2008 · Master’s thesis · Chulalongkorn University
A Study and Design of the Spatial Database for Road Maintenance ↗
Research on spatial database design for road maintenance. NRCT DOI: 10.14457/CU.the.2008.794.
Road-asset computer vision
Mr. Sittinun Thongbai
Center Researcher
Coauthored research applies transformer-based object detection to road assets in Thai highway panorama imagery.
Theses & other research records
Listed separately from selected publications. Record type and available evidence are stated for each item.
2024 · Conference programme entry · iCHE2024
Enhanced YOLOv8-Based Object Detection of Road Assets Utilizing Generalized Focal Loss: A Case Study on Thai Highway Imagery ↗
The organizer’s programme lists Sittinun Thongbai and Weerachai Wongweeranimit as coauthors of entry 1463. A published full paper or DOI has not been verified.
Selected work
Published research, with a short guide to the question and method.
1 selected publications
Object Detection of Road Assets Using Transformer-Based YOLOX with Feature Pyramid Decoder on Thai Highway Panorama
Information, 13(1), 5
Research focus
Combines a Vision Transformer backbone with YOLOX and a feature-pyramid decoder to detect roadside assets in Thai highway images.
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