Face Detection And Gesture Recognition For Human Computer Interaction

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Face Detection and Gesture Recognition for Human-Computer Interaction

Author : Ming-Hsuan Yang
Publisher : Springer Science & Business Media
ISBN 13 : 1461514231
Total Pages : 188 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Face Detection and Gesture Recognition for Human-Computer Interaction by : Ming-Hsuan Yang

Download or read book Face Detection and Gesture Recognition for Human-Computer Interaction written by Ming-Hsuan Yang and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditionally, scientific fields have defined boundaries, and scientists work on research problems within those boundaries. However, from time to time those boundaries get shifted or blurred to evolve new fields. For instance, the original goal of computer vision was to understand a single image of a scene, by identifying objects, their structure, and spatial arrangements. This has been referred to as image understanding. Recently, computer vision has gradually been making the transition away from understanding single images to analyzing image sequences, or video understanding. Video understanding deals with understanding of video sequences, e. g. , recognition of gestures, activities, facial expressions, etc. The main shift in the classic paradigm has been from the recognition of static objects in the scene to motion-based recognition of actions and events. Video understanding has overlapping research problems with other fields, therefore blurring the fixed boundaries. Computer graphics, image processing, and video databases have obvious overlap with computer vision. The main goal of computer graphics is to gener ate and animate realistic looking images, and videos. Researchers in computer graphics are increasingly employing techniques from computer vision to gen erate the synthetic imagery. A good example of this is image-based rendering and modeling techniques, in which geometry, appearance, and lighting is de rived from real images using computer vision techniques. Here the shift is from synthesis to analysis followed by synthesis.

Gesture-Based Communication in Human-Computer Interaction

Author : Annelies Braffort
Publisher : Springer Science & Business Media
ISBN 13 : 3540669353
Total Pages : 322 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Gesture-Based Communication in Human-Computer Interaction by : Annelies Braffort

Download or read book Gesture-Based Communication in Human-Computer Interaction written by Annelies Braffort and published by Springer Science & Business Media. This book was released on 2000-01-12 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the International Gesture Workshop, GW'99, held in Gif-sur-Yvette, France, in March 1999. The 16 revised long papers and seven revised short papers were carefully reviewed for inclusion in the book. Also included are four invited papers and the transcription of a round table discussion. The papers are organized in sections on human perception and production of gesture, localization and segmentation, recognition, sign language, gesture synthesis and animation, and multimodality.

Automated Face Analysis: Emerging Technologies and Research

Author : Kim, Daijin
Publisher : IGI Global
ISBN 13 : 1605662178
Total Pages : 448 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Automated Face Analysis: Emerging Technologies and Research by : Kim, Daijin

Download or read book Automated Face Analysis: Emerging Technologies and Research written by Kim, Daijin and published by IGI Global. This book was released on 2009-03-31 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides related theoretical background to understand the overall configuration and challenging problem of automated face analysis systems"--Provided by publisher.

Human-Computer Interaction: Interaction Modalities and Techniques

Author : Masaaki Kurosu
Publisher : Springer
ISBN 13 : 3642393306
Total Pages : 783 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Human-Computer Interaction: Interaction Modalities and Techniques by : Masaaki Kurosu

Download or read book Human-Computer Interaction: Interaction Modalities and Techniques written by Masaaki Kurosu and published by Springer. This book was released on 2013-07-01 with total page 783 pages. Available in PDF, EPUB and Kindle. Book excerpt: The five-volume set LNCS 8004--8008 constitutes the refereed proceedings of the 15th International Conference on Human-Computer Interaction, HCII 2013, held in Las Vegas, NV, USA in July 2013. The total of 1666 papers and 303 posters presented at the HCII 2013 conferences was carefully reviewed and selected from 5210 submissions. These papers address the latest research and development efforts and highlight the human aspects of design and use of computing systems. The papers accepted for presentation thoroughly cover the entire field of human-computer interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas. This volume contains papers in the thematic area of human-computer interaction, addressing the following major topics: speech, natural language and auditory interfaces; gesture and eye-gaze based Interaction; touch-based interaction; haptic interaction; graphical user interfaces and visualisation.

