An Effective Search Method for NN-Based Face Detection Using PSO

Masanori Sugisaka; Xinjian Fan

doi:10.11499/sicep.2004.0_27_3

SICE Annual Conference 2004

DOI https://doi.org/10.11499/sicep.2004.0_27_3

会議情報

主催: The Society of Instrument and Control Engineers

共催: The IEEE Industrial Electronics Society, The IEEE Robotics and Automation Society, The IEEE Control Systems Society, The IEEE Systems, Man and Cybernetics Society, The Instrumentation, Systems, and Automation Society

An Effective Search Method for NN-Based Face Detection Using PSO

*Masanori Sugisaka, Xinjian Fan

著者情報

キーワード: particle swarm optimization, face detection, neural network

会議録・要旨集フリー

p. 27

詳細

抄録

This paper presents a novel method to speed up neural network based face detection systems. The method formulates the search problem as an integer nonlinear optimization problem and expands the basic particle swarm optimization to handle it. Experiments results show that to find a face, only a small number of subwindows need to be evaluated compared to using the classical technique.

責任著者(Corresponding author)

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