A Review on Face Detection Based on Convolution Neural Network Techniques
Hayder Kadhim Dhahir, Nassir H. Salman
Abstract
Face detection is one of the important applications of biometric technology and image processing. Convolutional neural networks (CNN) have been successfully used with great results in the areas of image processing as well as pattern recognition. In the recent years, deep learning techniques specifically CNN techniques have achieved marvellous accuracy rates on face detection field. Therefore, this study provides a comprehensive analysis of face detection research and applications that use various CNN methods and algorithms. This paper presents ten of the most recent studies and illustrate the achieved performance of each method.
Topics & Concepts
Computer scienceConvolutional neural networkArtificial intelligenceBiometricsFace (sociological concept)Convolution (computer science)Pattern recognition (psychology)Facial recognition systemFace detectionField (mathematics)Deep learningImage processingArtificial neural networkComputer visionImage (mathematics)MathematicsSociologySocial sciencePure mathematicsFace recognition and analysisFace and Expression RecognitionBiometric Identification and Security