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Olivares-Mercado et al., 2017 - Google Patents

Face recognition system for smartphone based on lbp

Olivares-Mercado et al., 2017

Document ID
15269835367390352183
Author
Olivares-Mercado J
Toscano-Medina K
Sanchez-Perez G
Perez-Meana H
Nakano-Miyatake M
Publication year
Publication venue
2017 5th International Workshop on Biometrics and Forensics (IWBF)

External Links

Snippet

This paper presents a face recognition algorithm based on Local Binary Pattern (LBP) to be implemented in a Smartphone with Android operating system where the input image is obtained using the camera of such Smartphone. The LBP algorithm is used for Face …
Continue reading at ieeexplore.ieee.org (other versions)

Classifications

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    • G06K9/00221—Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • G06K9/00268—Feature extraction; Face representation
    • G06K9/00281—Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
    • G—PHYSICS
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    • G06K9/62—Methods or arrangements for recognition using electronic means
    • G06K9/6201—Matching; Proximity measures
    • G06K9/6202—Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
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    • G06K9/62—Methods or arrangements for recognition using electronic means
    • G06K9/6217—Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G06K9/6256—Obtaining sets of training patterns; Bootstrap methods, e.g. bagging, boosting
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    • G06K9/00221—Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
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    • G06K9/00275—Holistic features and representations, i.e. based on the facial image taken as a whole
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    • G06K9/00597—Acquiring or recognising eyes, e.g. iris verification

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