. 3, no. 4, article no. 12, Springer, 2023. https://doi.org/10.1007/s43674-023-00059-x

  33. T. Siriborvornratanakul, "Pixel-level thin crack detection on road surface using convolutional neural network for severely imbalanced data," Computer-Aided Civil and Infrastructure Engineering (CACAIE), vol. 38, no. 16, pp. 2300-2316, Wiley, November 2023. https://doi.org/10.1111/mice.13010 (Impact factor 10.066 @2021 as in here, SCImago Q1 as in here, Scopus, Web of Science, DBLP)

  34. K. Satirapiwong and T. Siriborvornratanakul, "Information Extraction for Different Layouts of Invoice Images," The Imaging Science Journal, vol. 69, no. 5-8, pp. 417-429, Taylor & Francis, 2021. https://doi.org/10.1080/13682199.2022.2157367 (SCImago Q2 as in here, Scopus, Web of Science)

  35. P. Lertsawatwicha, P. Phathong, N. Tantasanee, K. Sarawutthinun, and T. Siriborvornratanakul, "A Novel Stock Counting System for Detecting Lot Numbers Using Tesseract OCR," International Journal of Information Technology, vol. 15, no. 1, pp. 393-398, Springer Nature, 2023. https://doi.org/10.1007/s41870-022-01107-4 (SCImago Q2 as in here, Scopus)

  36. P. Sungboonlue, S. Thanakaew, K. Rangseepanya, T. Tangpatong, and T. Siriborvornratanakul, "A Study of Redesigning Food Delivery Application in Thailand," TELKOMNIKA Telecommunication Computing Electronics and Control, vol. 20, no. 5, pp. 1073-1082, 2022. http://doi.org/10.12928/telkomnika.v20i5.24094 (SCImago Q3 as in here, Scopus)

  37. T. Siriborvornratanakul, "Human Behavior in Image-based Road Health Inspection Systems Despite the Emerging AutoML," Journal of Big Data, vol. 9, no. 96, 17 pages, Springer, 2022. https://doi.org/10.1186/s40537-022-00646-8 (2-year impact factor 10.835 @2021 as in here, SCImago Q1 as in here, Scopus, DBLP, Web of Science)

  38. T. Siriborvornratanakul, "Downstream Semantic Segmentation Model for Low-level Surface Crack Detection," Advances in Multimedia, vol. 2022, article ID 3712289, 12 pages, 2022. https://doi.org/10.1155/2022/3712289 (SCImago Q2 as in here, Scopus, DBLP, Web of Science)

  39. P. Kittipongdaja and T. Siriborvornratanakul, "Automatic Kidney Segmentation Using 2.5D ResUNet and 2.5D DenseUNet for Malignant Potential Analysis in Complex Renal Cyst based on CT Images," EURASIP Journal on Image and Video Processing, vol. 5, no. 2022, Springer, 2022. https://doi.org/10.1186/s13640-022-00581-x (2-year impact factor 2.399 @2021, SCImago Q2 as in here, Scopus, DBLP, Web of Science)

  40. N. Tavichaiyuth, N. Foojinphan, P. Leelahakorn, S. Kanchanakul, and T. Siriborvornratanakul, "Covid-19 Travel Planner Mobile Application Design with Lean Product Process Framework," Augmented Human Research, vol. 7, no. 1, Springer, 2022. https://doi.org/10.1007/s41133-022-00056-8

  41. T. Siriborvornratanakul, "A New Human Factor Study in Developing Practical Vision-based Applications with the Transformer-based Deep Learning Model," Lecture Notes in Artificial Intelligence (LNAI), Subseries of Lecture Notes in Computer Science (LNCS), vol. 13336, pp. 436-447, Springer Nature Switzerland AG, 2022. https://doi.org/10.1007/978-3-031-05643-7_28 (SCImago Q2 as in here, Scopus, DBLP, Web of Science)

  42. T. Srisombut, S. Thamlersak, P. Chaitantipong, and T. Siriborvornratanakul, "Design Thinking Approach for The Development of Theme Park Application," Augmented Human Research, vol. 6, no. 17, Springer, 2021. https://doi.org/10.1007/s41133-021-00054-2

  43. T. Siriborvornratanakul, "A Deep Learning based Road Distress Visual Inspection System Using Modified U-Net," Lecture Notes in Computer Science (LNCS), vol. 13097, pp. 345-355, Springer Nature Switzerland AG, 2021. https://doi.org/10.1007/978-3-030-90966-6_25 (SCImago Q2 as in here, Scopus, DBLP, Web of Science)

  44. M. Rungruanganukul and T. Siriborvornratanakul, "Deep Learning Based Gesture Classification for Hand Physical Therapy Interactive Program," Lecture Notes in Computer Science (LNCS), vol. 12198, pp. 349-358, Springer Nature Switzerland AG, 2020. https://doi.org/10.1007/978-3-030-49904-4_26 (SCImago Q2 as in here, Scopus, DBLP, Web of Science)

