Real-time face recognition in HD videos: Algorithms and framework

Computation of high dimensional data in real-time is a challenging task. In this paper, we consider the problem of detecting and recognizing faces in a real-time high definition video. We show time and accuracy of various incremental dimensionality reduction and incremental learning algorithms for f...

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Veröffentlicht in:	Annual IEEE Systems Conference S. 1 - 8
Hauptverfasser:	Jobanputra, Mayank, Chaudhary, Axat, Shah, Saumil, Gandhi, Ratnik
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.04.2018
Schlagworte:	Benchmark Database Face Face recognition Graphics Processing Unit (GPU) Graphics processing units Linear Discriminant Analysis (LDA) Principal component analysis Principal Component Analysis (PCA) Real-time systems Streaming media
ISSN:	2472-9647
Online-Zugang:	Volltext
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