A new multidimensional discriminant representation for robust person re-identification

• Published in: Pattern analysis and applications : PAA Vol. 26; no. 3; pp. 1191 - 1204
• Main Authors: Chouchane, Ammar, Bessaoudi, Mohcene, Boutellaa, Elhocine, Ouamane, Abdelmalik
• Format: Journal Article
• Language: English
• Published: London Springer London 01.08.2023; Springer Nature B.V
• Subjects: Cameras; Computer Science; Computer vision; Discriminant analysis; Pattern Recognition; Representations; Tensors; Theoretical Advances; Cholesky decomposition; Multidimensional data representation; Score normalization; Multilinear subspace learning; Person re-identification

Person Re-Identification (PRe-ID) or person retrieval is a challenging task of computer vision, aiming to identify a specific person across disjoint cameras distributed over different locations. Designing discriminant features parts as well as learning distance metrics are critical issues for improv...