Face Detection Algorithm With Non Uniform Illumination
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Face Detection Algorithm With Non Uniform Illumination
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Author : Ashu Kumar
language : en
Publisher: Shine Publisher
Release Date : 2023-07-11
Face Detection Algorithm With Non Uniform Illumination written by Ashu Kumar and has been published by Shine Publisher this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-11 with categories.
It focuses on creating and refining an advanced face detection algorithm specifically designed to handle challenging scenarios, such as occlusion and non-uniform illumination, in still images. The primary objective of this research is to develop an accurate and robust algorithm that can effectively detect faces even when they are partially covered or under varying lighting conditions. The project begins with an in-depth analysis of existing face detection techniques and their limitations when confronted with occlusion and non-uniform illumination. Through extensive research and experimentation, novel algorithms and methodologies are developed to overcome these challenges and improve the accuracy and reliability of face detection in such scenarios. The developed algorithm leverages advanced computer vision techniques, including feature extraction, pattern recognition, and machine learning, to identify facial characteristics and discriminate between faces and non-face regions. Special attention is given to handling occlusions, such as sunglasses, masks, or facial hair, as well as non-uniform illumination conditions that can create shadows or uneven lighting across the face. The project includes a rigorous evaluation and validation process to assess the performance of the developed algorithm. This involves using benchmark datasets containing occluded and non-uniformly illuminated images, along with performance metrics such as precision, recall, and F1-score. Feedback and insights from domain experts are also considered to refine and optimize the algorithm. The outcomes of this project have significant implications in various applications, including surveillance, image processing, and facial recognition systems. Accurate face detection in the presence of occlusion and non-uniform illumination is crucial for tasks such as identity verification, security, and analysis of facial expressions. The project aims to advance the field of computer vision by creating and refining an algorithm specifically tailored for accurate and reliable face detection in challenging scenarios. The project's outcomes have the potential to enhance various applications that rely on face detection and contribute to advancements in the fields of surveillance, image processing, and biometrics
Artificial Intelligence Applications And Innovations
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Author : Harris Papadopoulos
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-09-21
Artificial Intelligence Applications And Innovations written by Harris Papadopoulos and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-09-21 with Computers categories.
The abundance of information and increase in computing power currently enable researchers to tackle highly complicated and challenging computational problems. Solutions to such problems are now feasible using advances and innovations from the area of Artificial Intelligence. The general focus of the AIAI conference is to provide insights on how Artificial Intelligence may be applied in real-world situations and serve the study, analysis and modeling of theoretical and practical issues. This volume contains papers selected for presentation at the 6th IFIP Conference on Artificial Intelligence Applications and Innovations (AIAI 2010) and held in Larnaca, Cyprus, during October 6–7, 2010. IFIP AIAI 2010 was co-organized by the University of Cyprus and the Cyprus University of Technology and was sponsored by the Cyprus University of Technology, Frederick University and the Cyprus Tourism Organization. AIAI 2010 is the official conference of the WG12.5 “Artificial Intel- gence Applications” working group of IFIP TC12, the International Federation for Information Processing Technical Committee on Artificial Intelligence (AI). AIAI is a conference that grows in significance every year attracting researchers from different countries around the globe. It maintains high quality, standards and welcomes research papers describing technical advances and engineering and ind- trial applications of intelligent systems. AIAI 2010 was not confined to introducing how AI may be applied in real-life situations, but also included innovative methods, techniques, tools and ideas of AI expressed at the algorithmic or systemic level.
Image Processing Communications Challenges 3
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Author : Ryszard S. Choraś
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-08-14
Image Processing Communications Challenges 3 written by Ryszard S. Choraś and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-08-14 with Technology & Engineering categories.
This book was written to inform prospective readers of current trends in image processing and communications area. Image processing and communications represent a dynamic part of computer science, playing increasingly important role in an information era. This book presents the new approaches, in: image processing and computer vision; telecommunications networks, Web-based information systems; mathematical methods for these applications. This book is a collection of carefully selected chapters presenting the fundamental theory and practice of various aspects of image data processing and communications. The book consists of two sections: Image processing und Communications. The image processing section of this book provides an inside on mainly on theories and methodologies as well as the emerging applications of image processing. Various aspects of new trends and techniques in this field are discussed in the book, covering the following topics: Biometrics, Low level processing, Motion, stereo and tracking, Pattern Recognition, Video, Medical Image Analysis, Applications. The book summarises new developments in these topics.
Analysis And Modeling Of Faces And Gestures
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Author : S. Kevin Zhou
language : en
Publisher: Springer
Release Date : 2007-11-04
Analysis And Modeling Of Faces And Gestures written by S. Kevin Zhou and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-11-04 with Computers categories.
This book constitutes the refereed proceedings of the Third International Workshop on Analysis and Modelling of Faces and Gestures, AMFG 2007, held within the scope of ICCV 2007, the International Conference on Computer Vision. The papers review the status of recognition, analysis and modeling of face, gesture, activity, and behavior. Topics addressed include feature representation, 3D face, video-based face recognition, facial motion analysis, and sign recognition.
