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  • Pattern Recognition

    27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part I

    Collections Livre 1 - Springer Nature Proceedings Computer Science
    The multi-volume set of LNCS books with volume numbers 15301-15333 constitutes the refereed proceedings of the 27th International Conference on Pattern Recognition, ICPR 2024, held in Kolkata, India, during December 1–5, 2024.The 963 papers presented in these proceedings were carefully reviewed and selected from a total of 2106 submissions. They deal with topics such as Pattern Recognition; ... En savoir plus

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  • Computer Vision – ACCV 2022

    16th Asian Conference on Computer Vision, Macao, China, December 4–8, 2022, Proceedings, Part I

    Collections Livre 1 - Springer Nature Proceedings Computer Science
    The 7-volume set of LNCS 13841-13847 constitutes the proceedings of the 16th Asian Conference on Computer Vision, ACCV 2022, held in Macao, China, December 2022.The total of 277 contributions included in the proceedings set was carefully reviewed and selected from 836 submissions during two rounds of reviewing and improvement. The papers focus on the following topics:Part I: 3D computer vision; ... En savoir plus

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  • Pattern Recognition

    27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part II

    Collections Livre 2 - Springer Nature Proceedings Computer Science
    The multi-volume set of LNCS books with volume numbers 15301-15333 constitutes the refereed proceedings of the 27th International Conference on Pattern Recognition, ICPR 2024, held in Kolkata, India, during December 1–5, 2024.The 963 papers presented in these proceedings were carefully reviewed and selected from a total of 2106 submissions. They deal with topics such as Pattern Recognition; ... En savoir plus

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  • Can We Trust AI?

    par Rama Chellappa ...
    Collections series Johns Hopkins Wavelengths
    Artificial intelligence is part of our daily lives. How can we address its limitations and guide its use for the benefit of communities worldwide?Artificial intelligence (AI) has evolved from an experimental computer algorithm used by academic researchers to a commercially reliable method of sifting through large sets of data that detect patterns not readily apparent through more rudimentary ... En savoir plus

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  • Meta Learning With Medical Imaging and Health Informatics Applications

    Collections series The MICCAI Society book Series
    Meta-Learning, or learning to learn, has become increasingly popular in recent years. Instead of building AI systems from scratch for each machine learning task, Meta-Learning constructs computational mechanisms to systematically and efficiently adapt to new tasks. The meta-learning paradigm has great potential to address deep neural networks' fundamental challenges such as intensive data ... En savoir plus

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  • Deep Learning-Based Face Analytics

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    This book provides an overview of different deep learning-based methods for face recognition and related problems. Specifically, the authors present methods based on autoencoders, restricted Boltzmann machines, and deep convolutional neural networks for face detection, localization, tracking, recognition, etc. The authors also discuss merits and drawbacks of available approaches and identifies ... En savoir plus

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  • Academic Press Library in Signal Processing

    Signal Processing Theory and Machine Learning

    Collections Livre 1 - Academic Press Library in Signal Processing
    This first volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in machine learning and advanced signal processing theory. With this reference source you will: - Quickly grasp a new area of research - Understand the underlying principles of a topic and its application - Ascertain ... En savoir plus

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  • Pattern Recognition

    27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part III

    Collections Livre 3 - Springer Nature Proceedings Computer Science
    The multi-volume set of LNCS books with volume numbers 15301-15333 constitutes the refereed proceedings of the 27th International Conference on Pattern Recognition, ICPR 2024, held in Kolkata, India, during December 1–5, 2024.The 963 papers presented in these proceedings were carefully reviewed and selected from a total of 2106 submissions. They deal with topics such as Pattern Recognition; ... En savoir plus

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  • Motion Deblurring

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    Modifié par A. N. Rajagopalan, Rama Chellappa ...
    A comprehensive guide to restoring images degraded by motion blur, bridging the traditional approaches and emerging computational photography-based techniques, and bringing together a wide range of methods emerging from basic theory as well as cutting-edge research. It encompasses both algorithms and architectures, providing detailed coverage of practical techniques by leading researchers. From an ... En savoir plus

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  • Academic Press Library in Signal Processing, Volume 6

    Image and Video Processing and Analysis and Computer Vision

    Academic Press Library in Signal Processing, Volume 6: Image and Video Processing and Analysis and Computer Vision is aimed at university researchers, post graduate students and R&D engineers in the industry, providing a tutorial-based, comprehensive review of key topics and technologies of research in both image and video processing and analysis and computer vision. The book provides an ... En savoir plus

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  • Sparse Representations and Compressive Sensing for Imaging and Vision

    Collections series Engineering (R0)
    Compressed sensing or compressive sensing is a new concept in signal processing where one measures a small number of non-adaptive linear combinations of the signal. These measurements are usually much smaller than the number of samples that define the signal. From these small numbers of measurements, the signal is then reconstructed by non-linear procedure. Compressed sensing has recently emerged ... En savoir plus

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  • Face Processing: Advanced Modeling and Methods

    Modifié par Wenyi Zhao, Rama Chellappa ...
    Major strides have been made in face processing in the last ten years due to the fast growing need for security in various locations around the globe. A human eye can discern the details of a specific face with relative ease. It is this level of detail that researchers are striving to create with ever evolving computer technologies that will become our perfect mechanical eyes. The difficulty that ... En savoir plus

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