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Computer Vision and Pattern Recognition eBook Series

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  • Advanced Methods and Deep Learning in Computer Vision

    Edited by E. R. Davies, Matthew Turk ...
    Series series Computer Vision and Pattern Recognition
    Advanced Methods and Deep Learning in Computer Vision presents advanced computer vision methods, emphasizing machine and deep learning techniques that have emerged during the past 5–10 years. The book provides clear explanations of principles and algorithms supported with applications. Topics covered include machine learning, deep learning networks, generative adversarial networks, deep ... Read more

    $112.49 USD

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  • Data Processing for the AHP/ANP

    by Daji Ergu, Yong Shi, Gang Kou, Yi Peng ...
    Series series Business and Management (R0)
    The positive reciprocal pairwise comparison matrix (PCM) is one of the key components which is used to quantify the qualitative and/or intangible attributes into measurable quantities. This book examines six understudied issues of PCM, i.e. consistency test, inconsistent data identification and adjustment, data collection, missing or uncertain data estimation, and sensitivity analysis of rank ... Read more

    $49.49 USD

  • The Science of Deep Learning

    by Iddo Drori ...
    The Science of Deep Learning emerged from courses taught by the author that have provided thousands of students with training and experience for their academic studies, and prepared them for careers in deep learning, machine learning, and artificial intelligence in top companies in industry and academia. The book begins by covering the foundations of deep learning, followed by key deep learning ... Read more

    $54.99 USD

  • A Guide to Convolutional Neural Networks for Computer Vision

    by Salman Khan, Hossein Rahmani, Syed Afaq Ali Shah, Mohammed Bennamoun, Gerard Medioni, Sven Dickinson ...
    Series series Synthesis Lectures on Computer Vision
    Computer vision has become increasingly important and effective in recent years due to its wide-ranging applications in areas as diverse as smart surveillance and monitoring, health and medicine, sports and recreation, robotics, drones, and self-driving cars. Visual recognition tasks, such as image classification, localization, and detection, are the core building blocks of many of these ... Read more

    $57.59 USD

  • Machine Learning for Transportation Research and Applications

    by Yinhai Wang, Zhiyong Cui, Ruimin Ke ...
    Transportation is a combination of systems that presents a variety of challenges often too intricate to be addressed by conventional parametric methods. Increasing data availability and recent advancements in machine learning provide new methods to tackle challenging transportation problems. This textbookis designed for college or graduate-level students in transportation or closely related fields ... Read more

    $112.49 USD

  • Advances in Brain Inspired Cognitive Systems

    8th International Conference, BICS 2016, Beijing, China, November 28-30, 2016, Proceedings

    Edited by Amir Hussain, Zhaoxiang Zhang, Bin Luo, Kay Chen Tan, Yi Zeng, Cheng-Lin Liu ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 8th International Conference on Brain Inspired Cognitive Systems, BICS 2016, held in Beijing, China, in November 2016. The 32 full papers presented were carefully reviewed and selected from 43 submissions. They discuss the emerging areas and challenges, present the state of the art of brain-inspired cognitive systems research and applications ... Read more

    $49.49 USD

  • Convolutional Neural Networks in Visual Computing

    A Concise Guide

    by Ragav Venkatesan, Baoxin Li ...
    Series series Data-Enabled Engineering
    This book covers the fundamentals in designing and deploying techniques using deep architectures. It is intended to serve as a beginner's guide to engineers or students who want to have a quick start on learning and/or building deep learning systems. This book provides a good theoretical and practical understanding and a complete toolkit of basic information and knowledge required to understand ... Read more

    $89.99 USD

  • Deep Learning For Eeg-based Brain-computer Interfaces: Representations, Algorithms And Applications

    by Xiang Zhang, Lina Yao ...
    Deep Learning for EEG-Based Brain-Computer Interfaces is an exciting book that describes how emerging deep learning improves the future development of Brain-Computer Interfaces (BCI) in terms of representations, algorithms and applications. BCI bridges humanity's neural world and the physical world by decoding an individuals' brain signals into commands recognizable by computer devices.This book ... Read more

    $70.19 USD

  • Interpretability in Deep Learning

    by Ayush Somani, Alexander Horsch, Dilip K. Prasad ...
    Series series Computer Science (R0)
    This book is a comprehensive curation, exposition and illustrative discussion of recent research tools for interpretability of deep learning models, with a focus on neural network architectures. In addition, it includes several case studies from application-oriented articles in the fields of computer vision, optics and machine learning related topic.The book can be used as a monograph on ... Read more

    $161.99 USD

  • Artificial Neural Networks and Machine Learning – ICANN 2021

    30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14–17, 2021, Proceedings, Part I

    Edited by Igor Farkaš, Paolo Masulli, Sebastian Otte, Stefan Wermter ...
    Series Book 1 - Springer Nature Proceedings Computer Science
    The proceedings set LNCS 12891, LNCS 12892, LNCS 12893, LNCS 12894 and LNCS 12895 constitute the proceedings of the 30th International Conference on Artificial Neural Networks, ICANN 2021, held in Bratislava, Slovakia, in September 2021.* The total of 265 full papers presented in these proceedings was carefully reviewed and selected from 496 submissions, and organized in 5 volumes.In this volume, ... Read more

    $98.09 USD

  • Gesture Recognition

    Edited by Sergio Escalera, Isabelle Guyon, Vassilis Athitsos ...
    Series series Computer Science (R0)
    This book presents a selection of chapters, written by leading international researchers, related to the automatic analysis of gestures from still images and multi-modal RGB-Depth image sequences. It offers a comprehensive review of vision-based approaches for supervised gesture recognition methods that have been validated by various challenges. Several aspects of gesture recognition are reviewed, ... Read more

    $143.09 USD

  • Face Analysis Under Uncontrolled Conditions

    From Face Detection to Expression Recognition

    by Romain Belmonte, Benjamin Allaert ...
    Face analysis is essential for a large number of applications such as human-computer interaction or multimedia (e.g. content indexing and retrieval). Although many approaches are under investigation, performance under uncontrolled conditions is still not satisfactory. The variations that impact facial appearance (e.g. pose, expression, illumination, occlusion, motion blur) make it a difficult ... Read more

    $136.00 USD