Metric Learning to improve the persistent homology-based gait recognition

Gait recognition is an important biometric technique for video surveillance tasks, due to the advantage of using it at distance. In this paper, we present a persistent homology-based method to extract topological features from the body silhouettes of a gait sequence. It has been used before in sever...

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Bibliographic Details
Main Authors: Guillermo Aguirre Carrazana, Javier Lamar León, Yenisel Plasencia Calaña
Format: Article
Language:Spanish
Published: Universidad de Ciencias Informáticas 2018-09-01
Series:Revista Cubana de Ciencias Informáticas
Subjects:
TDA
Online Access:http://rcci.uci.cu/?journal=rcci&page=article&op=download&path%5B%5D=1760&path%5B%5D=640