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1-12 sur 12 résultats pour « sergio escalera »
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  • Topological Data Analysis for Neural Networks

    par Rubén Ballester, Carles Casacuberta, Sergio Escalera ...
    Collections series Artificial Intelligence (R0)
    This book offers a comprehensive presentation of methods from topological data analysis applied to the study of neural network structure and dynamics. Using topology-based tools such as persistent homology and the Mapper algorithm, the authors explore the intricate structures and behaviors of fully connected feedforward and convolutional neural networks.The authors discuss various strategies for ... En savoir plus

    $64.09 CAD

  • Introduction to Data Science

    A Python Approach to Concepts, Techniques and Applications

    par Laura Igual, Santi Seguí, Jordi Vitrià, Eloi Puertas, Petia Radeva, Oriol Pujol, Sergio Escalera, Francesc Dantí ...
    Collections series Computer Science (R0)
    This accessible and classroom-tested textbook/reference presents an introduction to the fundamentals of the interdisciplinary field of data science. The coverage spans key concepts from statistics, machine/deep learning and responsible data science, useful techniques for network analysis and natural language processing, and practical applications of data science such as recommender systems or ... En savoir plus

    $64.09 CAD

  • Advances in Face Presentation Attack Detection

    par Jun Wan, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li ...
    Collections series eBColl Synthesis Collection 12
    This book revises and expands upon the prior edition of Multi-Modal Face Presentation Attack Detection. The authors begin with fundamental and foundational information on face spoofing attack detection, explaining why the computer vision community has intensively studied it for the last decade. The authors also discuss the reasons that cause face anti-spoofing to be essential for preventing ... En savoir plus

    $51.99 CAD

  • The NeurIPS '18 Competition

    From Machine Learning to Intelligent Conversations

    Modifié par Sergio Escalera, Ralf Herbrich ...
    Collections series Springer Nature Proceedings Computer Science
    This volume presents the results of the Neural Information Processing Systems Competition track at the 2018 NeurIPS conference. The competition follows the same format as the 2017 competition track for NIPS. Out of 21 submitted proposals, eight competition proposals were selected, spanning the area of Robotics, Health, Computer Vision, Natural Language Processing, Systems and Physics.Competitions ... En savoir plus

    $64.99 CAD

  • Inpainting and Denoising Challenges

    Modifié par Sergio Escalera, Stephane Ayache, Jun Wan, Meysam Madadi, Umut Güçlü, Xavier Baró ...
    Collections series Springer Nature Proceedings Computer Science
    The problem of dealing with missing or incomplete data in machine learning and computer vision arises in many applications. Recent strategies make use of generative models to impute missing or corrupted data. Advances in computer vision using deep generative models have found applications in image/video processing, such as denoising, restoration, super-resolution, or inpainting.Inpainting and ... En savoir plus

    $64.99 CAD

  • Traffic-Sign Recognition Systems

    par Petia Radeva, Sergio Escalera, Oriol Pujol, Jordi Vitrià, Xavier Baró ...
    Collections series Computer Science (R0)
    This work presents a full generic approach to the detection and recognition of traffic signs. The approach is based on the latest computer vision methods for object detection, and on powerful methods for multiclass classification. The challenge was to robustly detect a set of different sign classes in real time, and to classify each detected sign into a large, extensible set of classes. To address ... En savoir plus

    $64.09 CAD

  • Introduction to Data Science

    A Python Approach to Concepts, Techniques and Applications

    par Petia Radeva, Oriol Pujol, Jordi Vitrià, Sergio Escalera, Santi Seguí, Francesc Dantí, Laura Igual, Lluís Garrido, Eloi Puertas ...
    Collections series Computer Science (R0)
    This accessible and classroom-tested textbook/reference presents an introduction to the fundamentals of the emerging and interdisciplinary field of data science. The coverage spans key concepts adopted from statistics and machine learning, useful techniques for graph analysis and parallel programming, and the practical application of data science for such tasks as building recommender systems or ... En savoir plus

    $57.69 CAD

  • The NIPS '17 Competition: Building Intelligent Systems

    Modifié par Sergio Escalera, Markus Weimer ...
    Collections series Springer Nature Proceedings Computer Science
    This book summarizes the organized competitions held during the first NIPS competition track. It provides both theory and applications of hot topics in machine learning, such as adversarial learning, conversational intelligence, and deep reinforcement learning.Rigorous competition evaluation was based on the quality of data, problem interest and impact, promoting the design of new models, and a ... En savoir plus

    $64.99 CAD

  • Explainable and Interpretable Models in Computer Vision and Machine Learning

    Modifié par Hugo Jair Escalante, Sergio Escalera, Isabelle Guyon, Xavier Baró, Yağmur Güçlütürk, Umut Güçlü, Marcel van Gerven ...
    Collections series Computer Science (R0)
    This book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer vision and machine learning.Research progress in computer vision and pattern recognition has led to a variety of modeling techniques with almost human-like performance. Although these models have obtained astounding results, they are limited in their ... En savoir plus

    $179.99 CAD

  • Gesture Recognition

    Modifié par Sergio Escalera, Isabelle Guyon, Vassilis Athitsos ...
    Collections 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, ... En savoir plus

    $179.39 CAD

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  • Intelligent Visual Surveillance

    4th Chinese Conference, IVS 2016, Beijing, China, October 19, 2016, Proceedings

    Modifié par Kaiqi Huang, Zhang Zhang ...
    Collections series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 4th Chinese Conference, IVS 2016, held in Beijing, China, in October 2016.The 19 revised full papers presented were carefully reviewed and selected from 45 submissions. The papers are organized in topical sections on low-level preprocessing, surveillance systems; tracking, robotics; identification, detection, recognition; behavior, activities, ... En savoir plus

    $64.09 CAD

  • Computer Vision – ECCV 2018

    15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part XV

    Modifié par Vittorio Ferrari, Martial Hebert, Cristian Sminchisescu, Yair Weiss ...
    Collections Livre 15 - Springer Nature Proceedings Computer Science
    The sixteen-volume set comprising the LNCS volumes 11205-11220 constitutes the refereed proceedings of the 15th European Conference on Computer Vision, ECCV 2018, held in Munich, Germany, in September 2018.The 776 revised papers presented were carefully reviewed and selected from 2439 submissions. The papers are organized in topical sections on learning for vision; computational photography; human ... En savoir plus

    $115.29 CAD