Handbook Of Face Recognition
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Author : Stan Z. Li
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-08-22
Handbook Of Face Recognition written by Stan Z. Li and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-08-22 with Computers categories.
This highly anticipated new edition provides a comprehensive account of face recognition research and technology, spanning the full range of topics needed for designing operational face recognition systems. After a thorough introductory chapter, each of the following chapters focus on a specific topic, reviewing background information, up-to-date techniques, and recent results, as well as offering challenges and future directions. Features: fully updated, revised and expanded, covering the entire spectrum of concepts, methods, and algorithms for automated face detection and recognition systems; provides comprehensive coverage of face detection, tracking, alignment, feature extraction, and recognition technologies, and issues in evaluation, systems, security, and applications; contains numerous step-by-step algorithms; describes a broad range of applications; presents contributions from an international selection of experts; integrates numerous supporting graphs, tables, charts, and performance data.
Digital Tv And Multimedia Communication
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Author : Guangtao Zhai
language : en
Publisher: Springer
Release Date : 2019-05-10
Digital Tv And Multimedia Communication written by Guangtao Zhai and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-10 with Computers categories.
This book presents revised selected papers from the 15th International Forum on Digital TV and Multimedia Communication, IFTC 2018, held in Shanghai, China, in September 2018. The 39 full papers presented in this volume were carefully reviewed and selected from 130 submissions. They were organized in topical sections on image processing; machine learning; quality assessment; telecommunications; video coding; video surveillance; virtual reality.
Advances In Visual Computing
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Author : George Bebis
language : en
Publisher: Springer
Release Date : 2012-08-22
Advances In Visual Computing written by George Bebis and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-08-22 with Computers categories.
The two volume set LNCS 7431 and 7432 constitutes the refereed proceedings of the 8th International Symposium on Visual Computing, ISVC 2012, held in Rethymnon, Crete, Greece, in July 2012. The 68 revised full papers and 35 poster papers presented together with 45 special track papers were carefully reviewed and selected from more than 200 submissions. The papers are organized in topical sections: Part I (LNCS 7431) comprises computational bioimaging; computer graphics; calibration and 3D vision; object recognition; illumination, modeling, and segmentation; visualization; 3D mapping, modeling and surface reconstruction; motion and tracking; optimization for vision, graphics, and medical imaging, HCI and recognition. Part II (LNCS 7432) comprises topics such as unconstrained biometrics: advances and trends; intelligent environments: algorithms and applications; applications; virtual reality; face processing and recognition.
Advances In Safety Management And Human Factors
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Author : Pedro Arezes
language : en
Publisher: Springer
Release Date : 2016-07-26
Advances In Safety Management And Human Factors written by Pedro Arezes and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-26 with Technology & Engineering categories.
This book discusses the latest findings towards ensuring people’s safety, health, and welfare at work. It crosses different disciplines, such as work physiology, health informatics, workplace design, injury prevention, and occupational psychology. It presents new strategies for safety management, including accident prevention methods, such as performance testing and participatory ergonomics. The book, which is based on the AHFE 2016 International Conference on Safety Management and Human Factors, held on July 27-31, 2016, in Walt Disney World®, Florida, USA, provides readers, including decision makers in government and public authorities, with a timely snapshot of the state of the art in the field of safety, health and welfare management. It also addresses agencies such as OSHA and NIOSH as well as other professionals dealing with occupational safety and health.
Developing And Applying Optoelectronics In Machine Vision
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Author : Sergiyenko, Oleg
language : en
Publisher: IGI Global
Release Date : 2016-08-01
Developing And Applying Optoelectronics In Machine Vision written by Sergiyenko, Oleg and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-01 with Computers categories.
Sensor technologies play a large part in modern life as they are present in security systems, digital cameras, smartphones, and motion sensors. While these devices are always evolving, research is being done to further develop this technology to help detect and analyze threats, perform in-depth inspections, and perform tracking services. Developing and Applying Optoelectronics in Machine Vision evaluates emergent research and theoretical concepts in scanning devices and 3D reconstruction technologies being used to measure their environment. Examining the development of the utilization of machine vision practices and research, optoelectronic devices, and sensor technologies, this book is ideally suited for academics, researchers, students, engineers, and technology developers.
Multi Image Analysis
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Author : Reinhard Klette
language : en
Publisher: Springer
Release Date : 2003-06-29
Multi Image Analysis written by Reinhard Klette and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-06-29 with Computers categories.
This book constitutes the thoroughly refereed post-proceedings of the 10th International Workshop on Theoretical Foundations of Computer Vision, held at Dagstuhl Castle, Germany, in March 2000. The 20 revised full papers presented have been through two rounds of reviewing, selection, and revision and give a representative assessment of the foundational issues in multiple-image processing. The papers are organized in topical sections on 3D data acquisition and sensor design, multi-image analysis, data fusion in 3D scene description, and applied 3D vision and virtual reality.