Share

Tensors in Image Processing and Computer Vision

2009-05-21 Computers
Download Tensors in Image Processing and Computer Vision PDF Online Free

Author :
Release : 2009-05-21
Genre : Computers
Kind : eBook
Book Rating : 995/5 ( reviews)

GET EBOOK


Book Synopsis Tensors in Image Processing and Computer Vision by : Santiago Aja-Fernández

Download or read book Tensors in Image Processing and Computer Vision written by Santiago Aja-Fernández. This book was released on 2009-05-21. Available in PDF, EPUB and Kindle. Book excerpt: Tensor signal processing is an emerging field with important applications to computer vision and image processing. This book presents the state of the art in this new branch of signal processing, offering a great deal of research and discussions by leading experts in the area. The wide-ranging volume offers an overview into cutting-edge research into the newest tensor processing techniques and their application to different domains related to computer vision and image processing. This comprehensive text will prove to be an invaluable reference and resource for researchers, practitioners and advanced students working in the area of computer vision and image processing.

Tensor Voting

2022-06-01 Technology & Engineering
Download Tensor Voting PDF Online Free

Author :
Release : 2022-06-01
Genre : Technology & Engineering
Kind : eBook
Book Rating : 424/5 ( reviews)

GET EBOOK


Book Synopsis Tensor Voting by : Philippos Mordohai

Download or read book Tensor Voting written by Philippos Mordohai. This book was released on 2022-06-01. Available in PDF, EPUB and Kindle. Book excerpt: This lecture presents research on a general framework for perceptual organization that was conducted mainly at the Institute for Robotics and Intelligent Systems of the University of Southern California. It is not written as a historical recount of the work, since the sequence of the presentation is not in chronological order. It aims at presenting an approach to a wide range of problems in computer vision and machine learning that is data-driven, local and requires a minimal number of assumptions. The tensor voting framework combines these properties and provides a unified perceptual organization methodology applicable in situations that may seem heterogeneous initially. We show how several problems can be posed as the organization of the inputs into salient perceptual structures, which are inferred via tensor voting. The work presented here extends the original tensor voting framework with the addition of boundary inference capabilities; a novel re-formulation of the framework applicable to high-dimensional spaces and the development of algorithms for computer vision and machine learning problems. We show complete analysis for some problems, while we briefly outline our approach for other applications and provide pointers to relevant sources.

Tensor Voting

2007 Computers
Download Tensor Voting PDF Online Free

Author :
Release : 2007
Genre : Computers
Kind : eBook
Book Rating : 009/5 ( reviews)

GET EBOOK


Book Synopsis Tensor Voting by : Philippos Mordohai

Download or read book Tensor Voting written by Philippos Mordohai. This book was released on 2007. Available in PDF, EPUB and Kindle. Book excerpt: Introduction -- Tensor voting -- Stereo vision from a perceptual organization perspective -- Tensor voting in ND -- Dimensionality estimation manifold learning and function approximation -- Boundary inference -- Figure completion -- Conclusions -- References.

Signal Processing for Computer Vision

2013-03-09 Technology & Engineering
Download Signal Processing for Computer Vision PDF Online Free

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

GET EBOOK


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.

Vision with Direction

2006-02-09 Computers
Download Vision with Direction PDF Online Free

Author :
Release : 2006-02-09
Genre : Computers
Kind : eBook
Book Rating : 220/5 ( reviews)

GET EBOOK


Book Synopsis Vision with Direction by : Josef Bigun

Download or read book Vision with Direction written by Josef Bigun. This book was released on 2006-02-09. Available in PDF, EPUB and Kindle. Book excerpt: Image analysis is a computational feat which humans show excellence in, in comp- ison with computers. Yet the list of applications that rely on automatic processing of images has been growing at a fast pace. Biometric authentication by face, ?ngerprint, and iris, online character recognition in cell phones as well as drug design tools are but a few of its benefactors appearing on the headlines. This is, of course, facilitated by the valuable output of the resarch community in the past 30 years. The pattern recognition and computer vision communities that study image analysis have large conferences, which regularly draw 1000 parti- pants. In a way this is not surprising, because much of the human-speci?c activities critically rely on intelligent use of vision. If routine parts of these activities can be automated, much is to be gained in comfort and sustainable development. The - search ?eld could equally be called visualintelligence because it concerns nearly all activities of awake humans. Humans use or rely on pictures or pictorial languages to represent, analyze, and develop abstract metaphors related to nearly every aspect of thinking and behaving, be it science, mathematics, philosopy, religion, music, or emotions. The present volume is an introductory textbook on signal analysis of visual c- putation for senior-level undergraduates or for graduate students in science and - gineering. My modest goal has been to present the frequently used techniques to analyze images in a common framework–directional image processing.

You may also like...