Artificial Intelligence and Data Mining Approaches in Security Frameworks

Author : Neeraj Bhargava
Publisher : John Wiley & Sons
ISBN 13 : 1119760402
Total Pages : 322 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Artificial Intelligence and Data Mining Approaches in Security Frameworks by : Neeraj Bhargava

Download or read book Artificial Intelligence and Data Mining Approaches in Security Frameworks written by Neeraj Bhargava and published by John Wiley & Sons. This book was released on 2021-08-24 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: ARTIFICIAL INTELLIGENCE AND DATA MINING IN SECURITY FRAMEWORKS Written and edited by a team of experts in the field, this outstanding new volume offers solutions to the problems of security, outlining the concepts behind allowing computers to learn from experience and understand the world in terms of a hierarchy of concepts, with each concept deﬁned through its relation to simpler concepts. Artificial intelligence (AI) and data mining is the fastest growing field in computer science. AI and data mining algorithms and techniques are found to be useful in different areas like pattern recognition, automatic threat detection, automatic problem solving, visual recognition, fraud detection, detecting developmental delay in children, and many other applications. However, applying AI and data mining techniques or algorithms successfully in these areas needs a concerted effort, fostering integrative research between experts ranging from diverse disciplines from data science to artificial intelligence. Successful application of security frameworks to enable meaningful, cost effective, personalized security service is a primary aim of engineers and researchers today. However realizing this goal requires effective understanding, application and amalgamation of AI and data mining and several other computing technologies to deploy such a system in an effective manner. This book provides state of the art approaches of artificial intelligence and data mining in these areas. It includes areas of detection, prediction, as well as future framework identification, development, building service systems and analytical aspects. In all these topics, applications of AI and data mining, such as artificial neural networks, fuzzy logic, genetic algorithm and hybrid mechanisms, are explained and explored. This book is aimed at the modeling and performance prediction of efficient security framework systems, bringing to light a new dimension in the theory and practice. This groundbreaking new volume presents these topics and trends, bridging the research gap on AI and data mining to enable wide-scale implementation. Whether for the veteran engineer or the student, this is a must-have for any library. This groundbreaking new volume: Clarifies the understanding of certain key mechanisms of technology helpful in the use of artificial intelligence and data mining in security frameworks Covers practical approaches to the problems engineers face in working in this field, focusing on the applications used every day Contains numerous examples, offering critical solutions to engineers and scientists Presents these new applications of AI and data mining that are of prime importance to human civilization as a whole

Human Computer Interaction Using Hand Gestures

Author : Prashan Premaratne
Publisher : Springer Science & Business Media
ISBN 13 : 9814585696
Total Pages : 182 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Human Computer Interaction Using Hand Gestures by : Prashan Premaratne

Download or read book Human Computer Interaction Using Hand Gestures written by Prashan Premaratne and published by Springer Science & Business Media. This book was released on 2014-03-20 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human computer interaction (HCI) plays a vital role in bridging the 'Digital Divide', bringing people closer to consumer electronics control in the 'lounge'. Keyboards and mouse or remotes do alienate old and new generations alike from control interfaces. Hand Gesture Recognition systems bring hope of connecting people with machines in a natural way. This will lead to consumers being able to use their hands naturally to communicate with any electronic equipment in their 'lounge.' This monograph will include the state of the art hand gesture recognition approaches and how they evolved from their inception. The author would also detail his research in this area for the past 8 years and how the future might turn out to be using HCI. This monograph will serve as a valuable guide for researchers (who would endeavour into) in the world of HCI.

