Discovering Visual Patterns in Image and Video Data

Name: Discovering Visual Patterns in Image and Video Data
Brand: VDM Verlag
SKU: 9783639307542
Price: 58.01 EUR
Availability: InStock

Concepts, Algorithms, Experiments

Autor: Junsong Yuan

Jazyk:

Väzba: Brožovaná

Vydavateľ: VDM Verlag

Dostupnosť: U vydavateľa na objednávku

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58.01 €

The recent advances in the image data capture, storage and communication technologies have brought a...

Informácie o knihe

Autor

Junsong Yuan

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2011

Stránok

156

EAN

9783639307542

ISBN

3639307542

Enbook ID

06837695

Vydavateľ

VDM Verlag

Hmotnosť

236

Rozmery

152 x 229 x 9

Kompletný popis

The recent advances in the image data capture, storage and communication technologies have brought a rapid growth of image and video contents. Image and video data mining, the process of extracting hidden patterns from image and video data, becomes an important and emerging task. Despite a lot of previous work, data mining techniques that are successful in mining text and transaction data cannot simply apply to image and video data that are much more complex. Due to the structure and content variations of the visual patterns, it is not a trivial task to discover meaningful patterns in images and videos. This book presents a systematic study on mining common visual patterns in image and video data. Several novel data mining methods are developed for the discovery of different types of common visual patterns, including common object discovery, semantically meaningful visual pattern discovery, and recurring video pattern mining. The difficulties of the structure and content variations for mining complex visual patterns are addressed and efficient algorithms are proposed.

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Discovering Visual Patterns in Image and Video Data

Concepts, Algorithms, Experiments

Informácie o knihe

Kompletný popis

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Zákazníci, ktorí si kúpili túto knihu, kúpili tiež