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eBooks Traitement optique de l’information

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  • Natural Language Processing

    A Machine Learning Perspective

    par Yue Zhang, Zhiyang Teng ...
    With a machine learning approach and less focus on linguistic details, this gentle introduction to natural language processing develops fundamental mathematical and deep learning models for NLP under a unified framework. NLP problems are systematically organised by their machine learning nature, including classification, sequence labelling, and sequence-to-sequence problems. Topics covered include ... En savoir plus

    62,10 €

  • Theoretical Foundations of Digital Imaging Using MATLAB

    par Leonid P. Yaroslavsky ...
    Collection series Chapman & Hall/CRC Mathematical and Computational Imaging Sciences Series
    Helping readers master digital imaging, this text presents a unified theoretical basis for understanding and designing methods of imaging and image processing. Designed for newcomers to imaging science and engineering, the book covers the subject in its entirety, from image formation to image perfecting. The author avoids using heavy mathematics and derives all formulas in full detail. To ... En savoir plus

    81,87 €

  • Explainable AI for Earth Observation Data Analysis

    Applications, Opportunities, and Challenges

    Modifié par Arun PV, Jocelyn Chanussot, B Krishna Mohan, D Nagesh Kumar, Alok Porwal ...
    The role of artificial intelligence is crucial in the domain of Earth Observation (EO) data analysis. Deep learning-based approaches have improved accuracy, but they have affected the reliability and transparency of EO data. It is critical to improve the explainability of EO data analysis algorithms and complex deep learning models to ensure the quality of spatial decisions. This book discusses ... En savoir plus

    70,01 €

  • Regularized Image Reconstruction in Parallel MRI with MATLAB

    par Joseph Suresh Paul, Raji Susan Mathew ...
    Regularization becomes an integral part of the reconstruction process in accelerated parallel magnetic resonance imaging (pMRI) due to the need for utilizing the most discriminative information in the form of parsimonious models to generate high quality images with reduced noise and artifacts. Apart from providing a detailed overview and implementation details of various pMRI reconstruction ... En savoir plus

    198,18 €

  • Computational Photography

    Methods and Applications

    Modifié par Rastislav Lukac ...
    Collection series Digital Imaging and Computer Vision
    Computational photography refers broadly to imaging techniques that enhance or extend the capabilities of digital photography. This new and rapidly developing research field has evolved from computer vision, image processing, computer graphics and applied optics—and numerous commercial products capitalizing on its principles have already appeared in diverse market applications, due to the gradual ... En savoir plus

    Avant 234,96 € Après 211,23 €

  • Contemporary Holography

    par C. S. Narayanamurthy ...
    Collection series Multidisciplinary and Applied Optics
    This book is unique in covering most of the developments on optical holographic techniques since holography’s invention in 1947 by Dennis Gabor. Starting from conventional holography with photopolymer recording techniques to CCD(Charge Coupled Device)-based digital holography, this book covers the spectrum of contemporary holographic techniques. The first chapter deals with conventional ... En savoir plus

    65,26 €

  • High-Dimensional Statistics

    A Non-Asymptotic Viewpoint

    par Martin J. Wainwright ...
    Collection Livre 48 - Cambridge Series in Statistical and Probabilistic Mathematics
    Recent years have witnessed an explosion in the volume and variety of data collected in all scientific disciplines and industrial settings. Such massive data sets present a number of challenges to researchers in statistics and machine learning. This book provides a self-contained introduction to the area of high-dimensional statistics, aimed at the first-year graduate level. It includes chapters ... En savoir plus

    70,03 €

  • Machine Learning in Multimedia

    Unlocking the Power of Visual and Auditory Intelligence

    Modifié par Suman Kumar Swarnkar, Annu Sharma, J. Somasekar, Bharat Bhushan ...
    Collection series Innovations in Multimedia, Virtual Reality and Augmentation
    This book explores the interdisciplinary nature of machine learning in multimedia, highlighting its intersections with fields such as computer vision, natural language processing, and audio signal processing.Machine Learning in Multimedia: Unlocking the Power of Visual and Auditory Intelligence serves as a comprehensive guide to navigating this exciting terrain where artificial intelligence meets ... En savoir plus