Facial Analysis from Continuous Video with Applications to Human-Computer Interface

Author : Antonio J. Colmenarez
Publisher : Springer Science & Business Media
ISBN 13 : 140207803X
Total Pages : 150 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Facial Analysis from Continuous Video with Applications to Human-Computer Interface by : Antonio J. Colmenarez

Download or read book Facial Analysis from Continuous Video with Applications to Human-Computer Interface written by Antonio J. Colmenarez and published by Springer Science & Business Media. This book was released on 2005-12-17 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer vision algorithms for the analysis of video data are obtained from a camera aimed at the user of an interactive system. It is potentially useful to enhance the interface between users and machines. These image sequences provide information from which machines can identify and keep track of their users, recognize their facial expressions and gestures, and complement other forms of human-computer interfaces. Facial Analysis from Continuous Video with Applications to Human-Computer Interfaces presents a learning technique based on information-theoretic discrimination which is used to construct face and facial feature detectors. This book also describes a real-time system for face and facial feature detection and tracking in continuous video. Finally, this book presents a probabilistic framework for embedded face and facial expression recognition from image sequences. Facial Analysis from Continuous Video with Applications to Human-Computer Interfaces is designed for a professional audience composed of researchers and practitioners in industry. This book is also suitable as a secondary text for graduate-level students in computer science and engineering.

Real-Time Vision for Human-Computer Interaction

Author : Branislav Kisacanin
Publisher : Springer Science & Business Media
ISBN 13 : 0387278907
Total Pages : 308 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Real-Time Vision for Human-Computer Interaction by : Branislav Kisacanin

Download or read book Real-Time Vision for Human-Computer Interaction written by Branislav Kisacanin and published by Springer Science & Business Media. This book was released on 2005-12-06 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: 200Ts Vision of Vision One of my formative childhood experiences was in 1968 stepping into the Uptown Theater on Connecticut Avenue in Washington, DC, one of the few movie theaters nationwide that projected in large-screen cinerama. I was there at the urging of a friend, who said I simply must see the remarkable film whose run had started the previous week. "You won't understand it," he said, "but that doesn't matter. " All I knew was that the film was about science fiction and had great special eflPects. So I sat in the front row of the balcony, munched my popcorn, sat back, and experienced what was widely touted as "the ultimate trip:" 2001: A Space Odyssey. My friend was right: I didn't understand it. . . but in some senses that didn't matter. (Even today, after seeing the film 40 times, I continue to discover its many subtle secrets. ) I just had the sense that I had experienced a creation of the highest aesthetic order: unique, fresh, awe inspiring. Here was a film so distinctive that the first half hour had no words whatsoever; the last half hour had no words either; and nearly all the words in between were banal and irrelevant to the plot - quips about security through Voiceprint identification, how to make a phonecall from a space station, government pension plans, and so on.

The Oxford Handbook of Affective Computing

Author : Rafael A. Calvo
Publisher : Oxford Library of Psychology
ISBN 13 : 0199942234
Total Pages : 625 pages
Book Rating : 4.1/5 (999 download)

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Book Synopsis The Oxford Handbook of Affective Computing by : Rafael A. Calvo

Download or read book The Oxford Handbook of Affective Computing written by Rafael A. Calvo and published by Oxford Library of Psychology. This book was released on 2015 with total page 625 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The Oxford Handbook of Affective Computing is a definitive reference in the burgeoning field of affective computing (AC), a multidisciplinary field encompassing computer science, engineering, psychology, education, neuroscience, and other disciplines. AC research explores how affective factors influence interactions between humans and technology, how affect sensing and affect generation techniques can inform our understanding of human affect, and on the design, implementation, and evaluation of systems involving affect at their core. The volume features 41 chapters and is divided into five sections: history and theory, detection, generation, methodologies, and applications. Section 1 begins with the making of AC and a historical review of the science of emotion. The following chapters discuss the theoretical underpinnings of AC from an interdisciplinary viewpoint. Section 2 examines affect detection or recognition, a commonly investigated area. Section 3 focuses on aspects of affect generation, including the synthesis of emotion and its expression via facial features, speech, postures, and gestures. Cultural issues are also discussed. Section 4 focuses on methodological issues in AC research, including data collection techniques, multimodal affect databases, formats for the representation of emotion, crowdsourcing techniques, machine learning approaches, affect elicitation techniques, useful AC tools, and ethical issues. Finally, Section 5 highlights applications of AC in such domains as formal and informal learning, games, robotics, virtual reality, autism research, health care, cyberpsychology, music, deception, reflective writing, and cyberpsychology. This compendium will prove suitable for use as a textbook and serve as a valuable resource for everyone with an interest in AC."--

