The efficient and discriminating feature extraction is a significant problem in pattern recognition and computer vision. This paper presents a novel Discriminating Haar (D-Haar) features for eye detection. The DHaar feature extraction starts with a Principal Component Analysis (PCA) followed by a whitening transformation on the Haar feature space. A discriminant analysis is then performed on th...

the increase in the number of producers and manufacturers leads to various methods of attracting customers. one of the appropriate ways to attract customers is to provide them with post-sale support. to guarantee the quality of a product is one of the services according to which the seller is committed to change the problematic product. to analyze the legal aspects of guarantee makes it necessa...

This paper presents a novel face detection method by applying discriminating feature analysis (DFA) and support vector machine (SVM). The novelty of our DFA–SVM method comes from the integration of DFA, face class modeling, and SVM for face detection. First, DFA derives a discriminating feature vector by combining the input image, its 1-D Haar wavelet representation, and its amplitude projectio...