Person re-identification in video surveillance systems by feature replacement of occluded parts of human figures

• Published in: Pattern analysis and applications : PAA Vol. 28; no. 2
• Main Authors: Ye, Shiping, Bohush, R., Ihnatsyeva, S., Ablameyko, S.
• Format: Journal Article
• Language: English
• Published: London Springer London 01.06.2025; Springer Nature B.V
• Subjects: Algorithms; Computer Science; Feature extraction; Original Article; Pattern Recognition; Similarity; Surveillance; Surveillance systems; Database for re-identification; Image augmentation; Convolution neural networks; Compound descriptor

Тhe algorithm for re-identifying people in intelligent video surveillance systems is proposed. It is based on the construction of a compound neural network descriptor and replacing features of occluded parts of a human figure. Composite descriptors are generated for all images in a gallery and recor...