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  • Compressed Sensing with Side Information on the Feasible Region

    Series series Engineering (R0)
    This book discusses compressive sensing in the presence of side information. Compressive sensing is an emerging technique for efficiently acquiring and reconstructing a signal. Interesting instances of Compressive Sensing (CS) can occur when, apart from sparsity, side information is available about the source signals. The side information can be about the source structure, distribution, etc. Such ... Leer más

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  • Low-Rank and Sparse Modeling for Visual Analysis

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    This book provides a view of low-rank and sparse computing, especially approximation, recovery, representation, scaling, coding, embedding and learning among unconstrained visual data. The book includes chapters covering multiple emerging topics in this new field. It links multiple popular research fields in Human-Centered Computing, Social Media, Image Classification, Pattern Recognition, ... Leer más

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  • Image Processing using Pulse-Coupled Neural Networks

    Applications in Python

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    Image processing algorithms based on the mammalian visual cortex are powerful tools for extraction information and manipulating images. This book reviews the neural theory and translates them into digital models. Applications are given in areas of image recognition, foveation, image fusion and information extraction.The third edition reflects renewed international interest in pulse image ... Leer más

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  • Image Feature Detectors and Descriptors

    Foundations and Applications

    Series series Engineering (R0)
    This book provides readers with a selection of high-quality chapters that cover both theoretical concepts and practical applications of image feature detectors and descriptors. It serves as reference for researchers and practitioners by featuring survey chapters and research contributions on image feature detectors and descriptors. Additionally, it emphasizes several keywords in both theoretical ... Leer más

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  • Ear Biometrics in 2D and 3D

    Localization and Recognition

    Series series Engineering (R0)
    This book presents the state-of-the-art techniques and recent research progress on Ear Biometrics. Among the various physiological traits, the reasons for the ear to gain much attention in recent years are many folds. It has been found to be a reliable biometrics for human verification and identification. Ears are remarkably consistent and unlike face, it does not change shape with different ... Leer más

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  • Super-Resolved Imaging

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    Edición de Zeev Zalevsky ...
    Series series Physics and Astronomy (R0)
    In this brief we review several approaches that provide super resolved imaging, overcoming the geometrical limitation of the detector as well as the diffraction effects set by the F number of the imaging lens. In order to obtain the super resolved enhancement, we use spatially non-uniform and/or random transmission structures to encode the image or the aperture planes. The desired resolution ... Leer más

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  • Human Activity Recognition and Prediction

    Edición de Yun Fu ...
    Series series Engineering (R0)
    This book provides a unique view of human activity recognition, especially fine-grained human activity structure learning, human-interaction recognition, RGB-D data based action recognition, temporal decomposition, and causality learning in unconstrained human activity videos. The techniques discussed give readers tools that provide a significant improvement over existing methodologies of video ... Leer más

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  • Principal Component Analysis Networks and Algorithms

    Series series Engineering (R0)
    This book not only provides a comprehensive introduction to neural-based PCA methods in control science, but also presents many novel PCA algorithms and their extensions and generalizations, e.g., dual purpose, coupled PCA, GED, neural based SVD algorithms, etc. It also discusses in detail various analysis methods for the convergence, stabilizing, self-stabilizing property of algorithms, and ... Leer más

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  • Time-of-Flight and Structured Light Depth Cameras

    Technology and Applications

    Series series Computer Science (R0)
    This book provides a comprehensive overview of the key technologies and applications related to new cameras that have brought 3D data acquisition to the mass market. It covers both the theoretical principles behind the acquisition devices and the practical implementation aspects of the computer vision algorithms needed for the various applications. Real data examples are used in order to show the ... Leer más

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  • Proceedings of International Conference on Computer Vision and Image Processing

    CVIP 2016, Volume 2

    Series series Springer Nature Proceedings excluding Computer Science
    This edited volume contains technical contributions in the field of computer vision and image processing presented at the First International Conference on Computer Vision and Image Processing (CVIP 2016). The contributions are thematically divided based on their relation to operations at the lower, middle and higher levels of vision systems, and their applications.The technical contributions in ... Leer más

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  • Applied Sciences in Graphic Communication and Packaging

    Proceedings of 2017 49th Conference of the International Circle of Educational Institutes for Graphic Arts Technology and Management & 8th China Academic Conference on Printing and Packaging

    Series series Springer Nature Proceedings excluding Computer Science
    This book includes a selection of reviewed papers presented at the 49th Conference of the International Circle of Educational Institutes for Graphic Arts Technology and Management & 8th China Academic Conference on Printing and Packaging, which was held on May 14-16, 2017 in Beijing, China. The conference was jointly organized by the Beijing Institute of Graphic Communication, China Academy of ... Leer más

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  • Signal and Image Processing for Biometrics

    Series series Engineering (R0)
    This volume offers a guide to the state of the art in the fast evolving field of biometric recognition to newcomers and experienced practitioners. It is focused on the emerging strategies to perform biometric recognition under uncontrolled data acquisition conditions. The mainstream research work in this field is presented in an organized manner, so the reader can easily follow the trends that ... Leer más

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