Cbir Scheme Using New Features of Color and Texture

Name: Cbir Scheme Using New Features of Color and Texture
Brand: Scholars' Press
SKU: 9783639707342
Price: 20538 HUF
Availability: InStock

Szerző: Babu Rao Markapudi

Nyelv:

Kötés: Puha kötésű

Kiadó: Scholars' Press

Elérhetőség: Beszállítói készleten

Küldés 8-11 napon belül

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Content Based Image Retrieval is a process of retrieving images from database using low level featur...

Információk a könyvről

Szerző

Babu Rao Markapudi

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2014

oldal

112

EAN

9783639707342

ISBN

3639707346

Enbook ID

07005748

Kiadó

Scholars' Press

Súly

177

Méretek

152 x 229 x 7

Teljes leírás

Content Based Image Retrieval is a process of retrieving images from database using low level features. These low level features are color, texture, shape and spatial information. Two main features of the visual information are color and texture, since in most of the images relation between color and texture is very critical. There are several image retrieval schemes which employed many features with high feature vector dimension. However, they have achieved low precision. Here a new image retrieval scheme is proposed using color and texture features to achieve high precision by maintaining the low feature vector dimension. Color is represented by a new descriptor called Dominant Codebook (DC) and the texture is represented by Scan Pattern Co-occurrence Matrix (SPCM) and Scan Pattern Internal Pixel Difference (SPIPD). The DC describes the set of codewords and their percentages in the image. SPCM calculates the co-occurring probabilities of scan pattern between a pixel and its adjacent pixel in the image. SPIPD calculates the pixel difference with in the scan pattern. The color and texture features are combined to improve the retrieval performance.

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Cbir Scheme Using New Features of Color and Texture

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