Face Authentication System of Thermal Image with Gabor Filter
نویسندگان
چکیده
منابع مشابه
Face authentication with sparse grid Gabor information
This paper investigates the application of statistical pattern recognition methods in the framework of the Dynamic Link Matching approach. This method describes objects by means of local frequency information on nodes of a sparse grid. Matching of an input image with a reference is achieved by displacement and deformation of the grid. This method is applied here to the authentication of human f...
متن کاملFace authentication with Gabor information on deformable graphs
Elastic graph matching has been proposed as a practical implementation of dynamic link matching, which is a neural network with dynamically evolving links between a reference model and an input image. Each node of the graph contains features that characterize the neighborhood of its location in the image. The elastic graph matching usually consists of two consecutive steps, namely a matching wi...
متن کاملGabor Filter-based Face Recognition Technique
We propose a novel human face recognition approach in this paper, based on two-dimensional Gabor filtering and supervised classification. The feature extraction technique proposed in this article uses 2D Gabor filter banks and produces robust 3D face feature vectors. A supervised classifier, using minimum average distances, is developed for these vectors. The recognition process is completed by...
متن کاملFace Recognition in Videos using Gabor Filter
In the past decade, advances in computer vision have lead automated security applications to high altitude. Human face detection in video sequences is a challenging problem in computer vision. It has wide range of applications in human recognition, human computer interaction (HCI), behavior analysis, teleconferencing, video surveillance etc. Faces serve as an identifying element of human anatom...
متن کاملScene Image Analysis using GLCM & Gabor Filter
In this paper, images of realworld natural scenes and manmade structures of different depth are taken. With increase in image depth , roughness increases in case of man-made structures whereas natural scene images become smooth, thus reducing the local roughness of the picture. Such kind of specific arrangement produces a particular spatial pattern of dominant orientations and scales that can b...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Indian Journal of Science and Technology
سال: 2016
ISSN: 0974-5645,0974-6846
DOI: 10.17485/ijst/2016/v9i39/102062