Recent Trends In Static Hand Gesture Recognition

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Recent Trends in Static Hand Gesture Recognition

Author : Haitham Hasan
Publisher : LAP Lambert Academic Publishing
ISBN 13 : 9783659583841
Total Pages : 148 pages
Book Rating : 4.5/5 (838 download)

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Book Synopsis Recent Trends in Static Hand Gesture Recognition by : Haitham Hasan

Download or read book Recent Trends in Static Hand Gesture Recognition written by Haitham Hasan and published by LAP Lambert Academic Publishing. This book was released on 2014-08-08 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: Considerable effort has been put towards developing intelligent and natural interfaces between users and computer systems. This is done by means of a variety of modes of information (visual, audio, pen, etc.) either used individually or in combination. The use of gestures as means to convey information is an important part of human communication. The automatic recognition of gestures enriches Human-Computer Interaction by offering a natural and intuitive method of data input.

Recent Trends in Computational Sciences

Author : Gururaj H L
Publisher : CRC Press
ISBN 13 : 100380389X
Total Pages : 462 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Recent Trends in Computational Sciences by : Gururaj H L

Download or read book Recent Trends in Computational Sciences written by Gururaj H L and published by CRC Press. This book was released on 2023-10-12 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a compilation of research papers and presentations from the Fourth Annual International Conference on Data Science, Machine Learning and Blockchain Technology (AICDMB 2023, Mysuru, India, 16-17 March 2023). The book covers a wide range of topics, including data mining, natural language processing, deep learning, computer vision, big data analytics, cryptography, smart contracts, decentralized applications, and blockchain-based solutions for various industries such as healthcare, finance, and supply chain management. The research papers presented in this book highlight the latest advancements and practical applications in data science, machine learning, and blockchain technology, and provide insights into the future direction of these fields. The book serves as a valuable resource for researchers, students, and professionals in the areas of data science, machine learning, and blockchain technology.

Real-time Static Hand Gesture Recognition: Using a Novel Automatic Bubble Standardization Process to Prepare Monochromatic Thermal Hand Images for Gesture Classification

Download Real-time Static Hand Gesture Recognition: Using a Novel Automatic Bubble Standardization Process to Prepare Monochromatic Thermal Hand Images for Gesture Classification PDF Online Free

Author : James Michael Ballow
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (134 download)

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Book Synopsis Real-time Static Hand Gesture Recognition: Using a Novel Automatic Bubble Standardization Process to Prepare Monochromatic Thermal Hand Images for Gesture Classification by : James Michael Ballow

Download or read book Real-time Static Hand Gesture Recognition: Using a Novel Automatic Bubble Standardization Process to Prepare Monochromatic Thermal Hand Images for Gesture Classification written by James Michael Ballow and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Real-time 2D Static Hand Gesture Recognition and 2D Hand Tracking for Human-Computer Interaction

Author : Pavel Alexandrovich Popov
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (129 download)

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Book Synopsis Real-time 2D Static Hand Gesture Recognition and 2D Hand Tracking for Human-Computer Interaction by : Pavel Alexandrovich Popov

Download or read book Real-time 2D Static Hand Gesture Recognition and 2D Hand Tracking for Human-Computer Interaction written by Pavel Alexandrovich Popov and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The topic of this thesis is Hand Gesture Recognition and Hand Tracking for user interface applications. 3 systems were produced, as well as datasets for recognition and tracking, along with UI applications to prove the concept of the technology. These represent significant contributions to resolving the hand recognition and tracking problems for 2d systems. The systems were designed to work in video only contexts, be computationally light, provide recognition and tracking of the user's hand, and operate without user driven fine tuning and calibration. Existing systems require user calibration, use depth sensors and do not work in video only contexts, or are computationally heavy requiring GPU to run in live situations. A 2-step static hand gesture recognition system was created which can recognize 3 different gestures in real-time. A detection step detects hand gestures using machine learning models. A validation step rejects false positives. The gesture recognition system was combined with hand tracking. It recognizes and then tracks a user's hand in video in an unconstrained setting. The tracking uses 2 collaborative strategies. A contour tracking strategy guides a minimization based template tracking strategy and makes it real-time, robust, and recoverable, while the template tracking provides stable input for UI applications. Lastly, an improved static gesture recognition system addresses the drawbacks due to stratified colour sampling of the detection boxes in the detection step. It uses the entire presented colour range and clusters it into constituent colour modes which are then used for segmentation, which improves the overall gesture recognition rates. One dataset was produced for static hand gesture recognition which allowed for the comparison of multiple different machine learning strategies, including deep learning. Another dataset was produced for hand tracking which provides a challenging series of user scenarios to test the gesture recognition and hand tracking system. Both datasets are significantly larger than other available datasets. The hand tracking algorithm was used to create a mouse cursor control application, a paint application for Android mobile devices, and a FPS video game controller. The latter in particular demonstrates how the collaborating hand tracking can fulfill the demanding nature of responsive aiming and movement controls.

