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Perception-Based Yonder

Building AI for a Healthier Earth

ðŸ‘Ī Lab Head

Dr. Teerapong Panboonyuen

āļ˜āļĩāļĢāļžāļ‡āļĻāđŒ āļ›āļēāļ™āļšāļļāļāļĒāļ·āļ™ (āļ”āļĢ.āđ€āļāđ‰āļē)

Ph.D. in Computer Engineering, Chulalongkorn University

āļ”āļĢ.āđ€āļāđ‰āļē āļ›āļąāļˆāļˆāļļāļšāļąāļ™āļ”āļģāļĢāļ‡āļ•āļģāđāļŦāļ™āđˆāļ‡āļ™āļąāļāļ§āļīāļˆāļąāļĒāļ›āļąāļāļāļēāļ›āļĢāļ°āļ”āļīāļĐāļāđŒāļ—āļĩāđˆ MARSAIL (Motor AI Recognition Solution Artificial Intelligence Laboratory) āđāļĨāļ°āđ„āļ”āđ‰āļĢāļąāļšāļ—āļļāļ™āļ›āļĢāļīāļāļāļēāļŦāļĨāļąāļ‡āļ›āļĢāļīāļāļāļēāđ€āļ­āļāļĢāļ°āļ”āļąāļšāļĻāļąāļāļĒāļ āļēāļžāļŠāļđāļ‡ (Track A) āļˆāļēāļāđ‚āļ„āļĢāļ‡āļāļēāļĢ The Second Century Fund (C2F) āļ‚āļ­āļ‡āļˆāļļāļŽāļēāļĨāļ‡āļāļĢāļ“āđŒāļĄāļŦāļēāļ§āļīāļ—āļĒāļēāļĨāļąāļĒ āļœāļĨāļ‡āļēāļ™āļ§āļīāļˆāļąāļĒāļ‚āļ­āļ‡ āļ”āļĢ.āđ€āļāđ‰āļē āļĄāļļāđˆāļ‡āđ€āļ™āđ‰āļ™āđ„āļ›āļ—āļĩāđˆāļāļēāļĢāđ€āļĢāļĩāļĒāļ™āļĢāļđāđ‰āđ€āļŠāļīāļ‡āđāļ—āļ™āļ„āļ§āļēāļĄāļŦāļĄāļēāļĒ (Representation Learning), āļ—āļĪāļĐāļŽāļĩāļāļēāļĢāļŦāļēāļ„āđˆāļēāļ—āļĩāđˆāđ€āļŦāļĄāļēāļ°āļŠāļĄāļ—āļĩāđˆāļŠāļļāļ” (Optimization Theory) āđāļĨāļ°āļāļēāļĢāđ€āļĢāļĩāļĒāļ™āļĢāļđāđ‰āđāļšāļšāđ„āļĢāđ‰āļœāļđāđ‰āļŠāļ­āļ™ (Self-Supervised Learning) āđ‚āļ”āļĒāļĄāļĩāļ„āļ§āļēāļĄāđ€āļŠāļĩāđˆāļĒāļ§āļŠāļēāļāļžāļīāđ€āļĻāļĐāđƒāļ™āļŠāļēāļ‚āļē Computer Vision, Geospatial Intelligence āđāļĨāļ° Human-AI Interaction āļ‹āļķāđˆāļ‡āļāļģāļĨāļąāļ‡āđ€āļ›āļĨāļĩāđˆāļĒāļ™āđ‚āļ‰āļĄāļŦāļ™āđ‰āļēāļ‚āļ­āļ‡āđ€āļ—āļ„āđ‚āļ™āđ‚āļĨāļĒāļĩāļŠāļĄāļąāļĒāđƒāļŦāļĄāđˆ

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📚 Selected Publications

SLICK: Selective Localization and Instance Calibration in Automotive Insurance

Teerapong Panboonyuen, et al. arXiv 2025

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ALBERT: Advanced Localization and Bidirectional Encoder Representations from Transformers

Teerapong Panboonyuen, et al. arXiv 2025

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SEA‑ViT: Sea Surface Currents Forecasting Using ViT and GRU

