Discovering Visual Patterns in Image and Video Data

Name: Discovering Visual Patterns in Image and Video Data
Brand: VDM Verlag
SKU: 9783639307542
Price: 304.15 RON
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Concepts, Algorithms, Experiments

Autor: Junsong Yuan

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Editura: VDM Verlag

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

Informații despre carte

Autor

Junsong Yuan

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2011

Pagini

156

EAN

9783639307542

ISBN

3639307542

Enbook ID

06837695

Editura

VDM Verlag

Greutate

236

Dimensiuni

152 x 229 x 9

Descriere completă

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

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Descriere completă

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