Associative Memory Model Based in ICA Approach to Human Faces Recognition

Celso Hilario, Josué-Rafael Montes, Teresa Hernndez, Leonardo Barriga, Hugo Jiménez‐Hernández · InTech eBooks · 2012

The human-like activities have been representing a research topic in several areas, which try to understand the internal processes involved. However, the complexity and the diversity of this situation has allowed to propose approaches of different areas. These approaches pretend to imitate via simulation/emulation particular behaviors. Human perception as information of an acquiring process and brain data manipulation process approach represent two open tasks in pattern recognition analysis. Human Face Recognition (HFR) involves two approaches. The main overcome is given by a set of adequate features to characterize a human face image and multiple situations involved in the recognition process.

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