Analysis of Face Recognition using PCA and Neural Networks
Journal Title: International Journal of Research in Computer and Communication Technology - Year 2015, Vol 4, Issue 10
Abstract
Face Recognition System could be a laptop application that is employed to spot or verify someone during a digital image, supported digital image process and is a vigorous space of analysis. The Face Recognition System proves to be economical in criminal identification, information privacy, home video police work systems etc. numerous innovative face recognition systems are developed up to now employing a wide selection of algorithms. Associate in Nursing economical technique for face recognition exploitation Principal element Analysis and Back Propagation Neural Network is bestowed during this paper. during this methodology feature extraction is finished through Principal element Analysis (PCA) so a Back Propagation Neural Network is trained to act as a classifier to urge the recognized image. Later we've got compared our projected technique with the opposite algorithmic programs to indicate the effectiveness of the projected algorithm.
Authors and Affiliations
K. Uday Kumar, Dr. A. Yesu Babu
Keywords
Related Articles
- EP ID EP28291
- DOI -
- Views 333
- Downloads 2
Edge Detection to Enhance Definite Range Image Segmentation by Clustering Algorithms
Edges of an image are considered a type of crucial information that can be extracted by applying detectors with different methodologies. However, edge detection provides rich information about the scene being observed...
Image Compression through Data Representation in Frequency Domain
Data compression is a very important field these days. You can find it in any web page, network devices, application files etc. Its importance has grown during the years as a necessity of storage and time of transpor...
Principled Probabilistic Methods To Integrate Information From The Query Workload Into The Data Annotation Process
The aspiration of CADS is to persuade and inferior the cost of crafting adequately interpreted documents that can be right away helpful for usually issued partially prearranged enquiries. Our solution ambition is to...
A Stochastic Representation to Probe Data Center Implementation and QoS in Iaas Cloud Organizations
Cloud computing is a general term for framework architectures that includes conveying facilitated administrations over the Internet, made conceivable by huge advancements in virtualization and circulated figuring, an...
A Comparative Study of Text Detection Algorithms for Natural Scenes
Text detection from image is highly needed application in current techno world. However, text detection is no longer an unsolved problem as many approaches/algorithms for it are encouraged by researchers. Algorithms...