Study on Image Retrieval based on Image Texture and Color Statistical Projection

Published: 13 Jul 2016 | Version 1 | DOI: 10.17632/55b7ywy2sn.1
Contributor(s):
  • Bing Tang,
    Agricultural and Biological Sciences
    Chinese Academy of Tropical Agricultural Sciences
    Corresponding author
  • Xiaofei Zheng
    Agricultural and Biological Sciences
    Chinese Academy of Tropical Agricultural Sciences
    First and Main author

Description of this data

This article presents an image texture and hue statistical projection based retrieval. First the image is converted to HSI color model, the gray value of the image extraction, and Robert algorithm to extract the texture, then the image is divided into blocks and extracts the main color block, the main color image blocks are respectively projected in the horizontal and vertical direction of 2, get 2 projection histogram, the 2 projection histograms of the first three order center extraction distance and Robert algorithm as the features of texture, image similarity calculation. Make a very full pave the way for future Canny edge processing algorithm research of image retrieval.

Experiment data files

Steps to reproduce

Firstly, the image is converted to HSI color model, the gray value of the image extraction, and Robert algorithm to extract the texture;
then, the image is divided into blocks and extracts the main color block, the main color image blocks are respectively projected in the horizontal and vertical direction of 2, get 2 projection histogram, the 2 projection histograms of the first three order center extraction distance and Robert algorithm as the features of texture image similarity calculation;
finally,make a very full pave the way for future Canny edge processing algorithm research of image retrieval.

peer reviewed

This data is associated with the following peer reviewed publication:

Study on Image Retrieval based on Image Texture and Color Statistical Projection

Published in: Neurocomputing

Latest version

  • Version 1

    2016-07-13

    Published: 2016-07-13

    DOI: 10.17632/55b7ywy2sn.1

    Cite this dataset

    Tang, Bing; Zheng, Xiaofei (2016), “Study on Image Retrieval based on Image Texture and Color Statistical Projection”, Mendeley Data, v1 http://dx.doi.org/10.17632/55b7ywy2sn.1

Institutions

Chinese Academy of Tropical Agricultural Sciences

Categories

Information Economics

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Licence

CC BY 4.0 Learn more

The files associated with this dataset are licensed under a Creative Commons Attribution 4.0 International licence.

What does this mean?

This dataset is licensed under a Creative Commons Attribution 4.0 International licence. What does this mean? You can share, copy and modify this dataset so long as you give appropriate credit, provide a link to the CC BY license, and indicate if changes were made, but you may not do so in a way that suggests the rights holder has endorsed you or your use of the dataset. Note that further permission may be required for any content within the dataset that is identified as belonging to a third party.

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