Stochastic Algorithms for Visual Tracking

Name: Stochastic Algorithms for Visual Tracking
Brand: Springer London Ltd
SKU: 9781447111764
Price: 105.43 EUR
Availability: InStock

Probabilistic Modelling and Stochastic Algorithms for Visual Localisation and Tracking

Автор: John MacCormick

Език:

Корици: С меки корици

Издател: Springer London Ltd

Наличност: Външен склад

Изпращаме след 5-8 дни

105.43 € 206.21 лв

A central problem in computer vision is to track objects as they move and deform in a video sequence...

Информация за книгата

Автор

John MacCormick

Език

Английски език

Корици

Книга - С меки корици

Издадена

2011

страници

174

EAN

9781447111764

ISBN

1447111761

Enbook ID

06794615

Издател

Springer London Ltd

Теглоt

295

Размери

155 x 235 x 11

Пълно описание

A central problem in computer vision is to track objects as they move and deform in a video sequence. Stochastic algorithms -- in particular, particle filters and the Condensation algorithm -- have dramatically enhanced the state of the art for such visual tracking problems in recent years. This book presents a unified framework for visual tracking using particle filters, including the new technique of partitioned sampling which can alleviate the "curse of dimensionality" suffered by standard particle filters. The book also introduces the notion of contour likelihood: a collection of models for assessing object shape, colour and motion, which are derived from the statistical properties of image features. Because of their statistical nature, contour likelihoods are ideal for use in stochastic algorithms. A unifying theme of the book is the use of statistics and probability, which enable the final output of the algorithms presented to be interpreted as the computer's "belief" about the state of the world. The book will be of use and interest to students, researchers and practitioners in computer vision, and assumes only an elementary knowledge of probability theory.

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Stochastic Algorithms for Visual Tracking

Probabilistic Modelling and Stochastic Algorithms for Visual Localisation and Tracking

Информация за книгата

Пълно описание

Може също да ви хареса

Cornered

Race and Ethnicity in the 21st Century

Mars' Magnetism and Its Interaction with the Solar Wind

Healing Yourself Understanding How Your Mind Can Heal Your Body

Dynasties Within Uncensored, CNA's Please Engage Your Panic Button

To the Moon via the Beach

Boundary Stelae Of Akhentaten

Lucky Hans and Other Merz Fairy Tales

Cryptic Rite Treasurer Cash Book

Proceedings of the 3rd International Colloquium on Sports Science, Exercise, Engineering and Technology

Kill It by Skillet: A Kitchen Shop Mystery

Клиенти, които купиха тази книга, купиха също

Le Centenaire de Quiberon, 27 Juin-26 Aout 1795: Souvenir Et Enseignement

Puzzle 1000 muzeum Bruegel The fall of the Rebel Angels 39662

Sabur

BROCKHAUSEN Malbuch Bd. 6 - Das große Weitermalbuch: Osterhasen

LA CONSTRUCCIÓN DE LA IDENTIDAD EN TIEMPOS DE CRISIS

Aleksandr S. Puskin

Internal Branding