Publications

Teerapong Panboonyuen, C. Charoenphon, C. Satirapod (2025). GuidedBox: A segmentation-guided box teacher-student approach for weakly supervised road segmentation. In European Journal of Remote Sensing (Taylor & Francis).

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Teerapong Panboonyuen (2025). CU-ICU: Customizing Unsupervised Instruction-Finetuned Language Models for ICU Datasets via Text-to-Text Transfer Transformer. In the 14th Critical Care Conference (King Chulalongkorn Memorial Hospital).

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Teerapong Panboonyuen, C. Charoenphon, C. Satirapod (2025). SatDiff: A Stable Diffusion Framework for Inpainting Very High-Resolution Satellite Imagery. In IEEE Access (Supported by the Ratchadapisek Somphot Fund for Postdoctoral Fellowship, 2024–2025).

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Teerapong Panboonyuen, C. Charoenphon, C. Satirapod (2025). CHULA: Custom Heuristic Uncertainty-Guided Loss for Accurate Land Title Deed Segmentation. In IEEE Access (Supported by C2F Postdoctoral Funding, 2025–2026).

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C. Charoenphon, Teerapong Panboonyuen, B. Zhang, C. Satirapod (2025). Investigating the use of deep learning-derived weighted mean temperature for GPS-PWVs estimation. In Journal of Spatial Science (Taylor & Francis).

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Teerapong Panboonyuen (2025). ALBERT: Advanced Localization and Bidirectional Encoder Representations from Transformers for Automotive Damage Evaluation. In arXiv:2506.10524 [cs.CV].

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Teerapong Panboonyuen (2025). SLICK: Selective Localization and Instance Calibration for Knowledge-Enhanced Car Damage Segmentation in Automotive Insurance. In arXiv:2506.10528 [cs.CV].

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N. Nithisopa, Teerapong Panboonyuen (2025). DOTA: Deformable Optimized Transformer Architecture for End-to-End Text Recognition with Retrieval-Augmented Generation. In 17th International Conference on Knowledge and Smart Technology (KST2025).

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C. Dechsupa, Teerapong Panboonyuen, W. Vatanawood (2025). ENGRU: A Preliminary Investigation of AI-Augmented Formal Verification and Its Challenges. In IEEE Access.

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Teerapong Panboonyuen (2024). SEA-ViT: Sea Surface Currents Forecasting Using Vision Transformer and GRU-Based Spatio-Temporal Covariance Modeling. In 17th International Conference on Knowledge and Smart Technology (KST2025).

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Teerapong Panboonyuen (2024). REG: Refined Generalized Focal Loss for Road Asset Detection on Thai Highways Using Vision-Based Detection and Segmentation Models. In 5th International Conference on Highway Engineering ICHE 2024.

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Teerapong Panboonyuen, C. Charoenphon, C. Satirapod (2023). MeViT: A Medium-Resolution Vision Transformer for Semantic Segmentation on Landsat Satellite Imagery for Agriculture in Thailand. In Remote Sensing (Supported by Ratchadapisek Somphot Postdoctoral Fund, 2022–2024).

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Teerapong Panboonyuen, N. Nithisopa, P. Pienroj, L. Jirachuphun, C. Watthanasirikrit, N. Pornwiriyakul (2023). MARS: Mask Attention Refinement with Sequential Quadtree Nodes for Car Damage Instance Segmentation. In Image Analysis and Processing ICIAP 2023.

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Teerapong Panboonyuen, C. Charoenphon (2022). Object Detection of Road Assets Using Transformer-Based YOLOX with Feature Pyramid Decoder on Thai Highway Panorama. In Information.

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K. Thitisiriwech, Teerapong Panboonyuen, P. Kantavat, Y. Iwahori, B. Kijsirikul (2022). Quality of Life Prediction in Driving Scenes on Thailand Roads Using Information Extraction from Deep Convolutional Neural Networks. In Sustainability.

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T. Vajeethaveesin, Teerapong Panboonyuen (2022). A Performance Comparison between GIS-based and Neuron Network Methods for Flood Susceptibility Assessment in Ayutthaya Province. In Trends in Sciences (Trends Sci. or TiS).

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K. Thitisiriwech, Teerapong Panboonyuen, P. Kantavat, Y. Iwahori, B. Kijsirikul (2020). The Bangkok Urbanscapes Dataset for Semantic Urban Scene Understanding Using Enhanced Encoder-Decoder with Atrous Depthwise Separable A1 Convolutional Neural Networks. In IEEE Access.

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Teerapong Panboonyuen, P. Rakwatin, K. Intarat (2020). Enhanced Feature Pyramid Vision Transformer for Semantic Segmentation on Thailand Landsat-8 Corpus. In Information.

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Teerapong Panboonyuen, P. Vateekul, S. Lawawirojwong (2020). Transformer-Based Decoder Designs for Semantic Segmentation on Remotely Sensed Images. In Remote Sesning (Supported by Ratchadapisek Somphot Postdoctoral Fund, 2021–2022).

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Teerapong Panboonyuen (2020). Semantic Segmentation on Remotely Sensed Images Using Deep Convolutional Encoder-Decoder Neural Network. In Chulalongkorn University Thesis Evaluation - Very Good Score (Outstanding Achievement).

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Teerapong Panboonyuen, P. Vateekul, S. Lawawirojwong (2019). Semantic Labeling in Remote Sensing Corpora Using Feature Fusion-Based Enhanced Global Convolutional Network with High-Resolution Representations and Depthwise Atrous Convolution. In Remote Sensing.

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Teerapong Panboonyuen, P. Vateekul, S. Lawawirojwong (2019). Semantic Segmentation on Remotely Sensed Images Using an Enhanced Global Convolutional Network with Channel Attention and Domain Specific Transfer Learning. In Remote Sesning.

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P. Kantavat, Y. Hayashi, G. City, B. Kijsirikul, Teerapong Panboonyuen, Y. Iwahori (2019). Transportation Mobility Factor Extraction Using Image Recognition Techniques. In First International Conference on Smart Technology & Urban Development Best Paper; (STUD 2019).

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I. Wichakam, Teerapong Panboonyuen, C. Udomcharoenchaikit, P. Vateekul (2018). Real-Time Polyps Segmentation for Colonoscopy Video Frames Using Compressed Fully Convolutional Network. In International Conference on Multimedia Modeling MMM 2018.

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S. Chantharaj, K. Pornratthanapong, P. Chitsinpchayakun, Teerapong Panboonyuen (2018). Semantic Segmentation On Medium-Resolution Satellite Images Using Deep Convolutional Networks With Remote Sensing Derived Indices. In *15th International Joint Conference on Computer Science and Software Engineering * JCSSE 2018.

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Teerapong Panboonyuen, P. Vateekul, S. Lawawirojwong (2017). Road segmentation of remotely-sensed images using deep convolutional neural networks with landscape metrics and conditional random fields. In Remote Sensing.

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Teerapong Panboonyuen, P. Vateekul, S. Lawawirojwong (2017). Road map extraction from satellite imagery using connected component analysis and landscape metrics. In IEEE International Conference on Big Data Big Data 2017.

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Teerapong Panboonyuen, P. Vateekul, S. Lawawirojwong (2017). An enhanced deep convolutional encoder-decoder network for road segmentation on aerial imagery. In International Conference on Computing and Information Technology (IC2IT) Best Student Paper Honourable Mention (top 0.26% of submissions).

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Teerapong Panboonyuen, P. Vateekul, S. Lawawirojwong (2016). Image Vectorization of Road Satellite Data Sets. In Journal of Remote Sensing and GIS Association of Thailand RESGAT.

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