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Bøger i Advances in Computer Vision and Pattern Recognition serien

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  • af Sébastien Marcel
    2.199,95 - 2.418,95 kr.

  • af Hongyan Liu, Ke Gu & Chengxu Zhou
    1.428,95 - 1.661,95 kr.

  • af Rui Fan
    1.560,95 kr.

    Discover the captivating world of computer vision and deep learning for autonomous driving with our comprehensive and in-depth guide. Immerse yourself in an in-depth exploration of cutting-edge topics, carefully crafted to engage tertiary students and ignite the curiosity of researchers and professionals in the field. From fundamental principles to practical applications, this comprehensive guide offers a gentle introduction, expert evaluations of state-of-the-art methods, and inspiring research directions. With a broad range of topics covered, it is also an invaluable resource for university programs offering computer vision and deep learning courses. This book provides clear and simplified algorithm descriptions, making it easy for beginners to understand the complex concepts. We also include carefully selected problems and examples to help reinforce your learning. Don't miss out on this essential guide to computer vision and deep learning for autonomous driving.

  • af Xin Wang, Wenwu Zhu, Peng Wang, mfl.
    856,95 - 1.209,95 kr.

    Visual Question Answering (VQA) usually combines visual inputs like image and video with a natural language question concerning the input and generates a natural language answer as the output. This is by nature a multi-disciplinary research problem, involving computer vision (CV), natural language processing (NLP), knowledge representation and reasoning (KR), etc.Further, VQA is an ambitious undertaking, as it must overcome the challenges of general image understanding and the question-answering task, as well as the difficulties entailed by using large-scale databases with mixed-quality inputs. However, with the advent of deep learning (DL) and driven by the existence of advanced techniques in both CV and NLP and the availability of relevant large-scale datasets, we have recently seen enormous strides in VQA, with more systems and promising results emerging.This book provides a comprehensive overview of VQA, covering fundamental theories, models, datasets, and promising future directions. Given its scope, it can be used as a textbook on computer vision and natural language processing, especially for researchers and students in the area of visual question answering. It also highlights the key models used in VQA.

  • af Rama Chellappa, Vishal M. Patel & Nalini K Ratha
    1.648,95 kr.

  • af Ian T. Nabney
    648,95 kr.

    This volume provides students, researchers and application developers with the knowledge and tools to get the most out of using neural networks and related data modelling techniques to solve pattern recognition problems. Each chapter covers a group of related pattern recognition techniques and includes a range of examples to show how these techniques can be applied to solve practical problems. Features of particular interest include:- A NETLAB toolbox which is freely available- Worked examples, demonstration programs and over 100 graded exercises- Cutting edge research made accessible for the first time in a highly usable form- Comprehensive coverage of visualisation methods, Bayesian techniques for neural networks and Gaussian ProcessesAlthough primarily a textbook for teaching undergraduate and postgraduate courses in pattern recognition and neural networks, this book will also be of interest to practitioners and researchers who can use the toolbox to develop application solutions and new models."...provides a unique collection of many of the most important pattern recognition algorithms. With its use of compact and easily modified MATLAB scripts, the book is ideally suited to both teaching and research."Christopher Bishop, Microsoft Research, Cambridge, UK"...a welcome addition to the literature on neural networks and how to train and use them to solve many of the statistical problems that occur in data analysis and data mining" Jack Cowan, Mathematics Department, University of Chicago, US"If you have a pattern recognition problem, you should consider NETLAB; if you use NETLAB you must have this book." Keith Worden, University of Sheffield, UK

  •  
    492,95 kr.

    This open access book provides the first comprehensive collection of studies dealing with the hot topic of digital face manipulation such as DeepFakes, Face Morphing, or Reenactment. Moreover, the book provides a good starting point for young researchers as well as a reference guide pointing at further literature.

  • - 40 Years of History of Active Lighting Techniques
    af Katsushi Ikeuchi, Yasuyuki Matsushita, Ryusuke Sagawa, mfl.
    1.540,95 kr.

    This book describes active illumination techniques in computer vision. The final part shows how such active illumination techniques can be applied to various domains, describing the issue to be overcome by active illumination techniques and the advantages of using these techniques.

  • - Principles and Applications
    af Luis Enrique Sucar
    492,95 - 719,95 kr.

  • - From DeepFakes to Morphing Attacks
     
    381,95 kr.

    This open access book provides the first comprehensive collection of studies dealing with the hot topic of digital face manipulation such as DeepFakes, Face Morphing, or Reenactment. Moreover, the book provides a good starting point for young researchers as well as a reference guide pointing at further literature.

  •  
    381,95 kr.

  •  
    1.978,95 kr.

    This book focuses on the fundamentals and recent advances in RGB-D imaging as well as covering a range of RGB-D applications. The addition of depth data to regular RGB images vastly increases the range of applications, and has resulted in a demand for robust and real-time processing of RGB-D data.

  • - Advances and Challenges
     
    987,95 kr.

  •  
    1.428,95 kr.

