A Reinforcement Learning Based Adaptive ROI Generation for Video Object Segmentation

• Main Authors: Usmani, U.A., Watada, J., Jaafar, J., Aziz, I.A., Roy, A.
• Format: Article
• Published: Institute of Electrical and Electronics Engineers Inc. 2021
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85120911404&doi=10.1109%2fACCESS.2021.3132453&partnerID=40&md5=40be9bc0d80140390bf6fdd315a6b224; http://eprints.utp.edu.my/29347/

Video object segmentation's primary goal is to automatically extract the principal object(s) in the foreground from the background in videos. The primary focus of the current deep learning-based models is to learn the discriminative representations in the foreground over motion and appearance i...