Research Publications
"Complex Emotion Estimation using Analysis-by-Synthesis of Facial Expression Images"
IEEE Access (to be published) (2025)
"Adversarial Halftone QR Code"
IEEE Access Vol. 12, pp. 126729-126737 (2024)
"Multi-View Gait Analysis by Temporal Geometric Features of Human Body Parts"
Journal of Imaging Vol. 10, No. 4, pp. 88 (2024)
"Prediction of post-embolization recurrence in internal carotid-posterior communicating aneurysms with Vel-PointNet"
Journal of Biomechanical Science and Engineering Vol. 18, No. 2, 22-00471 (2023)
"Compound facial expressions image generation for complex emotions"
Multimedia Tools and Applications Vol. 82, No. 8, pp. 11549-11588 (2023)
"In-Line Mura Detection Using Machine Learning and Subspace Method in Display Manufacturing"
Journal of the Society for Information Display Vol. 30, No. 12, pp. 915-930 (2022)
DOI: 10.1002/jsid.1180
"Surreptitious Adversarial Examples through Functioning QR Code"
Journal of Imaging Vol. 8, No. 5, pp. 122 (2022)
"Saliency detection in human crowd images of different density levels using attention mechanism"
Signal Processing: Image Communication Vol. 88, pp. 115976 (2020)
"Analysis of power transmission through IOL with glistenings and whitenings by T-Matrix"
Journal of Quantitative Spectroscopy and Radiative Transfer Vol. 253 (2020)
"Knowledge-Based Multimodal Information Fusion for Role Recognition and Situation Assessment by Using Mobile Robot"
Information Fusion Vol. 50, pp. 126-138 (2019)
"Cumulative Differential Gabor Features for Facial expression classification"
International Journal of Semantic Computing Vol. 9, No. 2, pp. 193-213 (2015)
"Hamming distance based visual tracking in image sequences"
Thammasat International Journal of Science and Technology Vol. 17, No. 2, pp. 27-40 (2012)
"Human-in-the-loop for Machine Learning in Offensive Cybersecurity"
International Conference on Artificial Intelligence in Information and Communication (ICAIIC) Fukuoka, Japan (February 2025)
"Image integrity analysis under defense approaches against adversarial patches"
International Workshop on Advanced Imaging Technology (IWAIT2025) Douliu, Taiwan (January 2025)
"A Proposal for a Quantitative Evaluation Model for Error Image Generation in L2 Vocabulary Learning"
International Conference on Computers in Education (ICCE2024) (November 2024)
"Guiding Art Education with AI: Predicting Subjective Evaluations and Generating Feedback for Pencil Still Life Drawing"
5th International Conference on Artificial Intelligence in Education Technology (AIET 2024) Barcelona, Spain (July 2024)
"A method of Vital Capacity Measurement using Three-Dimensional Depth Sensor"
39th International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC 2024) Okinawa, Japan (July 2024)
"Cybersecurity Intrusion Detection with Image Classification Model Using Hilbert Curve"
19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP) Rome, Italy (February 2024)
ISBN 978-989-758-679-8, ISSN 2184-4321, pages 325-332
"Botnet Detection by Integrating Multiple Machine Learning Models"
10th International Conference on Information Systems Security and Privacy Rome, Italy (February 2024)
ISBN 978-989-758-683-5, ISSN 2184-4356, pages 366-373
"Gait Image Analysis Based on Human Body Parts Model"
IEEE International Conference on Agents (ICA) Kyoto, Japan (December 2023)
"Exploring the Cultural Gaps in Facial Expression Recognition Systems by Visual Features"
IEEE TENCON2023 Chiang Mai, Thailand (October 2023)
"Exploring the Impact of Frequency Components on Adversarial Patch Attacks against an Image Classifier Model"
IEEE TENCON2023 Chiang Mai, Thailand (October 2023)
"Facial Expression Analysis Interpreting Emotion in Multicultural Settings"
Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE2023) Mie, Japan (September 2023)
