Video-Based Detection Infrastructure Enhancement for Automated Ship Recognition and Behavior Analysis

• Published in: Journal of advanced transportation Vol. 2020; no. 2020; pp. 1 - 12
• Main Authors: Wu, Huafeng, Postolache, Octavian, Luo, Qiang, Yang, Yongsheng, Qi, Lei, Chen, Xinqiang, Tang, Jinjun
• Format: Journal Article
• Language: English
• Published: Cairo, Egypt Hindawi Publishing Corporation 2020; Hindawi; John Wiley & Sons, Inc; Wiley
• Subjects: Artificial neural networks; Automation; Behavior; Confidence intervals; Deep learning; Detectors; Efficiency; Feature extraction; Infrastructure; Infrastructure (Economics); Kinematics; Methods; Neural networks; Onsite; Production planning; Spatial analysis; Spatial discrimination; Surveillance; Traffic capacity; Traffic flow; Traffic information; Traffic safety; Transportation; Vehicles; China

Video-based detection infrastructure is crucial for promoting connected and autonomous shipping (CAS) development, which provides critical on-site traffic data for maritime participants. Ship behavior analysis, one of the fundamental tasks for fulfilling smart video-based detection infrastructure, h...