  45. T. Siriborvornratanakul, "Through the Realities of Augmented Reality," Lecture Notes in Computer Science (LNCS), vol. 11786, pp. 253-264, Springer Nature Switzerland AG, 2019. https://doi.org/10.1007/978-3-030-30033-3_20 (SCImago Q2 as in here, Scopus, DBLP, Web of Science)

  46. T. Siriborvornratanakul, "An Automatic Road Distress Visual Inspection System Using an Onboard In-Car Camera," Advances in Multimedia, vol. 2018, article ID 2561953, 10 pages, 2018. https://doi.org/10.1155/2018/2561953 (SCImago Q3 as in here, Scopus, DBLP, Web of Science)

  47. T. Siriborvornratanakul, "Enhancing User Experiences of Mobile-Based Augmented Reality via Spatial Augmented Reality: Designs and Architectures of Projector-Camera Devices," Advances in Multimedia, vol. 2018, article ID 8194726, 17 pages, 2018. https://doi.org/10.1155/2018/8194726 (SCImago Q3 as in here, Scopus, DBLP, Web of Science)

  48. S. Jansrithep and T. Siriborvornratanakul, "AppWatchSecurity: Improving a video surveillance system by integrating smartwatch-based arousal detection," Lecture Notes in Computer Science (LNCS), vol. 9848, pp. 167-175, Springer International Publishing Switzerland 2016. https://doi.org/10.1007/978-3-319-44799-5_13 (SCImago Q2 as in here, Scopus, DBLP, Web of Science)

  49. T. Siriborvornratanakul, "A Study of Virtual Reality Headsets and Physiological Extension Possibilities," Lecture Notes in Computer Science (LNCS), Part II, vol. 9787, pp. 497-508, Springer International Publishing Switzerland, 2016. https://doi.org/10.1007/978-3-319-42108-7_38 (SCImago Q2 as in here, Scopus, DBLP, Web of Science)

  50. T. Siriborvornratanakul, "Color and Active Infrared Vision: Estimate Infrared Vision of Printed Color Using Bayesian Classifier and K-Nearest Neighbor Regression," Lecture Notes in Computer Science (LNCS), vol. 9314, pp. 518-527, Springer International Publishing Switzerland, 2015. https://doi.org/10.1007/978-3-319-24075-6_50 (SCImago Q2 as in here, Scopus, DBLP, Web of Science)

  51. T. Siriborvornratanakul, "Social Media on a Piece of Paper: A Study of Hybrid and Sustainable Media Using Active Infrared Vision," Communications in Computer and Information Science (CCIS), vol. 540, pp. 331-340, Springer-Verlag Berlin Heidelberg, 2015. https://doi.org/10.1007/978-3-662-48319-0_26 (SCImago Q3 as in here, Scopus, DBLP, Web of Science)

  52. T. Siriborvornratanakul, "Multimodal Interface Towards Smartphones: The Use of Pico Projector, Passive RGB Imaging and Active Infrared Imaging," Lecture Notes in Computer Science (LNCS), vol. 8563, pp. 41-50, Springer International Publishing Switzerland, 2014. https://doi.org/10.1007/978-3-319-08849-5_5 (SCImago Q2 as in here, Scopus, DBLP, Web of Science)

  53. T. Siriborvornratanakul, "Vision-based Smart Mobile Projection: A Study of Infrared Projection and Sensing in a Ubiquitous Environment," International Journal of Digital Content Technology and its Applications (JDCTA), vol. 8, no. 2, ISSN 1975-9339, pp. 1-12, 2014. (SCImago Q2 on acceptance as in here, INSPEC as in here)

  54. T. Siriborvornratanakul, "Smart mobile projector: A future where physical and virtual information are seamlessly combined," In Procs. of the Thailand-Japan International Academic Conference (TJIA), Tokyo, Japan, pp. 85-86, October 20, 2012.

  55. T. Siriborvornratanakul and M. Sugimoto, "Cooperative Personal Projection Using Multiple DLP Projectors," In Procs. of the ACM SIGGRAPH ASIA, Hong Kong, December 12-15, 2011. https://doi.org/10.1145/2073304.2073329 (DBLP)

  56. T. Siriborvornratanakul and M. Sugimoto, "ipProjector: A Vision-Based Framework for Unsupervised Ubiquitous Object Augmentation Using a Portable Projector-Camera System," EURASIP Journal on Advances in Signal Processing, Special Issue of Theory and Application of General Linear Image Processing, vol. 2011, article ID 572596, 17 pages, 2011. https://doi.org/10.1155/2011/572596 (SCImago Q2 in 2011 as in here, impact factor 0.811 in 2011 as in here, Scopus, DBLP, Web of Science)