"Facial Expression Features Analysis with Transfer Learning"
14th International Conference on Knowledge and Systems Engineering (KSE2022) Nha Trang, Vietnam (October 2022)
"Disentangled Facial Expressions Editing in Trained Latent Space"
IEEE International Conference on Systems, Man, and Cybernetics (SMC) Prague, Czech Republic (October 2022)
"In-Line Mura Detection using Convolutional Neural Network in Display Manufacturing"
SID Symposium Digest of Technical Papers 53: 963-966 (June 2022)
DOI: 10.1002/sdtp.15656
"Synthesis of Localized Flooding Disaster Scenes using Conditional Generative Adversarial Network"
IEEE Region 10 Conference (TENCON2021) Auckland, New Zealand (Online) (December 2021)
"Which one is Kaphrao? Identify Thai Herbs with Similar Leaf Structure using Transfer Learning of Deep Convolutional Neural Networks"
IEEE Region 10 Conference (TENCON2021) Auckland, New Zealand (Online) (December 2021)
"Investigating Protection of Deep Learning Visual Features on ECB Encrypted Images"
13th International Conference on Knowledge and Systems Engineering (KSE2021) Bangkok Thailand (Online) (November 2021)
"Facial Age Progression using Conditional Generative Adversarial Network with Heritable Visual Features"
IEEE International Conference on Systems, Man, and Cybernetics (SMC) Melbourne, Australia (Online) (October 2021)
"Interaction Aware Relational Representations for Video Prediction"
IEEE International Conference on Systems, Man, and Cybernetics (SMC) Melbourne, Australia (Online) (October 2021)
"Automatic Peak Frame Selection from Dynamic Facial Expressions"
60th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE2021) Tokyo, Japan (Online) (September 2021)
pp. 1085-1090
"Wasserstein Based EmoGANs+"
International Conference on Imaging, Vision & Pattern Recognition (IVPR) Fukuoka, Japan (Online) (August 2021)
"AdversarialQR Revisited: Improving the Adversarial Efficacy"
27th International Conference on Neural Information Processing (ICONIP2020) Bangkok, Thailand (Online) (November 2020)
pp. 799-806
"Recognition and Analysis of Dynamic Smile Expression using QRNN on image sequences"
59th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE2020) Chiang Mai, Thailand (Online) (September 2020)
pp. 378-381
"Integrating Human Visual Perception in Scene Understanding by Saliency Visual SLAM"
59th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE2020) Chiang Mai, Thailand (Online) (September 2020)
pp. 916-923
"Generation of Compound Emotions Expressions with Emotion Generative Adversarial Networks (EmoGANs)"
59th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE2020) Chiang Mai, Thailand (Online) (September 2020)
pp. 748-755
"AdversarialQR: An adversarial patch in QR code format"
International Conference on Imaging, Vision & Pattern Recognition (IVPR) Fukuoka, Japan (Online) (August 2020)
Finalist for the best paper award
"Simulation of Multiple Light Scattering in Intraocular lens with glistenings by T-Matrix"
International Conference on Advanced Information Technologies (ICAIT) Yangon, Myanmar (November 2019)
pp. 126-131
"A Spontaneous Visible and Thermal Facial Expression of Human Emotion Database"
6th NAFOSTED Conference on Information and Computer Science (NICS) Hanoi, Vietnam (November 2019)
pp. 569-574
"Towards recognizing facial expressions at deeper level: Discriminating genuine and fake smiles from a sequence of images"
6th NAFOSTED Conference on Information and Computer Science (NICS) Hanoi, Vietnam (November 2019)
pp. 387-392
"Saliency Map Extraction in Human Crowd RGB Data"
58th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE2019) Hiroshima, Japan (September 2019)
pp. 941-946 (Best Poster Award)
"A Two-step Method for Extrinsic Calibration between a Sparse 3D Lidar and a Thermal Camera"
International Conference on Control, Automation, Robotics and Vision (ICARCV) Singapore (November 2018)
