Fast pedestrian detection system with a two layer cascade of classifiers

DOI10.1016/J.CAMWA.2012.03.075zbMath1356.94015OpenAlexW2019194708MaRDI QIDQ745831

Zih-Yi Yang, Chih-Hung Yen, Ying-Che Kuo

Publication date: 14 October 2015

Published in: Computers \& Mathematics with Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.camwa.2012.03.075

zbMATH Keywords

Fisher linear discriminant analysispedestrian detectioncovariance matrix descriptorHaar-like feature

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Image analysis in multivariate analysis (62H35) Pattern recognition, speech recognition (68T10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

Uses Software

• AdaBoost.MH

Cites Work

• An embedded system for real-time facial expression recognition based on the extension theory
• Ultrasonic image classification based on support vector machine with two independent component features
• Semi-supervised outlier detection based on fuzzy rough \(c\)-means clustering
• A decision-theoretic generalization of on-line learning and an application to boosting
• Support-vector networks

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