عنوان

Tensor voting :

شابک

1598291009

شابک

1598291017

شابک

9781598291001

شابک

9781598291018

شماره

b775012

عنوان اصلي

Tensor voting :

نام عام مواد

[Book]

ساير اطلاعات عنواني

a perceptual organization approach to computer vision and machine learning /

نام نخستين پديدآور

Philippos Mordohai and Gérard Medioni.

وضعيت ويراست

1st ed.

محل نشرو پخش و غیره

[San Rafael, Calif.] :

نام ناشر، پخش کننده و غيره

Morgan & Claypool Publishers,

تاریخ نشرو بخش و غیره

©2006.

نام خاص و کميت اثر

1 online resource (ix, 126 pages)

عنوان فروست

Synthesis lectures on image, video, and multimedia processing,

مشخصه جلد

#8

شاپا ي ISSN فروست

1559-8144 ;

متن يادداشت

Includes bibliographical references (pages 115-123).

متن يادداشت

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.

بدون عنوان

0

متن يادداشت

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.

شماره استاندارد بين المللي کتاب و موسيقي

1598291009

شماره استاندارد بين المللي کتاب و موسيقي

9781598291001

موضوع مستند نشده

Computer vision.

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

Three-dimensional imaging.

موضوع مستند نشده

Computer vision.

موضوع مستند نشده

COMPUTERS-- Computer Vision & Pattern Recognition.

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

Three-dimensional imaging.

موضوع مستند نشده

COM-- 016000

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Mordohai, Philippos.

مستند نام اشخاص تاييد نشده

Medioni, Gérard.

تاريخ عمليات

20201203072426.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y