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Computer Vision and Pattern Recognition eBook Serie

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  • Advanced Methods and Deep Learning in Computer Vision

    Bewerkt door E. R. Davies, Matthew Turk ...
    Serie 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 ... Meer lezen

    109,00 €

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  • Data Processing for the AHP/ANP

    Serie 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 ... Meer lezen

    52,99 €

  • The Science of Deep Learning

    door 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 ... Meer lezen

    60,62 €

  • A Guide to Convolutional Neural Networks for Computer Vision

    Serie 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 ... Meer lezen

    58,19 €

  • Machine Learning for Transportation Research and Applications

    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 ... Meer lezen

    109,00 €

  • Advances in Brain Inspired Cognitive Systems

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

    Serie 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 ... Meer lezen

    52,99 €

  • Convolutional Neural Networks in Visual Computing

    A Concise Guide

    Serie 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 ... Meer lezen

    83,04 €

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

    door 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 ... Meer lezen

    70,97 €

  • Interpretability in Deep Learning

    Serie 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 ... Meer lezen

    169,59 €

  • Artificial Neural Networks and Machine Learning – ICANN 2021

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

    Serie Boek 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, ... Meer lezen

    105,99 €

  • Gesture Recognition

    Serie 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, ... Meer lezen

    148,39 €

  • Face Analysis Under Uncontrolled Conditions

    From Face Detection to Expression Recognition

    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 ... Meer lezen

    130,99 €