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BIBTEX

USPTex Dataset

Description

This dataset have textures typically found daily, such as seeds, rice, tissues, road scenes, various types of vegetation, walls, clouds, soils, blacktop, and gravel. Each database entry class is a set of 12 sub-texture samples extracted from examples (images of 512x384) of a particular material without overlapping. So, the database is composed by 2292 samples of 191 texture classes (12 samples per class).

How to cite this dataset

    Please cite this dataset using the following reference:

  • Backes, A. R.; Casanova, D.; Bruno, O. M. Color texture analysis based on fractal descriptors Pattern Recognition, 45(5):1984-1992, 2012.

    • 10.1016/j.patcog.2011.11.009

Results

Color texture analysis based on fractal descriptors --- 96.57%

Fractal Descriptors Based on Fourier Spectrum Applied to Texture Analysis --- 54.54%

Papers using USPtex dataset

  • Forindo, J. B.; Bruno, O. M. Fractal Descriptors Based on Fourier Spectrum Applied to Texture Analysis (to appear Physica A)arXiv:1201.4597v1, 2012

If you have a work that use this dataset, please send a message informing the reference of your paper and also the results obtained. (bruno at ifsc.usp.br)

Dataset snapshot example