Framework for Motorcycle Risk Assessment Using Onboard Panoramic Camera (Short Paper). - Natchapon Jongwiriyanurak; Zichao Zeng; Meihui Wang; James Haworth; Garavig Tanaksaranond; Jan Boehm 001 (GIScience, 2023)

Multiple Object Detection and Tracking in Panoramic Videos for Cycling Safety Analysis. - Jingwei Guo; Meihui Wang; Ilya Ilyankou; Natchapon Jongwiriyanurak; Xiaowei Gao; Nicola Christie; James Haworth (CoRR, 2024)

V-RoAst: A New Dataset for Visual Road Assessment. - Natchapon Jongwiriyanurak; Zichao Zeng; June Moh Goo; Xinglei Wang; Ilya Ilyankou; Kerkritt Srirrongvikrai; Meihui Wang; James Haworth (CoRR, 2024)

CLIP the Landscape: Automated Tagging of Crowdsourced Landscape Images. - Ilya Ilyankou; Natchapon Jongwiriyanurak; Tao Cheng 004; James Haworth (CoRR, 2025)

Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places. - Xinglei Wang; Tao Cheng 004; Stephen Law; Zichao Zeng; Ilya Ilyankou; Junyuan Liu; Lu Yin 006; Weiming Huang; Natchapon Jongwiriyanurak (CoRR, 2025)