pp. 1039-1044
"Knowledge-Based Role Recognition by Using Human-Object Interaction and Spatio-Temporal Analysis"
IEEE International Conference on Robotics and Biomimetics (ROBIO) Macau (December 2017)
pp. 159-164 (Finalist for the best paper award)
"3D Feature Points Detection on Sparse and Non-uniform Pointcloud for SLAM"
International Conference on Advanced Robotics (ICAR) Hong Kong (July 2017)
pp. 112-117
"Organ-Based Facial Verification Using Thermal Camera"
IEEE International Symposium on Multimedia (ISM) San Jose, CA (December 2016)
pp. 321-324
"Facial action units detection by robust temporal features"
International Conference on Soft Computing and Pattern Recognition (SoCPaR) Fukuoka, Japan (November 2015)
pp. 161-168
"Independent subspace of dynamic Gabor features for facial expression classification"
IEEE International Symposium on Multimedia (ISM) Taichung, Taiwan (December 2014)
pp. 47-54
"Facial expression classification by temporal template features"
SICE Annual Conference (SICE) Sapporo, Japan (September 2014)
pp. 604-609
"A visual tracking method using the Hamming distance"
International Conference on Information and Communication Technology for Embedded System 3rd Bangkok, Thailand (March 2012)
Best paper
"Hamming Distance based Gradient Orientation Pattern Matching"
International Symposium of Artificial life and Robotics 17th Oita, Japan (January 2012)
"A Real-time Eye-tracking Method using Time-varying Gradient Orientation Patterns"
International Conference on Electrical Engineering/Electronics, Computer, Telecommunications, and Information Technology (ECTI-CON) Chiang Mai, Thailand (May 2010)
"Real-time Gradient Orientation Pattern Matching"
International Conference on Embedded System and information Technology Chiang Mai, Thailand (January 2010)
pp. 492-496
小学生のペアプログラミング学習における話し合い支援手法の提案
教育工学研究会（ET） (2024年10月)
Redefining Adversarial Patch Defense: Exploring Partial Patch Masking Approaches
画像電子学会 第307回研究会 (2024年2月)
Gait image analysis by the voting method on the body parts feature
画像電子学会 第307回研究会 (2024年2月)
超音波断層画像を用いたオプティカルフロー解析による心不全推定
画像電子学会 第307回研究会 (2024年2月)
Gait Recognition by the Voting Method on Temporal Geometric Features of Human Body Parts
2023年映像メディア処理シンポジウム（PCSJ/IMPS2023) (2023年11月)
超音波断層画像を用いた動態特性に基づく心不全の推定
2023年映像メディア処理シンポジウム（PCSJ/IMPS2023) (2023年11月)
Estimation of Heart Failure by Optical Flow Analysis Using Ultrasound Tomographic Sequences
IEEE TENCON2023 Chiang Mai, Thailand (October 2023)
1-page poster session
顔表情識別器を用いた非同調反応がもたらす人とロボットのインタラクション特性の解析
インタラクション (2020年3月)
手書き文字により想起される表出感情の解析
画像工学研究会 (IE) (2020年3月)
複数のロボットと人との感情インタラクション特性に関する研究
ヒューマンインフォメーション研究会（HI2018） (2018年12月)
QRNNを用いた顔動画像解析による笑顔表情特性の解析と識別に関する研究
ヒューマンインフォメーション研究会（HI2018） (2018年12月)
3D画像から受けるポジティブな印象と画像特徴量との関係の解析
2018年映像メディア処理シンポジウム（PCSJ/IMPS2018) (2018年11月)
深層学習を用いた動画像解析による偽の笑顔表情の検出
2018年映像メディア処理シンポジウム（PCSJ/IMPS2018） (2018年11月)
ベストポスター賞
イラスト作成におけるラフスケッチ上の線群からの主線の自動抽出に関する研究
2018年映像メディア処理シンポジウム（PCSJ/IMPS2018） (2018年11月)
モルフォロジカルパターンスペクトルを用いた飛行する野鳥の品種識別と個体数カウントに関する研究
2018年映像メディア処理シンポジウム（PCSJ/IMPS2018） (2018年11月)
歩行者の視線動作のモデル化と特性解析に関する研究
2018年映像メディア処理シンポジウム（PCSJ/IMPS2018） (2018年11月)
場の空気を創るロボットの実現と人の感情への効果の解析に関する研究
2018年映像メディア処理シンポジウム（PCSJ/IMPS2018） (2018年11月)
画像中のオブジェクトの動きによる人の心理特性への効果に関する研究
2018年映像メディア処理シンポジウム（PCSJ/IMPS2018） (2018年11月)
The Synthesis of Chinese Realistic Paintings
2018年映像メディア処理シンポジウム（PCSJ/IMPS2018) (2018年11月)
"Estimating dimensional emotion parameters from facial image features"
2015年映像メディア処理シンポジウム (PCSJ/IMPS2015) (2015年11月)
"Unsupervised learning from facial expression by Latent Dirichlet Allocation"
IEICE Technical Report, BioX2014-37 (2014)
"Feature extraction method for facial expression classification using cumulative change of 2D and 3D image sequences"
2013年映像メディア処理シンポジウム (PCSJ/IMPS2013) (2013年11月)