Human Activity Recognition Challenge, Ahad MD 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: 9978.00 р. 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: 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: 19564.00 р. 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.
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.
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.
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: Liu Honghai, Ju Zhaojie, Ji Xiaofei Название: Human Motion Sensing and Recognition: A Fuzzy Qualitative Approach ISBN: 3662571528 ISBN-13(EAN): 9783662571521 Издательство: Springer Рейтинг: Цена: 19564.00 р. 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: Barber Название: Bayesian Reasoning and Machine Learning ISBN: 0521518148 ISBN-13(EAN): 9780521518147 Издательство: Cambridge Academ Рейтинг: Цена: 11088.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This practical introduction for final-year undergraduate and graduate students is ideally suited to computer scientists without a background in calculus and linear algebra. Numerous examples and exercises are provided. Additional resources available online and in the comprehensive software package include computer code, demos and teaching materials for instructors.
Автор: Ahad, Md Atiqur Rahman, Antar, Anindya Das, Ahmed, Название: IoT Sensor-Based Activity Recognition ISBN: 3030513785 ISBN-13(EAN): 9783030513788 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book offer clear descriptions of the basic structure for the recognition and classification of human activities using different types of sensor module and smart devices in e.g. healthcare, education, monitoring the elderly, daily human behavior, and fitness monitoring.
Автор: Liming Chen; Chris D. Nugent; Jit Biswas; Jesse Ho Название: Activity Recognition in Pervasive Intelligent Environments ISBN: 9491216406 ISBN-13(EAN): 9789491216404 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The fourth category of topic will be dedicated to representative applications of activity recognition in intelligent environments, which address the life cycle of activity recognition and their use for novel functions of the end-user systems with comprehensive implementation, prototyping and evaluation.
Автор: Bir Bhanu; Ju Han Название: Human Recognition at a Distance in Video ISBN: 1447126041 ISBN-13(EAN): 9781447126041 Издательство: Springer Рейтинг: Цена: 19564.00 р. 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.
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.
Описание: This book constitutes the thoroughly refereed post-workshop proceedings of the First IAPR TC3 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction (MPRSS2012), held in Tsukuba, Japan in November 2012, in collaboration with the NLGD Festival of Games.
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