    70,01 €

  • Intelligent Image and Video Interpretation: Algorithms and Applications

    Modifié par Jing Tian, Li Chen ...
    Due to increasing potential in real-world applications such as visual communications, computer assisted biomedical imaging, and video surveillance, image and video interpretations have become an area of growing interest. Intelligent Image and Video Interpretation: Algorithms and Applications covers all aspects of image and video analysis from low-level early visions to high-level recognition. This ... En savoir plus

    124,21 €

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  • Remote Sensing from Space

    Supporting International Peace and Security

    Modifié par Stefan Schneiderbauer, Martino Pesaresi, Gunter Zeug, Bhupendra Jasani ...
    David Stevens Space-based information, which includes earth observation data, is increasingly becoming an integral part of our lives. We have been relying for decades on data obtained from meteorological satellites for updates on the weather and to monitor weather-related natural disasters such as hurricanes. We now count on our personal satellite-based navigation systems to guide us to the ... En savoir plus

    129,77 €

  • Solving Mechanical Design Problems with Computer Graphics

    par Jerome Lange ...
    Collection series Mechanical Engineering
    This book acquaints the reader with interactive computer graphics and how they are being used in the analysis of mechanical design problems. It covers four mechanical design topics: the graphics model, mass properties, stress and strain, and kinematic and kinetic analysis. ... En savoir plus

    70,01 €

  • Introduction to Inverse Problems in Imaging

    par M. Bertero, P. Boccacci, Christine De Mol ...
    Fully updated throughout and with several new chapters, this second edition of***Introduction to Inverse Problems in Imaging*** guides advanced undergraduate and graduate students in physics, computer science, mathematics and engineering through the principles of linear inverse problems, in addition to methods of their approximate solution and their practical applications in imaging.This second ... En savoir plus

    64,07 €

  • Evolution and Applications of Quantum Computing

    Modifié par Sachi Nandan Mohanty, Rajanikanth Aluvalu, Sarita Mohanty ...
    EVOLUTION and APPLICATIONS of QUANTUM COMPUTINGThe book is about the Quantum Model replacing traditional computing’s classical model and gives a state-of-the-art technical overview of the current efforts to develop quantum computing and applications for Industry 4.0.A holistic approach to the revolutionary world of quantum computing is presented in this book, which reveals valuable insights into ... En savoir plus

    157,99 €

  • Visual Sensing and Ubiquitous Computing

    Modifié par Md Atiqur Rahman Ahad, Anton Nijholt, Md Abdus Samad Kamal, Björn Schuller, Matthew A. Turk ...
    Collection series Ubiquitous Computing, Healthcare and Well-being
    Visual Sensing and Ubiquitous Computing explores applied machine learning and deep learning in the field of sensing, vision and sensor-based applications. It includes a series of methodologies, exploration of new applications, presentations on relevant datasets, challenging applications, guidelines, ideas and future scopes.Edited by leading experts in these arenas, the book will be of great ... En savoir plus

    185,12 €

  • Rough Fuzzy Image Analysis

    Foundations and Methodologies

    Modifié par Sankar K. Pal, James F. Peters ...
    Collection series Chapman & Hall/CRC Mathematical and Computational Imaging Sciences Series
    Fuzzy sets, near sets, and rough sets are useful and important stepping stones in a variety of approaches to image analysis. These three types of sets and their various hybridizations provide powerful frameworks for image analysis. Emphasizing the utility of fuzzy, near, and rough sets in image analysis, Rough Fuzzy Image Analysis: Foundations and ... En savoir plus

    98,49 €

  • Artificial Intelligence and Machine Learning Techniques in Image Processing and Computer Vision

    Modifié par Karm Veer Arya, Ciro Rodriguez Rodriguez, Saurabh Singh, Abhishek Singhal ...
    This new volume provides in-depth and detailed knowledge about the latest research in image processing and computer vision techniques. Explaining the machine learning algorithms and models involved, the authors differentiate between the various algorithms available and how to choose which to use for the most precise results for a specific task involving certain constraints. The volume provides ... En savoir plus