Computer Vision in Human-Computer Interaction

Author : Nicu Sebe
Publisher : Springer Science & Business Media
ISBN 13 : 3540296204
Total Pages : 240 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Computer Vision in Human-Computer Interaction by : Nicu Sebe

Download or read book Computer Vision in Human-Computer Interaction written by Nicu Sebe and published by Springer Science & Business Media. This book was released on 2005-10-10 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the International Workshop on Human-Computer Interaction, HCI/ICCV 2005, held in Beijing, China in October 2005 within the scope of ICCV 2005, the International Conference on Computer Vision. The 22 revised full papers presented were carefully reviewed and selected from 74 submissions. The papers address a wide range of theoretical and application issues in human-computer interaction ranging from human-robot interaction, gesture recognition, and body tracking, to facial features analysis and human-computer interaction systems and are organized in topical sections on tracking, interfacing, event detection, augmented reality, hand and gesture, as well as applications.

Deep Sciences for Computing and Communications

Author : Kottilingam Kottursamy
Publisher : Springer Nature
ISBN 13 : 3031276221
Total Pages : 375 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Deep Sciences for Computing and Communications by : Kottilingam Kottursamy

Download or read book Deep Sciences for Computing and Communications written by Kottilingam Kottursamy and published by Springer Nature. This book was released on 2023-03-18 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes selected papers presented during the First International Conference on Deep Sciences for Computing and Communications, IconDeepCom 2022, held in Chennai, India, in March 2022. The 27 papers presented were thoroughly reviewed and selected from 97 submissions. They are organized in topical sections as follows: classification and regression problems for communication paradigms; deep learning and vision computing; deep- recurrent neural network (RNN) for industrial informatics; extended AI for heterogeneous edge.

Hybrid Soft Computing for Image Segmentation

Author : Siddhartha Bhattacharyya
Publisher : Springer
ISBN 13 : 3319472232
Total Pages : 327 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Hybrid Soft Computing for Image Segmentation by : Siddhartha Bhattacharyya

Download or read book Hybrid Soft Computing for Image Segmentation written by Siddhartha Bhattacharyya and published by Springer. This book was released on 2016-11-12 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book proposes soft computing techniques for segmenting real-life images in applications such as image processing, image mining, video surveillance, and intelligent transportation systems. The book suggests hybrids deriving from three main approaches: fuzzy systems, primarily used for handling real-life problems that involve uncertainty; artificial neural networks, usually applied for machine cognition, learning, and recognition; and evolutionary computation, mainly used for search, exploration, efficient exploitation of contextual information, and optimization. The contributed chapters discuss both the strengths and the weaknesses of the approaches, and the book will be valuable for researchers and graduate students in the domains of image processing and computational intelligence.

Gesture Recognition

Author : Qiguang Miao
Publisher : Elsevier
ISBN 13 : 0443289603
Total Pages : 225 pages
Book Rating : 4.4/5 (432 download)

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Book Synopsis Gesture Recognition by : Qiguang Miao

Download or read book Gesture Recognition written by Qiguang Miao and published by Elsevier. This book was released on 2024-07-26 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gesture Recognition: Theory and Applications covers this important topic in computer science and language technology that has a goal of interpreting human gestures via mathematical algorithms. The book begins by examining the computer vision-based gesture recognition method, focusing on the theory and related research results of various recent gesture recognition technologies. The book takes the evolutions of gesture recognition technology as a clue, systematically introducing gesture recognition methods based on handcrafted features, convolutional neural networks, recurrent neural networks, multimodal data fusion, and visual attention mechanisms.Three gesture recognition-based HCI (Human Computer Interaction) practical cases are introduced. Finally, the book looks at emerging research trends and application. - Focuses on the theory and application of gesture recognition, providing a systematic introduction to commonly used datasets in the field as well as algorithms based on handcrafted features, convolutional neural networks, multimodal fusion, and attention mechanisms - Introduces the practical applications of gesture recognition in real-world scenarios, enabling readers to enhance their practical application skills while learning about relevant technologies - Demonstrates four main categories of gesture recognition methods and analyzes their associated challenges

