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Kottakkal Sugathan, 2021 - Google Patents

Characterizing the Demographic Effects Relative to Race, Gender, and Skin Tone on the Accuracy of Deep Convolutional Neural Network Based Face Recognition …

Kottakkal Sugathan, 2021

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Document ID
16753828803583941866
Author
Kottakkal Sugathan K
Publication year

External Links

Snippet

Automated face recognition (AFR) is an important tool used in national security and public safety operations. Numerous cases exist in which AFR was successfully used to search large repositories containing millions of face images, such as identifying a suspect in a mass …
Continue reading at repository.fit.edu (PDF) (other versions)

Classifications

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    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00221—Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • G06K9/00288—Classification, e.g. identification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62—Methods or arrangements for recognition using electronic means
    • G06K9/6288—Fusion techniques, i.e. combining data from various sources, e.g. sensor fusion
    • G06K9/6292—Fusion techniques, i.e. combining data from various sources, e.g. sensor fusion of classification results, e.g. of classification results related to same input data
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    • G06K9/20—Image acquisition
    • G06K9/32—Aligning or centering of the image pick-up or image-field
    • G06K9/3233—Determination of region of interest
    • G06K9/325—Detection of text region in scene imagery, real life image or Web pages, e.g. licenses plates, captions on TV images
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    • G06K9/20—Image acquisition
    • G06K9/2018—Identifying/ignoring parts by sensing at different wavelengths
    • G—PHYSICS
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