Face Recognition for Real Time Application

Language: English

Published by GRIN Verlag, GRIN Verlag Nov 2017, 2017

3668580073 / 9783668580077

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This item is printed on demand - Print on Demand Titel. Neuware -Master's Thesis from the year 2017 in the subject Engineering - Computer Engineering, grade: 10, , course: M.Tech-ECE, language: English, abstract: Images containing faces are essential to intelligent vision-based human computer interaction, and research efforts in face processing include face recognition, face tracking, pose estimation, and expression recognition. The rapidly expanding research in face processing is based on the premise that information about a user¿s identity, state, and intent can be extracted from images and that computers can then react accordingly, e.g., by knowing person¿s identity, person may be authenticated to utilize a particular service or not. A first step of any face processing system is registering the locations in images where faces are present. The local binary pattern is a simple yet very efficient texture operator which labels the pixels of an image by thresholding the neighborhood of each pixel and considers the result as a binary number. The LBP method can be seen as a unifying approach to the traditionally divergent statistical and structural models of texture analysis. Perhaps the most important property of the LBP operator in real-world applications is its invariance against monotonic gray level changes caused, e.g., by illumination variations. Another equally important is its computational simplicity, which makes it possible to analyze images in challenging real-time settings. The success of LBP in face description is due to the discriminative power and computational simplicity of the LBP operator, and the robustness of LBP to mono-tonic gray scale changes caused by, for example, illumination variations. The use of histograms as features also makes the LBP approach robust to face misalignment and pose variations. For these reasons, the LBP methodology has already attained an established position in face analysis research. Because finding an efficient spatiotemporal representation for face analysis from videos is challenging, most of the existing works limit the scope of the problem by discarding the facial dynamics and only considering the structure. Motivated by the psychophysical findings which indicate that facial movements can provide valuable information to face analysis, spatiotemporal LBP approaches for face, facial expression and gender recognition from videos were described.Books on Demand GmbH, Überseering 33, 22297 Hamburg 104 pp. Englisch.…

Seller Inventory # 9783668580077

Title
Face Recognition for Real Time Application
Author
Pradeep Kakkar
Publisher
GRIN Verlag, GRIN Verlag Nov 2017
Publication year
2017
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3668580073
ISBN 13
9783668580077
Item weight
163 grams
Dimensions
210x148x8 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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