HCI in Games

Author : Xiaowen Fang
Publisher : Springer Nature
ISBN 13 : 303105637X
Total Pages : 675 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis HCI in Games by : Xiaowen Fang

Download or read book HCI in Games written by Xiaowen Fang and published by Springer Nature. This book was released on 2022-06-16 with total page 675 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Conference on HCI in Games, HCI in Games 2022, held as part of the 23rd International Conference, HCI International 2022, which was held virtually in June/July 2022. The total of 1271 papers and 275 posters included in the HCII 2022 proceedings was carefully reviewed and selected from 5487 submissions. The HCI in Games 2022 proceedings intends to help, promote and encourage research in this field by providing a forum for interaction and exchanges among researchers, academics, and practitioners in the fields of HCI and games. The Conference addresses HCI principles, methods and tools for better games.

Markov Models for Pattern Recognition

Author : Gernot A. Fink
Publisher : Springer Science & Business Media
ISBN 13 : 1447163087
Total Pages : 275 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Markov Models for Pattern Recognition by : Gernot A. Fink

Download or read book Markov Models for Pattern Recognition written by Gernot A. Fink and published by Springer Science & Business Media. This book was released on 2014-01-14 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thoroughly revised and expanded new edition now includes a more detailed treatment of the EM algorithm, a description of an efficient approximate Viterbi-training procedure, a theoretical derivation of the perplexity measure and coverage of multi-pass decoding based on n-best search. Supporting the discussion of the theoretical foundations of Markov modeling, special emphasis is also placed on practical algorithmic solutions. Features: introduces the formal framework for Markov models; covers the robust handling of probability quantities; presents methods for the configuration of hidden Markov models for specific application areas; describes important methods for efficient processing of Markov models, and the adaptation of the models to different tasks; examines algorithms for searching within the complex solution spaces that result from the joint application of Markov chain and hidden Markov models; reviews key applications of Markov models.

Handbook of Face Recognition

Author : Stan Z. Li
Publisher : Springer Science & Business Media
ISBN 13 : 9780387405957
Total Pages : 428 pages
Book Rating : 4.4/5 (59 download)

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Book Synopsis Handbook of Face Recognition by : Stan Z. Li

Download or read book Handbook of Face Recognition written by Stan Z. Li and published by Springer Science & Business Media. This book was released on 2005-03-15 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This authoritative handbook is the first to provide complete coverage of face recognition, including major established approaches, algorithms, systems, databases, evaluation methods, and applications. After a thorough introductory chapter from the editors, 15 chapters address the sub-areas and major components necessary for designing operational face recognition systems. Each chapter focuses on a specific topic, reviewing background information, reviewing up-to-date techniques, presenting results, and offering challenges and future directions." "This accessible, practical reference is an essential resource for scientists and engineers, practitioners, government officials, and students planning to work in image processing, computer vision, biometrics and security, Internet communications, computer graphics, animation, and the computer game industry."--BOOK JACKET.

Gesture-Based Communication in Human-Computer Interaction

Author : Annelies Braffort
Publisher : Springer
ISBN 13 : 3540466169
Total Pages : 322 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Gesture-Based Communication in Human-Computer Interaction by : Annelies Braffort

Download or read book Gesture-Based Communication in Human-Computer Interaction written by Annelies Braffort and published by Springer. This book was released on 2003-06-29 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the International Gesture Workshop, GW'99, held in Gif-sur-Yvette, France, in March 1999. The 16 revised long papers and seven revised short papers were carefully reviewed for inclusion in the book. Also included are four invited papers and the transcription of a round table discussion. The papers are organized in sections on human perception and production of gesture, localization and segmentation, recognition, sign language, gesture synthesis and animation, and multimodality.