Human Activity Recognition Challenge, Ahad Atiqur Rahman, Lago Paula, Inoue Sozo
Автор: Strang Gilbert Название: Linear Algebra and Learning from Data ISBN: 0692196382 ISBN-13(EAN): 9780692196380 Издательство: Cambridge Academ Рейтинг: Цена: 66520.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Linear algebra and the foundations of deep learning, together at last! From Professor Gilbert Strang, acclaimed author of Introduction to Linear Algebra, comes Linear Algebra and Learning from Data, the first textbook that teaches linear algebra together with deep learning and neural nets. This readable yet rigorous textbook contains a complete course in the linear algebra and related mathematics that students need to know to get to grips with learning from data. Included are: the four fundamental subspaces, singular value decompositions, special matrices, large matrix computation techniques, compressed sensing, probability and statistics, optimization, the architecture of neural nets, stochastic gradient descent and backpropagation.
Автор: Bir Bhanu; Ju Han Название: Human Recognition at a Distance in Video ISBN: 1447126041 ISBN-13(EAN): 9781447126041 Издательство: Springer Рейтинг: Цена: 130430.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This comprehensive reference addresses the fundamental problems associated with gait and face-based human recognition, using color and infrared video data acquired from a distance. Both model-free and model-based approaches to gait-based human recognition are examined, including new techniques.
Автор: Guesgen & Marsland Название: Human Behavior Recognition Technologies ISBN: 1466636823 ISBN-13(EAN): 9781466636828 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 189420.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Recently, the ICT field has seen a shift from machine centered focuses to human and user knowledge-based approaches. However, as the priorities shift, questions arise on how to detect and monitor users’ behaviour. <br><br><em>Human Behavior Recognition Technologies: Intelligent Applications for Monitoring and Security</em> addresses these questions and more as it takes an insightful glance into the applications and dependability of behaviour detection. In addition, this comprehensive publication looks into the social, ethical, and legal implications of these areas. Researchers and practitioners interested in the computational aspects of behaviour monitoring as well as the ethical and legal implications will find this reference source beneficial.
Автор: Honghai Liu; Zhaojie Ju; Xiaofei Ji; Chee Seng Cha Название: Human Motion Sensing and Recognition ISBN: 3662536900 ISBN-13(EAN): 9783662536902 Издательство: Springer Рейтинг: Цена: 130430.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Introduction.- Fuzzy Qualitative Trigonometry.- Fuzzy Qualitative Robot Kinematics.- Fuzzy Qualitative Human Motion Analysis.- Fuzzy Gaussian Mixture Models.- Fuzzy Empirical Copula for Estimating Data Dependence Structure.- A Unified Fuzzy Framework for Human Hand Motion Recognition.- Human Hand Motion Analysis with Multisensory Information.- A Novel Approach to Extract Hand Gesture Feature in Depth Images.- Recognizing Constrained 3D Human Motion: An Inference Approach.- Study of Human Action Recognition Based on Improved Spatio-temporal Features.- A View-invariant Action Recognition based on Multi-view Space Hidden Markov Models.
Автор: Friedhelm Schwenker; Stefan Scherer Название: Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction ISBN: 3319592580 ISBN-13(EAN): 9783319592589 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Active Shape Model Vs. Deep Learning for Facial Emotion Recognition in Security.- Bimodal Recognition of Cognitive Load Based on Speech and Physiological Changes.- Human Mobility-Pattern Discovery and Next-Place Prediction from GPS data.- Fusion Architectures for Multimodal Cognitive Load Recognition.- Face Recognition in Home Security System Using Tensor Decomposition Based on Radix Hierarchical SVD.- Performance analysis of gesture recognition classifiers for building a human robot interface.- On Automatic Question Answering Using Efficient Primal-dual Models.- Hierarchical Bayesian Multiple Kernel Learning Based Feature Fusion for Action Recognition.- Audio Visual Speech Recognition Using Deep Recurrent Neural Networks.- Audio-Visual Recognition of Pain Intensity.- The Sense Emotion Database: A Multimodal Database for the Development and Systematic Validation of an Automatic Pain- and Emotion-Recognition System.- Photometric Stereo for 3D face reconstruction using non linear illumination models.- Recursively Measured Action Units.
