CARF-net : CNN attention and RNN fusion network for video-based person reidentification

• Main Authors: Prasad, Dilip Kumar, Kansal, Kajal, Venkata, Subramanyam, Kankanhalli, Mohan
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Computer science and engineering; Attentions; Convolutional Neural Network-Recurrent Neural Network
• Online Access: https://hdl.handle.net/10356/105466; http://hdl.handle.net/10220/48712; http://dx.doi.org/10.1117/1.JEI.28.2.023036
• Institution: Nanyang Technological University

Video-based person reidentification is a challenging and important task in surveillance-based applications. Toward this, several shallow and deep networks have been proposed. However, the performance of existing shallow networks does not generalize well on large datasets. To improve the generalizati...