Raj Alex Noel Joseph, Mahesh Vijayalakshmi G. V., Nersisson Ruban Handbook of Research on Deep Learning-Based Image Analysis Under Constrained and Unconstrained Environments 9781799866909

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Автор: Raj Alex Noel Joseph, Mahesh Vijayalakshmi G. V., Nersisson Ruban
Название: Handbook of Research on Deep Learning-Based Image Analysis Under Constrained and Unconstrained Environments
ISBN: 9781799866909
Издательство: Mare Nostrum (Eurospan)
Классификация:

Системы и технологии визуализации

ISBN-10: 1799866904
Обложка/Формат: Hardcover
Страницы: 408
Вес: 1.23 кг.
Дата издания: 01.12.2020
Язык: English
Размер: 27.94 x 21.59 x 2.39 cm
Читательская аудитория: Tertiary education (us: college)
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Поставляется из: Англии
Описание: Recent advancements in imaging techniques and image analysis has broadened the horizons for their applications in various domains. Image analysis has become an influential technique in medical image analysis, optical character recognition, geology, remote sensing, and more. However, analysis of images under constrained and unconstrained environments require efficient representation of the data and complex models for accurate interpretation and classification of data. Deep learning methods, with their hierarchical/multilayered architecture, allow the systems to learn complex mathematical models to provide improved performance in the required task. The Handbook of Research on Deep Learning-Based Image Analysis Under Constrained and Unconstrained Environments provides a critical examination of the latest advancements, developments, methods, systems, futuristic approaches, and algorithms for image analysis and addresses its challenges. Highlighting concepts, methods, and tools including convolutional neural networks, edge enhancement, image segmentation, machine learning, and image processing, the book is an essential and comprehensive reference work for engineers, academicians, researchers, and students.

Handbook of Research on Deep Learning-Based Image Analysis Under Constrained and Unconstrained Environments, Raj Alex Noel Joseph, Mahesh Vijayalakshmi G. V., Nersisson Ruban