Face Detection for Color Image Based on MATLAB

Author:

al_galib Shahad laith abd,Abdulrahman Asma Abdulelah,Al-azawi Fouad Shaker Tahir

Abstract

Abstract Amazing results in many works in the field of deep convolutional neural networks using them in many fields of machine learning such as image classification control of atrial play, and image annotation. Mathematical analysis of deep convolutional neural networks (CNN) has a broad role in many applications including image classification applications. Face recognition technology has occupied a wide field in research that is still continuing in this work. Face recognition technology is being developed depending on the MATLAB program to develop the subjecting of the color image to the neural convolution network and the work of a program to reduce the time the network deals with the image to reduce the number of layers to only two layers and access the algorithm Suggested in this work. Computer vision of a color image in a face detection study. In this work, the researcher created a fast algorithm to reach the research goal based on new standards in the field of face detection. A new face detection program was designed using MATLAB, CascadeObjectDetector and trainCascadeObjectDetector the face detection devices were developed. In this work, a technique for panning and color image using the convolutional neural network for deep learning is proposed, the method used to reach the goal of this work.

Publisher

IOP Publishing

Subject

General Physics and Astronomy

Reference13 articles.

1. A New Face Detection Technique using 2D DCT and Self Organizing Feature Map;Abou El-Nasr;Proc. of World Academy of Science Engineering and Technology,2007

2. Boosting-based face detection and adaptation;Zhang;Synthesis Lectures on Computer Vision Morgan & Claypool Publishers,2010

3. Detecting faces in images: a survey;Yang;IEEE Transactions on Pattern Analysis and Machine Intelligence,2002

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