Title :
Image features extraction from rustic villa photos
Author :
Xu, Wei ; Chen, Xiaomin ; Fu, Xiaoning
Author_Institution :
Sch. of Electromech. Eng., Xidian Univ., Xi´´an, China
Abstract :
The method of using image characteristics description targets is widely used in medicine, remote sensing images and other fields, but the analysis on the building images is very few, to solve this problem, effective methods of image characteristic description for rustic villa are proposed. In order to facilitate comparison, select four styles buildings for tests, using Matlab and VC++ software respectively extract image histogram, fractal dimension and gray level co-occurrence matrix, then make an analysis and a summary on parameters gotten in the experiment. Finally, get effective parameter index of image characteristic description for rustic villa. The conclusion of this experiment has some referential value for effect drawing design of rustic villa.
Keywords :
C++ language; building; feature extraction; fractals; matrix algebra; Matlab software; VC++ software; building images; drawing design; fractal dimension; gray level co-occurrence matrix; image characteristics description; image feature extraction; image histogram extraction; parameter index; rustic villa photos; Buildings; Correlation; Educational institutions; Feature extraction; Fractals; Histograms; Software; feature extraction; image; parameters; rustic villa;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
DOI :
10.1109/FSKD.2012.6234064