Static Hand Gesture Recognition Using Haar-like Features

Author : Kai Sin Wong
Publisher :
ISBN 13 :
Total Pages : 56 pages
Book Rating : 4.:/5 (12 download)

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Book Synopsis Static Hand Gesture Recognition Using Haar-like Features by : Kai Sin Wong

Download or read book Static Hand Gesture Recognition Using Haar-like Features written by Kai Sin Wong and published by . This book was released on 2015 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Challenges and Applications for Hand Gesture Recognition

Author : Kane, Lalit
Publisher : IGI Global
ISBN 13 : 1799894363
Total Pages : 249 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Challenges and Applications for Hand Gesture Recognition by : Kane, Lalit

Download or read book Challenges and Applications for Hand Gesture Recognition written by Kane, Lalit and published by IGI Global. This book was released on 2022-03-25 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to the rise of new applications in electronic appliances and pervasive devices, automated hand gesture recognition (HGR) has become an area of increasing interest. HGR developments have come a long way from the traditional sign language recognition (SLR) systems to depth and wearable sensor-based electronic devices. Where the former are more laboratory-oriented frameworks, the latter are comparatively realistic and practical systems. Based on various gestural traits, such as hand postures, gesture recognition takes different forms. Consequently, different interpretations can be associated with gestures in various application contexts. A considerable amount of research is still needed to introduce more practical gesture recognition systems and associated algorithms. Challenges and Applications for Hand Gesture Recognition highlights the state-of-the-art practices of HGR research and discusses key areas such as challenges, opportunities, and future directions. Covering a range of topics such as wearable sensors and hand kinematics, this critical reference source is ideal for researchers, academicians, scholars, industry professionals, engineers, instructors, and students.

Hybrid Intelligence for Image Analysis and Understanding

Author : Siddhartha Bhattacharyya
Publisher : John Wiley & Sons
ISBN 13 : 1119242959
Total Pages : 566 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Hybrid Intelligence for Image Analysis and Understanding by : Siddhartha Bhattacharyya

Download or read book Hybrid Intelligence for Image Analysis and Understanding written by Siddhartha Bhattacharyya and published by John Wiley & Sons. This book was released on 2017-07-27 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: A synergy of techniques on hybrid intelligence for real-life image analysis Hybrid Intelligence for Image Analysis and Understanding brings together research on the latest results and progress in the development of hybrid intelligent techniques for faithful image analysis and understanding. As such, the focus is on the methods of computational intelligence, with an emphasis on hybrid intelligent methods applied to image analysis and understanding. The book offers a diverse range of hybrid intelligence techniques under the umbrellas of image thresholding, image segmentation, image analysis and video analysis. Key features: Provides in-depth analysis of hybrid intelligent paradigms. Divided into self-contained chapters. Provides ample case studies, illustrations and photographs of real-life examples to illustrate findings and applications of different hybrid intelligent paradigms. Offers new solutions to recent problems in computer science, specifically in the application of hybrid intelligent techniques for image analysis and understanding, using well-known contemporary algorithms. The book is essential reading for lecturers, researchers and graduate students in electrical engineering and computer science.

