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Signal Processing for Computer Vision

2013-03-09 Technology & Engineering
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Release : 2013-03-09
Genre : Technology & Engineering
Kind : eBook
Book Rating : 776/5 ( reviews)

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Book Synopsis Signal Processing for Computer Vision by : Gösta H. Granlund

Download or read book Signal Processing for Computer Vision written by Gösta H. Granlund. This book was released on 2013-03-09. Available in PDF, EPUB and Kindle. Book excerpt: Signal Processing for Computer Vision is a unique and thorough treatment of the signal processing aspects of filters and operators for low-level computer vision. Computer vision has progressed considerably over recent years. From methods only applicable to simple images, it has developed to deal with increasingly complex scenes, volumes and time sequences. A substantial part of this book deals with the problem of designing models that can be used for several purposes within computer vision. These partial models have some general properties of invariance generation and generality in model generation. Signal Processing for Computer Vision is the first book to give a unified treatment of representation and filtering of higher order data, such as vectors and tensors in multidimensional space. Included is a systematic organisation for the implementation of complex models in a hierarchical modular structure and novel material on adaptive filtering using tensor data representation. Signal Processing for Computer Vision is intended for final year undergraduate and graduate students as well as engineers and researchers in the field of computer vision and image processing.

Academic Press Library in Signal Processing, Volume 6

2017-11-28 Technology & Engineering
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Release : 2017-11-28
Genre : Technology & Engineering
Kind : eBook
Book Rating : 004/5 ( reviews)

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Book Synopsis Academic Press Library in Signal Processing, Volume 6 by :

Download or read book Academic Press Library in Signal Processing, Volume 6 written by . This book was released on 2017-11-28. Available in PDF, EPUB and Kindle. Book excerpt: 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 invaluable starting point to the area through the insight and understanding that it provides. With this reference, readers will quickly grasp an unfamiliar area of research, understand the underlying principles of a topic, learn how a topic relates to other areas, and learn of research issues yet to be resolved. - Presents a quick tutorial of reviews of important and emerging topics of research - Explores core principles, technologies, algorithms and applications - Edited and contributed by international leading figures in the field - Includes comprehensive references to journal articles and other literature upon which to build further, more detailed knowledge

Recent Trends in Image and Signal Processing in Computer Vision

2020-03-04 Technology & Engineering
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Release : 2020-03-04
Genre : Technology & Engineering
Kind : eBook
Book Rating : 407/5 ( reviews)

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Book Synopsis Recent Trends in Image and Signal Processing in Computer Vision by : Shruti Jain

Download or read book Recent Trends in Image and Signal Processing in Computer Vision written by Shruti Jain. This book was released on 2020-03-04. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights recent advances and emerging technologies that utilize computational intelligence in signal processing, computing, imaging science, artificial intelligence, and their applications. It covers all branches of artificial intelligence and machine learning that are based on computation at some level, e.g. artificial neural networks, evolutionary algorithms, fuzzy systems, and automatic medical identification systems. Exploring recent trends in research and applications, the book offers a valuable resource for professors, researchers, and engineers alike.

Machine Learning in Signal Processing

2021-12-10 Technology & Engineering
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Release : 2021-12-10
Genre : Technology & Engineering
Kind : eBook
Book Rating : 814/5 ( reviews)

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Book Synopsis Machine Learning in Signal Processing by : Sudeep Tanwar

Download or read book Machine Learning in Signal Processing written by Sudeep Tanwar. This book was released on 2021-12-10. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning in Signal Processing: Applications, Challenges, and the Road Ahead offers a comprehensive approach toward research orientation for familiarizing signal processing (SP) concepts to machine learning (ML). ML, as the driving force of the wave of artificial intelligence (AI), provides powerful solutions to many real-world technical and scientific challenges. This book will present the most recent and exciting advances in signal processing for ML. The focus is on understanding the contributions of signal processing and ML, and its aim to solve some of the biggest challenges in AI and ML. FEATURES Focuses on addressing the missing connection between signal processing and ML Provides a one-stop guide reference for readers Oriented toward material and flow with regards to general introduction and technical aspects Comprehensively elaborates on the material with examples and diagrams This book is a complete resource designed exclusively for advanced undergraduate students, post-graduate students, research scholars, faculties, and academicians of computer science and engineering, computer science and applications, and electronics and telecommunication engineering.

Image and Signal Processing

2018-06-29 Computers
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Release : 2018-06-29
Genre : Computers
Kind : eBook
Book Rating : 115/5 ( reviews)

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Book Synopsis Image and Signal Processing by : Alamin Mansouri

Download or read book Image and Signal Processing written by Alamin Mansouri. This book was released on 2018-06-29. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Conference on Image and Signal Processing, ICISP 2018, held in Cherbourg, France, in July 2018. The 58 revised full papers were carefully reviewed and selected from 122 submissions. The contributions report on the latest developments in image and signal processing, video processing, computer vision, multimedia and computer graphics, and mathematical imaging and vision.

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