  57. T. Siriborvornratanakul and M. Sugimoto, "Augmenting Physical Objects by a Ubiquitous Spatial Projection Display Operating in the Visible Light Spectrum," International Journal of Information Processing and Management (IJIPM), vol. 2, no. 1, pp. 67-83, 2011. (SCImago Q3 in 2011 as in here)

  58. T. Siriborvornratanakul and M. Sugimoto, "ipProjector: Designs and techniques for geometry-based interactive applications using a portable projector," International Journal of Digital Multimedia Broadcasting (IJDMB), vol. 2010, article ID 352060, 12 pages, 2010. doi:10.1155/2010/352060 (SCImago Q3 in 2010 as in here, Scopus, DBLP, Web of Science)

  59. T. Siriborvornratanakul and M. Sugimoto, "Multiscale Visual Object Detection for Unsupervised Ubiquitous Projection Based on a Portable Projector-Camera System," In Procs. of the IEEE International Conference on Digital Image Computing: Techniques and Applications (DICTA), oral session, Sydney, Australia, pp. 623-628, December 1-3, 2010. https://doi.org/10.1109/DICTA.2010.109 (acceptance rate for oral session = 19%) (DBLP)

  60. T. Siriborvornratanakul and M. Sugimoto, "A portable projector extended for object-centered real-time interactions," In Procs. of the 6th IEEE European Conference on Visual Media Production (CVMP), London, pp.118-126, November 12-13, 2009. https://doi.org/10.1109/CVMP.2009.11 (Web of Science)

  61. T. Siriborvornratanakul and M. Sugimoto, "Clutter-aware Adaptive Projection inside a Dynamic Environment," In Procs. of the 15th ACM Symposium on Virtual Reality Software and Technology (VRST), Bordeaux, France, pp.241-242, October 27-29, 2008. https://doi.org/10.1145/1450579.1450633 (DBLP)

  62. T. Siriborvornratanakul and M. Sugimoto, "Clutter-aware Dynamic Projection System using a Handheld Projector," In Procs. of the 10th IEEE International Conference on Control Automation Robotics and Vision (ICARCV), Hanoi, Vietnam, pp.1271-1276, December 17-20, 2008. https://doi.org/10.1109/ICARCV.2008.4795704 (DBLP, Web of Science)

  63. T. Siriborvornratanakul and M. Sugimoto, "Self-Correcting Handheld Projectors Inside Cluttered Environment," In Procs. of the 11th International Workshop on Advanced Image Technology (IWAIT), Hsinchu, Taiwan, January 7-8, 2008.

Domestic

  1. N. Dumrongsak and T. Siriborvornratanakul, "Self-checkout system using vision-based object recognition and subcategory recognition," Journal of Applied Science and Emerging Technology (JASET), vol. xx, no. xx, 202x. doi:xxx (in Thai) (TCI Tier 1 as in here) [paper] (accepted)

  2. M. Prasertkijaphan, P. Tungpaiboon, T. Suphasiriwattana, D. Sae-Tae, W. Chamnannawa, N. Assavahem, and T. Siriborvornratanakul, "Text-to-face Synthesis for Criminal Sketch," Science and Engineering Connect, vol. 47, no. 2, pp. XX-XX, April-June, 2024. doi:xxx (in Thai) (Scopus, TCI Tier 1 as in here) [paper] (accepted)

  3. W. Lapinee, T. Chuenbanluesuk, V. Boonyuang, W. Tipparot, P. Eiabtawee, and T. Siriborvornratanakul, "Detection System for Vehicles Violating Pedestrian Crosswalks through Illegal Parking," Science and Engineering Connect, vol. 47, no. 1, pp. 63-78, January-March, 2024. doi:xxx (in Thai) (Scopus, TCI Tier 1 as in here) [paper] (accepted)

  4. R. Hanprasopwat, A. Malinee, R. Thongkumpan, J. Boonarak, V. Rojanarachneekorn, and T. Siriborvornratanakul, "Human Pose Recognition for Improving K-Pop Cover Dance," Journal of Engineering and Innovation, vol. 17, no. 3, pp. 108-123, July-September, 2024. (in Thai) (TCI Tier 1 as in here) [paper]

  5. S. Angkawinijwong, P. Chootai , K. Chuenphitthayavut, T. Narksenee, and T. Siriborvornratanakul, "Generative Adversarial Network for DOTA2 Character Generation," Journal of Applied Science and Emerging Technology (JASET), vol. 22, no. 2, 2023. doi:10.14416/JASET.KMUTNB.2023.02.009 (in Thai) (TCI Tier 1 as in here) [paper]