Recent Trends in Computer Applications

Author : Jihad Mohamad Alja’am
Publisher : Springer
ISBN 13 : 3319899147
Total Pages : 296 pages
Book Rating : 4.3/5 (198 download)

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Book Synopsis Recent Trends in Computer Applications by : Jihad Mohamad Alja’am

Download or read book Recent Trends in Computer Applications written by Jihad Mohamad Alja’am and published by Springer. This book was released on 2018-11-19 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume presents the best chapters presented during the international conference on computer and applications ICCA’17 which was held in Dubai, United Arab Emirates in September 2017. Selected chapters present new advances in digital information, communications and multimedia. Authors from different countries show and discuss their findings, propose new approaches, compare them with the existing ones and include recommendations. They address all applications of computing including (but not limited to) connected health, information security, assistive technology, edutainment and serious games, education, grid computing, transportation, social computing, natural language processing, knowledge extraction and reasoning, Arabic apps, image and pattern processing, virtual reality, cloud computing, haptics, information security, robotics, networks algorithms, web engineering, big data analytics, ontology, constraints satisfaction, cryptography and steganography, Fuzzy logic, soft computing, neural networks, artificial intelligence, biometry and bio-informatics, embedded systems, computer graphics, algorithms and optimization, Internet of things and smart cities. The book can be used by researchers and practitioners to discover the recent trends in computer applications. It opens a new horizon for research discovery works locally and internationally.

Proceedings of 3rd International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications

Author : Vinit Kumar Gunjan
Publisher : Springer Nature
ISBN 13 : 9811960887
Total Pages : 682 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of 3rd International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications by : Vinit Kumar Gunjan

Download or read book Proceedings of 3rd International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications written by Vinit Kumar Gunjan and published by Springer Nature. This book was released on 2023-02-23 with total page 682 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is a collection of best selected research papers presented at the International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications (ICMISC 2022) held during 28 – 29 March 2022 at CMR Institute of Technology, Hyderabad, Telangana, India. This book will contain the articles on current trends of machine learning, internet of things, and smart cities applications emphasizing on multi-disciplinary research in the area of artificial intelligence and cyber physical systems. The book is a great resource for scientists, research scholars and PG students to formulate their research ideas and find the future directions in these areas. Further, this book serves as a reference work to understand the latest technologies by practice engineers across the globe.

Recent Trends in Analysis of Images, Social Networks and Texts

Author : Dmitry I. Ignatov
Publisher : Springer Nature
ISBN 13 : 3031670086
Total Pages : 332 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Recent Trends in Analysis of Images, Social Networks and Texts by : Dmitry I. Ignatov

Download or read book Recent Trends in Analysis of Images, Social Networks and Texts written by Dmitry I. Ignatov and published by Springer Nature. This book was released on with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of International Conference on Recent Trends in Computing

Author : Rajendra Prasad Mahapatra
Publisher : Springer Nature
ISBN 13 : 9819717248
Total Pages : 827 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Proceedings of International Conference on Recent Trends in Computing by : Rajendra Prasad Mahapatra

Download or read book Proceedings of International Conference on Recent Trends in Computing written by Rajendra Prasad Mahapatra and published by Springer Nature. This book was released on with total page 827 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Static Hand Gesture Recognition Using Artificial Neural Network

Author : Haitham Sabah Hasan
Publisher :
ISBN 13 :
Total Pages : 258 pages
Book Rating : 4.:/5 (968 download)

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Book Synopsis Static Hand Gesture Recognition Using Artificial Neural Network by : Haitham Sabah Hasan

Download or read book Static Hand Gesture Recognition Using Artificial Neural Network written by Haitham Sabah Hasan and published by . This book was released on 2014 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Dynamic Hand Gesture Recognition

Author : Quentin De Smedt
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (12 download)

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Book Synopsis Dynamic Hand Gesture Recognition by : Quentin De Smedt

