Robust Face Recognition Under Adverse Conditions
Author : Stefan Hörmann
Publisher :
Page : 0 pages
File Size : 45,20 MB
Release : 2023
Category :
ISBN :
Author : Stefan Hörmann
Publisher :
Page : 0 pages
File Size : 45,20 MB
Release : 2023
Category :
ISBN :
Author : De Marsico, Maria
Publisher : IGI Global
Page : 506 pages
File Size : 12,48 MB
Release : 2014-04-30
Category : Computers
ISBN : 146665967X
Facial recognition software has improved by leaps and bounds over the past few decades, with error rates decreasing significantly within the past ten years. Though this is true, conditions such as poor lighting, obstructions, and profile-only angles have continued to persist in preventing wholly accurate readings. Face Recognition in Adverse Conditions examines how the field of facial recognition takes these adverse conditions into account when designing more effective applications by discussing facial recognition under real world PIE variations, current applications, and the future of the field of facial recognition research. The work is intended for academics, engineers, and researchers specializing in the field of facial recognition.
Author : Shady S. Al-Atrash
Publisher : LAP Lambert Academic Publishing
Page : 96 pages
File Size : 35,41 MB
Release : 2012-08
Category :
ISBN : 9783659201219
The objective of this book is to propose a new algorithm for obtaining a stable face detection and recognition techniques that have the capabilities of detecting the face with different poses and under different conditions. To obtain this stability, a hybrid of Feature-Based and Template Matching approaches are used in a new manner and under different stages, robust image segmentation, filtering steps and features detection using Feature-Based approach which can work in real-time with minimal training in contrast to other approaches such as image-based approach. This work has advantages over other approaches flow out from the ability of the proposed algorithm on detecting faces with different poses (Left, Right and Frontal) in varying illumination conditions and different races. This is done by merging some already defined algorithms such as Template Matching with new proposed algorithm to strength the detection process and obtaining robust algorithm with good results. Experimental results show that the proposed method is robust under a wide range of lighting conditions, different poses and different races.The proposed method gives a correct detection rate reach 94%.
Author : Harry Wechsler
Publisher : Springer Science & Business Media
Page : 332 pages
File Size : 43,70 MB
Release : 2009-04-05
Category : Computers
ISBN : 0387384642
This book seeks to comprehensively address the face recognition problem while gaining new insights from complementary fields of endeavor. These include neurosciences, statistics, signal and image processing, computer vision, machine learning and data mining. The book examines the evolution of research surrounding the field to date, explores new directions, and offers specific guidance on the most promising venues for future research and development. The book’s focused approach and its clarity of presentation make this an excellent reference work.
Author : Shaokang Chen
Publisher :
Page : 140 pages
File Size : 10,64 MB
Release : 2010-01
Category :
ISBN : 9783838329277
Author : Shaohua Kevin Zhou
Publisher : Springer Science & Business Media
Page : 244 pages
File Size : 40,29 MB
Release : 2006-10-11
Category : Computers
ISBN : 0387294864
Face recognition has been actively studied over the past decade and continues to be a big research challenge. Just recently, researchers have begun to investigate face recognition under unconstrained conditions. Unconstrained Face Recognition provides a comprehensive review of this biometric, especially face recognition from video, assembling a collection of novel approaches that are able to recognize human faces under various unconstrained situations. The underlying basis of these approaches is that, unlike conventional face recognition algorithms, they exploit the inherent characteristics of the unconstrained situation and thus improve the recognition performance when compared with conventional algorithms. Unconstrained Face Recognition is structured to meet the needs of a professional audience of researchers and practitioners in industry. This volume is also suitable for advanced-level students in computer science.
Author : Stan Z. Li
Publisher : Springer Science & Business Media
Page : 394 pages
File Size : 18,41 MB
Release : 2005-12-06
Category : Computers
ISBN : 0387272577
Although the history of computer-aided face recognition stretches back to the 1960s, automatic face recognition remains an unsolved problem and still offers a great challenge to computer-vision and pattern recognition researchers. This handbook is a comprehensive account of face recognition research and technology, written by a group of leading international researchers. Twelve chapters cover all the sub-areas and major components for designing operational face recognition systems. Background, modern techniques, recent results, and challenges and future directions are considered. The book is aimed at practitioners and professionals planning to work in face recognition or wanting to become familiar with the state-of- the-art technology. A comprehensive handbook, by leading research authorities, on the concepts, methods, and algorithms for automated face detection and recognition. Essential reference resource for researchers and professionals in biometric security, computer vision, and video image analysis.
Author : Changxing Ding
Publisher :
Page : 178 pages
File Size : 19,21 MB
Release : 2016
Category : Facial expression
ISBN :
Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2494 pages
File Size : 38,81 MB
Release : 2018-02-02
Category : Computers
ISBN : 1522552057
The fields of computer vision and image processing are constantly evolving as new research and applications in these areas emerge. Staying abreast of the most up-to-date developments in this field is necessary in order to promote further research and apply these developments in real-world settings. Computer Vision: Concepts, Methodologies, Tools, and Applications is an innovative reference source for the latest academic material on development of computers for gaining understanding about videos and digital images. Highlighting a range of topics, such as computational models, machine learning, and image processing, this multi-volume book is ideally designed for academicians, technology professionals, students, and researchers interested in uncovering the latest innovations in the field.
Author : Ben Schouten
Publisher : Springer
Page : 268 pages
File Size : 32,12 MB
Release : 2008-12-23
Category : Computers
ISBN : 354089991X
A key driving factor for biometrics is the widespread national and international depl- ment of biometric systems that has been initiated in the past two years and is about to accelerate. While nearly all current biometric deployments are government-led and pr- cipally concerned with national security and border control scenarios, it is now apparent that the widespread availability of biometrics in everyday life will also spin out an ev- increasing number of (private) applications in other domains. Crucial to this vision is the management of the user’s identity, which does not only imply the creation and update of a biometric template, but requires the development of instruments to properly handle all the data and operations related to the user identity. COST Action 2101 on Biometrics for Identity Documents and Smart Cards has - erated as a valuable and effective platform for close collaboration of European sci- tists from academia and industry researching biometrics for identity documents and smartcards. This has led to the continuous advances achieved in various classes of biometrics and their implementations in the identity management domain. These c- tributions to knowledge in this field were first presented at the First European Wo- shop on Biometrics and Identity Management (BioID 2008) organized in Roskilde, Denmark during May 7–9, 2008.