  6. K. Laobandit, K. Satirapiwong, K. Pipatsattayanuwong, E. Chokrattanawijitr, and T. Siriborvornratanakul, "H-Beam Steel Detection from Images Using YOLOv5 with Transfer Learning Technique," Journal of Engineering and Innovation, vol. 16, no. 3, pp. 171-177, July-September, 2023. (in Thai) (TCI Tier 1 as in here) [paper]

  7. P. Maksuwan and T. Siriborvornratanakul, "Classifying e-Commerce Product Categories Using Image-based Deep Learning," KMUTT Research & Development Journal, vol. 46, no. 2, pp. 153-172, April-June, 2023. doi:10.14456/kmuttrd.2023.10 (in Thai) (TCI Tier 1 as in here) [paper]

  8. P. Saechen and T. Siriborvornratanakul, "Oil Palm Fresh Fruit Bunch Ripeness Classification by Deep Learning," KMUTT Research & Development Journal, vol. 46, no. 1, pp. 81-104, January-March, 2023. doi:10.14456/kmuttrd.2023.6 (in Thai) (TCI Tier 1 as in here) [paper]

  9. V. Suwansophon and T. Siriborvornratanakul, "Combining key-target resizing and LSTM language model to reduce typos in Thai soft keyboard," The Journal of KMUTNB, vol. 33, no. 2, pp. 575-587, April-June, 2023. doi:10.14416/j.kmutnb.2021.09.001 (in Thai) (TCI Tier 1 as in here) [paper]

  10. T. Janpakdee and T. Siriborvornratanakul, "Vision-based Deep Learning for Anomaly Detection from Video Cartoon for Kids," The Journal of Applied Science, vol. 21, no. 2, 2022. doi:10.14416/j.appsci.2022.02.013 (in Thai) (TCI Tier 1 as in here) [paper]

  11. T. Chumnankit and T. Siriborvornratanakul, "Thai Fake News Detection Using Natural Language Processing," KMUTT Research & Development Journal, vol. 45, no. 2, pp. 275-287, April-June, 2022. doi:10.14456/kmuttrd.2022.16 (in Thai) (TCI Tier 1 as in here) [paper]

  12. W. Lertsiwanont and T. Siriborvornratanakul, "Hand Gesture Recognition for Real-time Liveness Detection in Mobile Phone Applications Using Deep Learning," The Journal of KMUTNB, vol. 32, no. 1, pp. 153-163, 2022. doi:10.14416/j.kmutnb.2021.06.003 (in Thai) (TCI Tier 1 as in here) [paper]

  13. S. Seanbudh and T. Siriborvornratanakul, "Using Machine Learning to Improve Ticket Classification for IT Service Management System," KMUTT Research & Development Journal, vol. 44, no. 4, October-December, pp. 667-680, 2021. doi:10.14456/kmuttrd.2021.20 (in Thai) (TCI Tier 1 as in here) [paper]

  14. B. Punyasai and T. Siriborvornratanakul, "IoT System for Automatic Controlling of Abalone Mushroom Cultivation," In Applied Statistics Domestic Conference (ASconf2018), Digital Transformation and Thailand 4.0, pp. 38-48, 2018. (in Thai)

  15. T. Siriborvornratanakul, "Mobile projectors: the review of non-laser and laser technologies," The KMITL Journal of Information Technology, vol. 2, no. 1, pp. 63-75, 2013. [paper]

  16. T. Siriborvornratanakul, "Smart projection: The next frontier of interactive visual displays for mobile devices," In The National Institute of Development Administration (NIDA) Foundation 47th Anniversary Conference, The Next Frontier of Development Administration, Bangkok, Thailand, pp.846-873, April 1, 2013. (in Thai) [paper]

Thesis

  1. "Ubiquitous Projection for Vision-based Augmented Reality," Ph.D. Dissertation, Department of Electrical Engineering and Information Systems, University of Tokyo, June, 2011.

  2. "Clutter-aware Projection Techniques using a Handheld Projector," Master's Degree Dissertation, Department of Electronic Engineering, University of Tokyo, August, 2008.

  3. "A Study of Computer Interaction System for Virtual Reality," Bachelor's Degree Senior Project, Department of Computer Engineering, Faculty of Engineering, Chulalongkorn University, 2004.

Book

  1. ฐิติรัตน์ ศิริบวรรัตนกุล. "การวิเคราะห์ขั้นตอนวิธีและโครงสร้างข้อมูล (Algorithm Analysis and Data Structures)," ตำรา, 2017. (สำหรับใช้ประกอบการเรียนการสอนของหลักสูตรปริญญาโท คณะสถิติประยุกต์ นิด้า)

  2. ฐิติรัตน์ ศิริบวรรัตนกุล. "ส่วนต่อประสานกับผู้ใช้และการออกแบบปฏิสัมพันธ์ (User Interface and Interaction Design)," ISBN 978-974-231-922-9, สำนักพิมพ์สถาบันบัณฑิตพัฒนบริหารศาสตร์, หนังสือ, 2017.