Ph.D. Students
- Wimolsree Getsophon – Deep Learning for Video Understanding
- Narong Boonsirisumpun – Automatic Vehicle Detection and Classification System using Advanced Deep Learning Architectures
- Prem Enkvetchakul – Deep Convolutional Neural Network to Recognize Plant Leaf Images
- Sarayut Gonwirat – Deep Learning in Historical Document Image Analysis and Recognition
- Gonwirat, S. and Surinta, O. (2022). DeblurGAN-CNN: Effective Image Denoising and Recognition for Noisy Handwritten Characters. IEEE Access, 10, 90133-90148. doi: 10.1109/ACCESS.2022.3201560. (ISI Q2, Impact factor 3.367)
- S. Gonwirat and O. Surinta (2022). CycleAugment: Efficient Data Augmentation Strategy for Handwritten Text Recognition in Historical Document Images. Engineering and Applied Science Research, 49(4), 505-520. https://ph01.tci-thaijo.org/index.php/easr/article/view/246869 (Scopus Q3)
- S. Gonwirat and O. Surinta (2020). Improving Recognition of Thai Handwritten Characters with Deep Convolutional Neural Networks, in Information Science and System (ICISS), The 3rd International Conference on, 82-87. slide, video, https://doi.org/10.1145/3388176.3388181
- Siriwiwat Lata – The Automated Sign Language Translation System using Deep Learning
- Lata, S., Phiphitphatphaisit, S., Gonwirat, S. and Surinta, O.(2022). Dynamic Fingerspelling Recognition from Video Using Deep Learning Approach: From Detection to Recognition. ICIC Express Letters, Part B: Applications, 13(9), 949-957. doi: 10.24507/icicelb.13.09.949. (Scopus Q3)
- Lata, S. and Surinta, O. (2022). An End-to-End Thai Fingerspelling Recognition Framework with Deep Convolutional Neural Networks. ICIC Express Letters, 16(5), 529-536. doi: 10.24507/icicel.16.05.529. (Scopus Q3)
- Thipwimon Chompookham – The Automated Plant Leaf Image Classification System using Deep Learning
- T. Chompookham and O. Surinta (2021). Ensemble Methods with Deep Convolutional Neural Networks for Plant Leaf Recognition. ICIC Express Letters, 15(6), 553-565. (Scopus Q3)
- T. Chompookham, S. Gonwirat, S. Lata, S. Phiphitphatphaisit and O. Surinta (2020). Plant Leaf Image Recognition using Multiple-grid Based Local Descriptor and Dimensionality Reduction Approach, in Information Science and System (ICISS), The 3rd International Conference on, 72-77. slide, video, https://doi.org/10.1145/3388176.3388180
- Sangdaow Noppitak – Deep Learning for Land Use and Land Cover in Aerial Images
- Noppitak, S. and Surinta, O. (2022). dropCyclic: Snapshot Ensemble Convolutional Neural Network Based on a New Learning Rate Schedule for Land Use Classification. IEEE Access, 10, 60725-60737. doi: 10.1109/ACCESS.2022.3180844. (ISI Q2, Impact factor 3.367)
- S. Noppitak and O. Surinta (2021). Ensemble Convolutional Network Architectures for Land Use Classification in Economic Crops Aerial Images. ICIC Express Letters, 15(6), 531-543. (Scopus Q3)
- S. Noppitak, S. Gonwirat, and O. Surinta (2020). Instance Segmentation of Water Body from Aerial Image using Mask Region-based Convolutional Neural Network, in Information Science and System (ICISS), The 3rd International Conference on, 61-66. slide, video, https://doi.org/10.1145/3388176.3388184
- Sirawan Phiphitphatphaisit – Deep Learning Approach for Food Image Recognition System. (Thesis)
Master Students
- Pichada Saichua, Classification of Diabetic Retinopathy Images using Deep Learning
- Thanadol Singkhornart, 2021, Deep Learning for Video Subtitle Detection and Recognition, (Thesis)
- Phukkaraphon Ardarsa, 2021, The Analysis of Water Quality using Clustering Techniques, (Thesis)
- Kuannabha Pimcharee, 2021, Data Mining Approaches for Loan Decision of a Bank, (Thesis)
- Jakkarin Sanuksan, 2019, Applying of Deep Learning Techniques for Plant Image Recognition in a Natural Environment, (Thesis, Cover, Slide, PNE Dataset)
- Tanaphon Roempluk, 2019, A Machine Learning Approach for Detecting Distributed Denial of Service Attacks, (Thesis, Slide)
- Nattawat Ruksaard, 2018, Methods of Silk Pattern Image Retrieval with Small Sample Sizes, (Thesis, Cover, Dataset)