    154,28 €

  • Conformal Geometry

    Computational Algorithms and Engineering Applications

    par Miao Jin, Xianfeng Gu, Ying He, Yalin Wang ...
    This book offers an essential overview of computational conformal geometry applied to fundamental problems in specific engineering fields. It introduces readers to conformal geometry theory and discusses implementation issues from an engineering perspective.The respective chapters explore fundamental problems in specific fields of application, and detail how computational conformal geometric ... En savoir plus

    120,50 €

  • Circular and Linear Regression

    Fitting Circles and Lines by Least Squares

    par Nikolai Chernov ...
    Collection series Chapman & Hall/CRC Monographs on Statistics and Applied Probability
    Find the right algorithm for your image processing applicationExploring the recent achievements that have occurred since the mid-1990s, Circular and Linear Regression: Fitting Circles and Lines by Least Squares explains how to use modern algorithms to fit geometric contours (circles and circular arcs) to observed data in image processing and comput ... En savoir plus

    64,07 €

  • Non-Linear Spectral Unmixing of Hyperspectral Data

    par Somdatta Chakravortty ...
    This book is based on satellite image processing, focusing on the potential of hyperspectral image processing (HIP) research with a case study-based approach. It covers the background, objectives, and practical issues related to HIP and substantiates the needs and potentials of said technology for discrimination of pure and mixed endmembers in pixels, including unsupervised target detection ... En savoir plus

    70,01 €

  • Multispectral Image Analysis Using the Object-Oriented Paradigm

    par Kumar Navulur ...
    Collection series Remote Sensing Applications Series
    Bringing a fresh new perspective to remote sensing, object-based image analysis is a paradigm shift from the traditional pixel-based approach. Featuring various practical examples to provide understanding of this new modus operandi, Multispectral Image Analysis Using the Object-Oriented Paradigm reviews the current image analysis methods and demonstrates advantages to improve information ... En savoir plus

    86,62 €

  • Nonlinear Signal and Image Processing

    Theory, Methods, and Applications

    Modifié par Kenneth E. Barner, Gonzalo R. Arce ...
    Collection series Electrical Engineering & Applied Signal Processing Series
    Nonlinear signal and image processing methods are fast emerging as an alternative to established linear methods for meeting the challenges of increasingly sophisticated applications. Advances in computing performance and nonlinear theory are making nonlinear techniques not only viable, but practical. This book details recent advances in nonl ... En savoir plus

    229,03 €

  • Distributed Computing Innovations for Business, Engineering, and Science

    Modifié par Alfred Waising Loo ...
    In recent years, distributed systems and computing applications continue to increase its approaches towards business, engineering, and science. Distributed Computing Innovations for Business, Engineering, and Science is a collection of widespread research providing relevant theoretical frameworks and research findings on the applications of distributed computing innovations to the business, ... En savoir plus

    148,31 €

  • A Sampler of Useful Computational Tools for Applied Geometry, Computer Graphics, and Image Processing

    Modifié par Daniel Cohen-Or, Chen Greif, Tao Ju, Niloy J. Mitra, Ariel Shamir, Olga Sorkine-Hornung, Hao (Richard) Zhang ...
    A Sampler of Useful Computational Tools for Applied Geometry, Computer Graphics, and Image Processing shows how to use a collection of mathematical techniques to solve important problems in applied mathematics and computer science areas. The book discusses fundamental tools in analytical geometry and linear algebra. It covers a wide range of topics ... En savoir plus

    64,07 €

  • New Directions in Behavioral Biometrics

    Modifié par Khalid Saeed ...
    Automatic biometrics recognition techniques are increasingly important in corporate and public security systems and have increased in methods due to rapid field development. This book discusses classic behavioral biometrics as well as collects the latest advances in techniques, theoretical approaches, and dynamic applications. This future-looking book is an important reference tool for researchers ... En savoir plus

    59,33 €