Download or read book Dynamic Hand Gesture Recognition written by Quentin De Smedt and published by . This book was released on 2017 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hand gestures are the most natural and intuitive non-verbal communication medium while using a computer, and related research efforts have recently boosted interest. The area of hand gesture analysis covers hand pose estimation and gesture recognition. Hand pose estimation is considered to be more challenging than other human part estimation due to the small size of the hand, its greater complexity and its important self occlusions. Beside, the development of a precise hand gesture recognition system is also challenging due to high dissimilarities between gestures derived from ad-hoc, cultural and/or individual factors of users. First, we propose an original framework to represent hand gestures by using hand shape and motion descriptors computed on 3D hand skeletal features. Additionally, we create the Dynamic Hand Gesture dataset containing 14 gesture types. Evaluation results show the promising way of using hand skeletal data to perform hand gesture recognition. Then, we extend the study of hand gesture analysis to online recognition. Using a deep learning approach, we employ a transfer learning strategy to learn hand posture and shape features from depth image dataset originally created for hand pose estimation. Second, we model the temporal variations of the hand poses and its shapes using a recurrent deep learning technology. Finally, both information are merged to perform accurate prior detection and recognition of hand gestures. Experiments on two datasets demonstrate that the proposed approach is capable to detect an occurring gesture and to recognize its type far before its end.

Proceedings of 6th International Conference on Recent Trends in Computing

Author : Rajendra Prasad Mahapatra
Publisher : Springer Nature
ISBN 13 : 9813345012
Total Pages : 834 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Proceedings of 6th International Conference on Recent Trends in Computing by : Rajendra Prasad Mahapatra

Download or read book Proceedings of 6th International Conference on Recent Trends in Computing written by Rajendra Prasad Mahapatra and published by Springer Nature. This book was released on 2021-04-20 with total page 834 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of high-quality peer-reviewed research papers presented at Sixth International Conference on Recent Trends in Computing (ICRTC 2020) held at SRM Institute of Science and Technology, Ghaziabad, Delhi, India, during 3 – 4 July 2020. The book discusses a wide variety of industrial, engineering and scientific applications of the emerging techniques. The book presents original works from researchers from academic and industry in the field of networking, security, big data and the Internet of things.

Recent Trends in Intensive Computing

Author : M. Rajesh
Publisher : IOS Press
ISBN 13 : 1643682172
Total Pages : 960 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Recent Trends in Intensive Computing by : M. Rajesh

Download or read book Recent Trends in Intensive Computing written by M. Rajesh and published by IOS Press. This book was released on 2021-12-22 with total page 960 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a world where computer science is now an essential element in all of our lives, a new opportunity to disseminate the latest research and trends is always welcome. This book presents the proceedings of the first International Conference on Recent Trends in Computing (ICRTC 2021), which was held as a virtual event on 21 – 22 May 2021 at Sanjivani College of Engineering, Kopargaon, India due to the restrictions of the COVID-19 pandemic. This online conference, aimed at facilitating academic exchange among researchers, enabled experts and scholars around from around the globe to gather for the discussion of the latest advanced research in the field despite the extensive travel restrictions still in place. The book contains 134 papers selected from 329 submitted papers after a rigorous peer-review process, and topics covered include advanced computing, networking, informatics, security and privacy, and other related fields. The book will be of interest to all those eager to find the latest trends and most recent developments in computer science.

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

Emerging Trends in Electrical, Communications, and Information Technologies

Author : T. Hitendra Sarma
Publisher : Springer Nature
ISBN 13 : 981138942X
Total Pages : 794 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Emerging Trends in Electrical, Communications, and Information Technologies by : T. Hitendra Sarma

Download or read book Emerging Trends in Electrical, Communications, and Information Technologies written by T. Hitendra Sarma and published by Springer Nature. This book was released on 2019-09-24 with total page 794 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes original, peer-reviewed research from the 3rd International Conference on Emerging Trends in Electrical, Communication and Information Technologies (ICECIT 2018), held at Srinivasa Ramanujan Institute of Technology, Ananthapuramu, Andhra Pradesh, India in December 2018. It covers the latest research trends and developments in the areas of Electrical Engineering, Electronic and Communication Engineering, and Computer Science and Information.