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portada Content Based Image Retrieval with Feedback Technique
Type
Physical Book
Author
Publisher
Language
English
Pages
76
Format
Paperback
Dimensions
22.9x15.2x0.5 cm
Weight
0.12 kg.
ISBN13
9786203840933
Categories

Content Based Image Retrieval with Feedback Technique

Ghanshyam Raghuwanshi (Author) · LAP Lambert Academic Publishing · Paperback

Content Based Image Retrieval with Feedback Technique - Raghuwanshi, Ghanshyam

New Book Imported to Taiwan
Delivery: 23 Sep - 01 Oct Shipping: 14 to 15 business days.
NT$ 1,564
NT$ 1,564

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Synopsis "Content Based Image Retrieval with Feedback Technique"

In this Book there is a proposition of the Novel Idea of Image Retrieval techniques with the help of Color Histogram, Texture, and Edge Histogram Descriptor. A combination of three feature extraction methods namely Color Histogram, texture, and edge histogram descriptor. There is a provision to add new features in future for better retrieval efficiency. The image properties analyzed in this work are by using computer vision and image processing algorithms. For color the histogram of images are computed, for texture co occurrence matrix based entropy, energy, etc, are calculated and for edge density it is Edge Histogram Descriptor (EHD) that is found. Color attributes like the mean value, the standard deviation, and the image bitmap of a color image are used as the features for retrieval. In addition, the entropy based on the gray level co-occurrence matrix and the edge histogram of an image is also considered as the texture features. Experimental results and comparisons demonstrate the feasibility of the proposed approach.

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