Filtering Segmentation And Depth

Author: Mark Nitzberg
Editor: Boom Koninklijke Uitgevers
ISBN: 9783540564843
File Size: 49,79 MB
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Computer vision seeks a process that starts with a noisy, ambiguous signal from a TV camera and ends with a high-level description of discrete objects located in 3-dimensional space and identified in a human classification. This book addresses the process at several levels. First to be treated are the low-level image-processing issues of noise removaland smoothing while preserving important lines and singularities in an image. At a slightly higher level, a robust contour tracing algorithm is described that produces a cartoon of the important lines in the image. Thirdis the high-level task of reconstructing the geometry of objects in the scene. The book has two aims: to give the computer vision community a new approach to early visual processing, in the form of image segmentation that incorporates occlusion at a low level, and to introduce real computer algorithms that do a better job than what most vision programmers use currently. The algorithms are: - a nonlinear filter that reduces noise and enhances edges, - an edge detector that also finds corners and produces smoothed contours rather than bitmaps, - an algorithm for filling gaps in contours.
Filtering, Segmentation and Depth
Language: en
Pages: 143
Authors: Mark Nitzberg, David Mumford, T. Shiota, Takahiro Shiota
Categories: Computers
Type: BOOK - Published: 1993-03-30 - Publisher: Boom Koninklijke Uitgevers

Computer vision seeks a process that starts with a noisy, ambiguous signal from a TV camera and ends with a high-level description of discrete objects located in 3-dimensional space and identified in a human classification. This book addresses the process at several levels. First to be treated are the low-level
Filtering, Segmentation, and Depth
Language: en
Pages: 143
Authors: Mark Nitzberg
Categories: Computer vision
Type: BOOK - Published: 1993 - Publisher:

"Computer vision seeks a process that starts with a noisy, ambiguous signal from a TV camera and ends with a high-level description of discrete objects located in 3-dimensional space and identified in a human classification. This book addresses the process at several levels. First to be treated are the low-level
Filtering, Segmentation and Depth
Language: en
Pages: 152
Authors: Mark Nitzberg, David Mumford, Takahiro Shiota
Categories: Computers
Type: BOOK - Published: 2014-03-12 - Publisher: Springer

Computer vision seeks a process that starts with a noisy, ambiguous signal from a TV camera and ends with a high-level description of discrete objects located in 3-dimensional space and identified in a human classification. This book addresses the process at several levels. First to be treated are the low-level
Monocular Depth Estimation for Image Segmentation and Filtering
Language: en
Pages:
Authors: Maria Dimiccoli, Universitat Polit├Ęcnica de Catalunya. Departament de Teoria del Senyal i Comunicacions
Categories: Computers
Type: BOOK - Published: 2009 - Publisher:

Books about Monocular Depth Estimation for Image Segmentation and Filtering
Advances in Image and Video Segmentation
Language: en
Pages: 472
Authors: Zhang, Yu-Jin
Categories: Technology & Engineering
Type: BOOK - Published: 2006-05-31 - Publisher: IGI Global

"This book attempts to bring together a selection of the latest results of state-of-the art research in image and video segmentation, one of the most critical tasks of image and video analysis that has the objective of extracting information (represented by data) from an image or a sequence of images