A Contrario Detection of Faces: A Case Example

DOI10.1137/17M1118774zbMath1451.94012OpenAlexW2769140807MaRDI QIDQ4689658

Silvia Ramis, Francisco José Perales, Jose-Luis Lisani

Publication date: 17 October 2018

Published in: SIAM Journal on Imaging Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1137/17m1118774

zbMATH Keywords

face detectionstatistical approacha contrario methodViola-Jones detector

Mathematics Subject Classification ID

Parametric hypothesis testing (62F03) Learning and adaptive systems in artificial intelligence (68T05) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Machine vision and scene understanding (68T45)

Uses Software

• MegaWave
• OpenCV
• ImageNet
• AlexNet
• FDDB

Cites Work

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• Maximal meaningful events and applications to image analysis
• From Gestalt theory to image analysis. A probabilistic approach.
• Statistical Learning of Multi-view Face Detection
• A Contrario Line Segment Detection
• Computer Vision - ECCV 2004
• Edge detection by Helmholtz principle

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