Mass Detection in Mammograms Using Ga Based Pca and Haralick Features Selection

Mass Detection in Mammograms Using Ga Based Pca and Haralick Features Selection

Amroabadi SH¹ ; Ahmadzadeh MR² ; Hekmatnia A³

Source: 2011 19th Iranian Conference on Electrical Engineering, ICEE 2011 Published:2011

Abstract

Many existing researches utilized different types of feature extraction techniques to detect masses in ROI images. Based on our observations, inclusion of additional features beyond a certain point worsens the performance rather than enhancing it. This paper describes a hybrid method of mammogram recognition which is based on principle component analysis, Haralick features and Genetic algorithm to select the best features. © 2011 AmirKabir Univ of Tech.

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Experts (# of related papers)

Alireza Mehri-Dehnavi (1)

Style	Citing Format
MLA	Amroabadi SH, Ahmadzadeh MR, Hekmatnia A. "Mass Detection in Mammograms Using Ga Based Pca and Haralick Features Selection." 2011 19th Iranian Conference on Electrical Engineering, ICEE 2011, vol. , no. , 2011, pp. -.
APA	Amroabadi SH, Ahmadzadeh MR, Hekmatnia A (2011). Mass Detection in Mammograms Using Ga Based Pca and Haralick Features Selection. 2011 19th Iranian Conference on Electrical Engineering, ICEE 2011, (), -.
Chicago	Amroabadi SH, Ahmadzadeh MR, Hekmatnia A. "Mass Detection in Mammograms Using Ga Based Pca and Haralick Features Selection." 2011 19th Iranian Conference on Electrical Engineering, ICEE 2011 , no. (2011): -.
Harvard	Amroabadi SH, Ahmadzadeh MR, Hekmatnia A (2011) 'Mass Detection in Mammograms Using Ga Based Pca and Haralick Features Selection', 2011 19th Iranian Conference on Electrical Engineering, ICEE 2011, (), pp. -.
Vancouver	Amroabadi SH, Ahmadzadeh MR, Hekmatnia A. Mass Detection in Mammograms Using Ga Based Pca and Haralick Features Selection. 2011 19th Iranian Conference on Electrical Engineering, ICEE 2011. 2011;():-.
BibTex	@article{ author = {Amroabadi SH and Ahmadzadeh MR and Hekmatnia A}, title = {Mass Detection in Mammograms Using Ga Based Pca and Haralick Features Selection}, journal = {2011 19th Iranian Conference on Electrical Engineering, ICEE 2011}, volume = {}, number = {}, pages = {-}, year = {2011} }
RIS	TY - JOUR AU - Amroabadi SH AU - Ahmadzadeh MR AU - Hekmatnia A TI - Mass Detection in Mammograms Using Ga Based Pca and Haralick Features Selection JO - 2011 19th Iranian Conference on Electrical Engineering, ICEE 2011 VL - IS - SP - EP - PY - 2011 ER -

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