SVD-Based Tensor-Completion Technique for Background Initialization

• Main Authors: Kajo, I., Kamel, N., Ruichek, Y., Malik, A.S.
• Format: Article
• Published: Institute of Electrical and Electronics Engineers Inc. 2018
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044044731&doi=10.1109%2fTIP.2018.2817045&partnerID=40&md5=56caf57c232f6ddd50c175199cdc9746; http://eprints.utp.edu.my/20898/
• Institution: Universiti Teknologi Petronas

Extracting the background from a video in the presence of various moving patterns is the focus of several background-initialization approaches. To model the scene background using rank-one matrices, this paper proposes a background-initialization technique that relies on the singular-value decomposi...