Автор: Friedhelm Schwenker; Stefan Scherer; Louis-Philipp Название: Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction ISBN: 3319148982 ISBN-13(EAN): 9783319148984 Издательство: Springer Рейтинг: Цена: 37270.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the thoroughly refereed post-workshop proceedings of the Third IAPR TC3 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction, MPRSS 2014, held in Stockholm, Sweden, in August 2014, as a satellite event of the International Conference on Pattern Recognition, ICPR 2014.
Автор: Laura Fern?ndez Gallardo Название: Human and Automatic Speaker Recognition over Telecommunication Channels ISBN: 9811013195 ISBN-13(EAN): 9789811013195 Издательство: Springer Рейтинг: Цена: 78350.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This work addresses the evaluation of the human and the automatic speaker recognition performances under different channel distortions caused by bandwidth limitation, codecs, and electro-acoustic user interfaces, among other impairments.
Автор: Tai-hoon Kim; Sabah Mohammed; Carlos Ramos; Jemal Название: Computer Applications for Web, Human Computer Interaction, Signal and Image Processing, and Pattern Recognition ISBN: 3642352693 ISBN-13(EAN): 9783642352690 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book comprises the refereed proceedings of the International Conferences, SIP, WSE, and ICHCI 2012, held in conjunction with GST 2012 on Jeju Island, Korea, in November/December 2012.
Автор: Ming-Hsuan Yang; Narendra Ahuja Название: Face Detection and Gesture Recognition for Human-Computer Interaction ISBN: 146135546X ISBN-13(EAN): 9781461355465 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Recently, computer vision has gradually been making the transition away from understanding single images to analyzing image sequences, or video understanding. Computer graphics, image processing, and video databases have obvious overlap with computer vision.
Автор: Ahad MD Atiqur Rahman, Lago Paula, Inoue Sozo Название: Human Activity Recognition Challenge ISBN: 9811582688 ISBN-13(EAN): 9789811582684 Издательство: Springer Цена: 158380.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The book introduces some challenging methods and solutions to solve the human activity recognition challenge. This book highlights the challenge that will lead the researchers in academia and industry to move further related to human activity recognition and behavior analysis, concentrating on cooking challenge.
Автор: Labrador, Miguel A. Название: Human Activity Recognition ISBN: 1466588276 ISBN-13(EAN): 9781466588271 Издательство: Taylor&Francis Рейтинг: Цена: 137810.00 T Наличие на складе: Невозможна поставка. Описание:
Learn How to Design and Implement HAR Systems
The pervasiveness and range of capabilities of today's mobile devices have enabled a wide spectrum of mobile applications that are transforming our daily lives, from smartphones equipped with GPS to integrated mobile sensors that acquire physiological data. Human Activity Recognition: Using Wearable Sensors and Smartphones focuses on the automatic identification of human activities from pervasive wearable sensors--a crucial component for health monitoring and also applicable to other areas, such as entertainment and tactical operations.
Developed from the authors' nearly four years of rigorous research in the field, the book covers the theory, fundamentals, and applications of human activity recognition (HAR). The authors examine how machine learning and pattern recognition tools help determine a user's activity during a certain period of time. They propose two systems for performing HAR: Centinela, an offline server-oriented HAR system, and Vigilante, a completely mobile real-time activity recognition system. The book also provides a practical guide to the development of activity recognition applications in the Android framework.
Автор: Jorge Luis Reyes Ortiz Название: Smartphone-Based Human Activity Recognition ISBN: 3319142739 ISBN-13(EAN): 9783319142739 Издательство: Springer Рейтинг: Цена: 121890.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The book reports on the author`s original work to address the use of today`s state-of-the-art smartphones for human physical activity recognition.
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