Search results for "Viola and Jones algorithm"

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Optimized Parallel Implementation of Face Detection based on GPU component

2015

Display Omitted An algorithm for face detection has been implemented on CPU.An acceleration of this algorithm on GPU migration.Performance of GPU implementation shows the effectiveness of this implementation.Another optimization method on GPU are operated. Face detection is an important aspect for various domains such as: biometrics, video surveillance and human computer interaction. Generally a generic face processing system includes a face detection, or recognition step, as well as tracking and rendering phase. In this paper, we develop a real-time and robust face detection implementation based on GPU component. Face detection is performed by adapting the Viola and Jones algorithm. We hav…

Parallel computingBiometricsComputer Networks and CommunicationsComputer science02 engineering and technologyParallel computing[ SPI.SIGNAL ] Engineering Sciences [physics]/Signal and Image processingFace detectionRendering (computer graphics)CUDACUDA optimizationArtificial Intelligence0202 electrical engineering electronic engineering information engineeringGraphics processorsAdaBoost[ INFO.INFO-ES ] Computer Science [cs]/Embedded SystemsGraphicsWaldBoostFace detectionComputingMilieux_MISCELLANEOUS[SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processingViola and Jones algorithmAdaBoostGrid020202 computer hardware & architectureShared memoryHardware and Architecture020201 artificial intelligence & image processing[INFO.INFO-ES]Computer Science [cs]/Embedded Systems[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processingSoftware
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