    This book reviews the state of the art in deep learning approaches to high-performance robust disease detection, robust and accurate organ segmentation in medical image computing (radiological and pathological imaging modalities), and the construction and mining of large-scale radiology databases.

  •  
    1.319,95 kr.

    The book covers both theoretical analysis and real-world applications, highlighting the importance of deepening interdisciplinary skills, and as such will be of interest to both academic researchers and practitioners from the computer vision and mathematical 3D modeling communities, as well as engineers involved in 3D printing.

  •  
    494,95 kr.

    This open access handbook provides the first comprehensive overview of biometrics exploiting the shape of human blood vessels for biometric recognition, i.e. vascular biometrics, including finger vein recognition, hand/palm vein recognition, retina recognition, and sclera recognition.

  • - Fundamentals, Open Challenges and New Trends
     
    818,95 kr.

  • - Advances in Machine Learning and Signal Processing
     
    1.317,95 kr.

    This book reviews the state of the art in algorithmic approaches addressing the practical challenges that arise with hyperspectral image analysis tasks, with a focus on emerging trends in machine learning and image processing/understanding.

  • - From Theory to Applications
    af Gernot A. Fink
    499,95 - 799,95 kr.

    This book places the formalism of Markov chain and hidden Markov models at the very center of its examination of current pattern recognition systems, demonstrating how the models can be used in a range of different applications.

  • af Seong G. Kong & Yi Chen
    447,95 - 613,95 kr.

    This book introduces the optical multi-band polarization imaging theory and the utilization of the multi-band polarimetric information for detecting the camouflage object and the optical hidden marker, and enhancing the visibility in bad weather and water.

  • - Ill-Posed Problems and Regularization
    af Mongi A. Abidi, Andrei V. Gribok & Joonki Paik
    1.062,95 - 1.153,95 kr.

    This book presents practical optimization techniques used in image processing and computer vision problems. Ill-posed problems are introduced and used as examples to show how each type of problem is related to typical image processing and computer vision problems.

  • - Geometric Analysis and Implementation
    af Kenichi Kanatani, Yasuyuki Sugaya & Yasushi Kanazawa
    412,95 - 647,95 kr.

    Unlike other computer vision textbooks, this guide takes a unique approach in which the initial focus is on practical application and the procedures necessary to actually build a computer vision system.

  • - Similarity-based Learning Approaches
    af Radu Tudor Ionescu & Marius Popescu
    817,95 - 1.125,95 kr.

    This ground-breaking text/reference divergesfrom the traditional view that computer vision (for image analysis) and stringprocessing (for text mining) are separate and unrelated fields of study,propounding that images and text can be treated in a similar manner for thepurposes of information retrieval, extraction and classification.

  • - Approximation Algorithms and Applications
    af Kaspar Riesen
    1.028,95 - 1.195,95 kr.

    This unique text/reference presents a thorough introduction to the field of structural pattern recognition, with a particular focus on graph edit distance (GED). illustrates how the quadratic assignment problem of GED can be reduced to a linear sum assignment problem;

  • - Theory, Algorithms and Applications
    af Hong Cheng
    812,95 - 827,95 kr.

    This unique text/reference presents a comprehensive review of the state of the art in sparse representations, modeling and learning. covers feature representation and learning, sparsity induced similarity, and sparse representation and learning-based classifiers;

  • - Methods and Algorithms
    af Klaus D. Toennies
    497,95 - 721,95 kr.

    Practical in approach, this book describes a range of common imaging techniques, reconstruction techniques and image artifacts, reviews image enhancement methods, discusses image transfer and archiving, and includes exercises and a glossary of abbreviations.

  • - Cognitive Analysis of Brain and Carotid Artery Images
    af Marek R. Ogiela & Tomasz Hachaj
    467,95 - 818,95 kr.

    This unique text/reference highlights a selection of practical applications of advanced image analysis methods for medical images. The text also presents significant problems related to new approaches and paradigms in image understanding and semantic image analysis.

  • - Principles and Applications
    af Luis Enrique Sucar
    422,95 kr.

    These applications are drawn from a broad range of disciplines, highlighting the many uses of Bayesian classifiers, hidden Markov models, Bayesian networks, dynamic and temporal Bayesian networks, Markov random fields, influence diagrams, and Markov decision processes.

  • - A Machine Learning Perspective
    af T. Ravindra Babu, M. Narasimha Murty & S. V. Subrahmanya
    777,95 - 854,95 kr.

    This book addresses the challenges of data abstraction generation using the least number of database scans, compressing data through novel lossy and non-lossy schemes, and carrying out clustering and classification directly in the compressed domain.

  • af Shivakumara Palaiahnakote, Chew Lim Tan, Wenyin Liu & mfl.
    452,95 - 613,95 kr.

    Opening with a discussion of the underlying theory and a brief history of video text detection, the text proceeds to cover pre-processing and post-processing techniques, character segmentation and recognition, identification of non-English scripts, techniques for multi-modal analysis and performance evaluation.

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