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Dhakad et al. - Google Patents

LOW-COST REAL-TIME FACE RECOGNITION SYSTEM USING LOCAL BINARY PATTERN HISTOGRAM ALGORITHM

Dhakad et al.

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Document ID
8586918707369135253
Author
Dhakad S
Selvamani I
Rani K
Tabitha K
Poojitha P
Sathvika P

External Links

Snippet

This research presents a novel method for real-time face recognition, one that is sensitive to variations in pose, expression, and even picture size (as little as 15 pixels). Both LRD200 and LRD100, two of our datasets, have been used in training and classification efforts. After …
Continue reading at dogorangsangresearchjournal.com (PDF) (other versions)

Classifications

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    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00221Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • G06K9/00268Feature extraction; Face representation
    • G06K9/00281Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
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    • G06K9/62Methods or arrangements for recognition using electronic means
    • G06K9/6201Matching; Proximity measures
    • G06K9/6202Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
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    • G06K9/00221Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
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