Teerapong Panboonyuen, et al. KST 2025

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REG: Refined Generalized Focal Loss for Road Asset Detection

Teerapong Panboonyuen, et al. KST 2025

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SatDiff: A Stable Diffusion Framework for Satellite Imagery Inpainting

Teerapong Panboonyuen, et al. IEEE Access 2025

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GuidedBox: Weakly Supervised Road Segmentation

Teerapong Panboonyuen, et al. EJRS 2024

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MeViT: Medium‑Resolution ViT for Semantic Segmentation

Teerapong Panboonyuen, et al. Remote Sensing 2023

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MARS: Mask Attention Refinement with Quadtree Nodes

Teerapong Panboonyuen, et al. ICIAP 2023

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Semantic Segmentation on Remotely Sensed Images (Ph.D. Thesis)

Teerapong Panboonyuen, et al. Chula 2019

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Semantic Road Segmentation (M.Eng. Thesis)

Teerapong Panboonyuen, et al. Chula 2016

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Object Detection on Thai Highways with YOLOX

Teerapong Panboonyuen, et al. Information 2022

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Transformer-Based Decoder Designs for RS Images

Teerapong Panboonyuen, et al. Remote Sensing 2021

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Feature Fusion-Based Semantic Labeling

Teerapong Panboonyuen, et al. Remote Sensing 2020

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Enhanced GCN for Semantic Segmentation with Attention

Teerapong Panboonyuen, et al. Remote Sensing 2019

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CNN with Landscape Metrics for Road Segmentation

Teerapong Panboonyuen, et al. Remote Sensing 2017

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Enhanced Encoder-Decoder for Aerial Imagery

Teerapong Panboonyuen, et al. IC2IT 2017

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Real‑Time Polyps Segmentation for Colonoscopy

(As Co-Author) Teerapong Panboonyuen, et al. MMM 2018

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Flood Susceptibility Assessment with GIS vs NN

(As Co-Author) Teerapong Panboonyuen, et al. Trends in Sciences 2022

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Road Map Extraction from Satellite Imagery

(As Co-Author) Teerapong Panboonyuen, et al. IEEE Big Data 2017

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Semantic Segmentation Using Remote Sensing Indices

(As Co-Author) Teerapong Panboonyuen, et al. JCSSE 2018

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Transportation Mobility Factor Extraction

(As Co-Author) Teerapong Panboonyuen, et al. STUD 2019

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Enhanced FPN ViT for Thailand Landsat‑8

(As Co-Author) Teerapong Panboonyuen, et al. Information 2022

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Bangkok Urbanscapes Dataset

(As Co-Author) Teerapong Panboonyuen, et al. IEEE Access 2022

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Quality of Life Prediction in Driving Scenes

(As Co-Author) Teerapong Panboonyuen, et al. Sustainability 2023

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Landslide Susceptibility Mapping in Uttaradit

(As Co-Author) Teerapong Panboonyuen, et al. GIS‑IDEAS 2024

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DOTA: Deformable Optimized Transformer Architecture

(As Co-Author) Teerapong Panboonyuen, et al. KST 2025

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AI-Augmented Formal Verification with ENGRU

(As Co-Author) Teerapong Panboonyuen, et al. IEEE Access 2025

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🔖 Related Keywords:

#TeerapongPanboonyuen   #DrKao   #ChulalongkornUniversity   #AIResearcher   #ComputerVision   #RemoteSensing   #GeospatialIntelligence   #HumanAIInteraction   #MARSAIL   #C2FPostdoc   #GYSS2025   #PBYLab   #AIThailand  
#āļ˜āļĩāļĢāļžāļ‡āļĻāđŒ-āļ›āļēāļ™āļšāļļāļāļĒāļ·āļ™   #āļ›āļēāļ™āļšāļļāļāļĒāļ·āļ™   #āļ”āļĢ-āđ€āļāđ‰āļē   #āļ”āļĢ-āļ˜āļĩāļĢāļžāļ‡āļĻāđŒ-āļ›āļēāļ™āļšāļļāļāļĒāļ·āļ™

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