LIBROS DEL AUTOR: jyotismita chaki

7 resultados para LIBROS DEL AUTOR: jyotismita chaki

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  • The Art of Deep Learning Image Augmentation
    Jyotismita Chaki
    This book addresses the critical challenge of limited training data in deep learning for computer vision by exploring and evaluating various image augmentation techniques, with a particular emphasis on deep learning-based methods. Chapter 1 establishes the core problem of data scarcity, outlining its negative impacts on model performance, and introduces traditional image augmen...
    Disponible

    72,40 €

  • Diagnosis of Neurological Disorders Based on Deep Learning Techniques
    Jyotismita Chaki
    This book is based on deep learning approaches used for the diagnosis of neurological disorders, including basics of deep learning algorithms using diagrams, data tables, and practical examples, for diagnosis of neurodegenerative and neurodevelopmental disorders. ...
    Disponible

    107,12 €

  • Handling Uncertainty in Artificial Intelligence
    Jyotismita Chaki
    This book demonstrates different methods (as well as real-life examples) of handling uncertainty like probability and Bayesian theory, Dempster-Shafer theory, certainty factor and evidential reasoning, fuzzy logic-based approach, utility theory and expected utility theory. At the end, highlights will be on the use of these methods which can help to make decisions under uncertai...
    Disponible

    48,67 €

  • A Beginner’s Guide to Image Shape Feature Extraction Techniques
    Jyotismita Chaki / Nilanjan Dey
    This book emphasizes various image shape feature extraction methods which are necessary for image shape recognition and classification. Focussing on a shape feature extraction technique used in content-based image retrieval (CBIR), it explains different applications of image shape features in the field of content-based image retrieval. ...
    Disponible

    83,20 €

  • A Beginner’s Guide to Image Preprocessing Techniques
    Jyotismita Chaki / Nilanjan Dey
    This book emphasizes various image pre-processing methods which are necessary for early extraction of features from the image, leading to improved detection of local and global features. Different approaches for image enrichments and improvements are included that affect feature analysis, depending on how the procedures are employed.. ...
    Disponible

    92,81 €

  • Artificial Intelligence for Coronavirus Outbreak
    Jyotismita Chaki / Nilanjan Dey / Simon James Fong
    This book examines how the wonders of AI have contributed to the battle against COVID-19. Just as history repeats itself, so do epidemics and pandemics. In the face of the novel coronavirus disease, COVID-19, the book explores whether, in this digital era where artificial intelligence is successfully applied in all areas of industry, we are doing any better than our ancestors d...
    Disponible

    80,26 €

  • Texture Feature Extraction Techniques for Image Recognition
    Jyotismita Chaki / Nilanjan Dey
    The book describes various texture feature extraction approaches and texture analysis applications. It introduces and discusses the importance of texture features, and describes various types of texture features like statistical, structural, signal-processed and model-based. It also covers applications related to texture features, such as facial imaging. It is a valuable resour...
    Disponible

    74,20 €