@incollection{,
	
					
					
					5E5C1B03B39A9D2757CC2D4144230B4E
				,
	author={{V VijayaKumar} and {V VijayaKumar} and {Anurag Group of Institutions, Hyderabad, India}},
	journal={{Global Journal of Computer Science and Technology}},
	journal={{GJCST}}0975-41720975-435010.34257/gjcst,
	address={Cambridge, United States},
	publisher={Global Journals Organisation}171117
}

@incollection{b0,
	
	
		,
	title={{Texture Based Segmentation using Statistical Properties for Mammographic Images}}
		,
	author={{
			.HKekre
		} and {
			Gharge
		}}
		
	
	
		,
	journal={{Int. Journal of Advanced Computer Science and Applications(IJACSA)}}
		
			1
			5
			
			,
	year={Nov 2010}
		
	

}

@incollection{b1,
	
	
		,
	title={{Towards Fully Automatic , Image Segmentation Evaluation}}
		,
	author={{
			LutzGoldmann
		} and {
			TomaszAdamek
		} and {
			PeterVajda
		}}
		
		
	
	
		,
	booktitle={{Advanced Concepts for Intelligent Vision Systems}}
		,
	booktitle={{Lecture Notes in Comp. Science}}
		
			,
	year={2008}
			5259
			
		
	

}

@incollection{b2,
	
	
		,
	title={{Texture experiments with Meastex and Vistex benchmarks}}
		,
	author={{
			Singh
		} and {
			Sharma
		}}
		
	
	
		,
	booktitle={{Proc. Inter}}
				Inter
		
	

}

@incollection{b3,
	
	
	
	
		,
	booktitle={{Conf. on Advances in Pattern recog}}
		,
	booktitle={{Lecture Notes in Computer Science}}
		
			,
	year={2013}
		
	

}

@incollection{b4,
	
	
		,
	title={{Supervised texture segmentation using wavelet transform}}
		,
	author={{
			Wang
		} and {
			Zhang
		}}
		
	
	
		,
	booktitle={{Proc. of Int. Conf. on Neural Networks and Signal Processing}}
				of Int. Conf. on Neural Networks and Signal essing
		
			,
	year={2003}
			2
			
		
	

}

@incollection{b5,
	
	
		,
	title={{Segmentation of the Breast Region in Mammograms using a Rule-Based Fuzzy Reasoning Algorithm}}
		,
	author={{
			MWirth
		} and {
			DNikitenko
		} and {
			JLyon
		}}
		
		
	
	
		,
	journal={{GVIP Journal Special Issue on Mammograms}}
		
			
			,
	year={2007}
		
	

}

@incollection{b6,
	
	
		,
	title={{A new texture segmentation approach for medical images}}
		,
	author={{
			VijayaKumar
		} and {
			ISakakezia
		} and {
			Santiprabha
		}}
		
		
	
	
		,
	journal={{International Journal of Scientific & Engineering Research (IJSER)}}
		2229-5518
		
			4
			1
			
			,
	year={2013}
		
	

}

@incollection{b7,
	
	
		,
	title={{A colortexture based segmentation method to extract object from background}}
		,
	author={{
			ISakakezia
		} and {
			VSantiprabha
		} and {
			Vijayakumar
		}}
		
		
	
	
		,
	journal={{International Journal Image, And Graphics And Signal Processing}}
		2074-9082
		
			5
			
			,
	year={2013}
		
	
	,
	note={IJIGSP)}

}

@incollection{b8,
	
	
		,
	title={{A new texture based segmentation method to extract object from background}}
		,
	author={{
			M. JosephPrakash
		} and {
			VVijayakumar
		}}
		
	
	
		,
	journal={{Global Journal of Computer Science And Technology Graphics & Vision (GJCST)}}
		0975 -4350
		
			12
			15
			
			,
	year={2012}
		
	

}

@incollection{b9,
	
	
		,
	title={{Texture segmentation methods based on combinatorial of morphological and statistical operations}}
		,
	author={{
			VKumar
		} and {
			BEswarReddy
		} and {
			ARao
		} and {
			US NRaju
		}}
		
		
		
	
	
		,
	journal={{Journal of multimedia}}
		
			,
	publisher={JMM}
		
	

}

@incollection{b10,
	
	
		,
	title={{Pipeline implementation of new segmentation based on cognate neighborhood approach}}
		,
	author={{
			VKumar
		} and {
			ARao
		} and {
			US NRaju
		} and {
			BEswarReddy
		}}
		
		
		
	
	
		,
	journal={{International Journal of Computer Science (IJCS)}}
		1552-6607
		
			35
			1
			
			,
	year={2008}
		
	
	,
	note={Science publications}

}

@incollection{b11,
	
	
		,
	title={{Efficient DIS Based Region Growing Segmentation Technique for VHR Satellite Images ICGST-GVIP}}
		,
	author={{
			AnjaliAshwinikunte
		} and {
			Bhalchandra
		}}
		
	
	
		,
	journal={{Journal}}
		
			10
			3
			,
	year={August 2010}
		
	

}

@incollection{b12,
	
	
		,
	title={{A Vision Chip for Colour Segmentation and Pattern Matching}}
		,
	author={{
			RECummings
		} and {
			PPouliquen
		} and {
			MALewis
		}}
		
		
	
	
		,
	journal={{EURASIP Journal on Applied Signal Processing}}
		
			7
			
			,
	year={2003}
		
	

}

@incollection{b13,
	
	
		,
	title={{Fuzzy C-means clustering algorithm with a novel penalty term for image segmentation}}
		,
	author={{
			YYang
		} and {
			CZhen
		} and {
			PLin
		}}
		
		
	
	
		,
	journal={{Opto-Electronics Rev}}
		
			13
			4
			,
	year={2005}
		
	

}

@incollection{b14,
	
	
		,
	title={{Volterra Filter for color image segmentation}}
		,
	author={{
			MBMeevathi
		} and {
			KRajesh
		}}
		
	
	
		,
	journal={{Inter. Journal of Computer Science and Engineering}}
		
			2
			1
			,
	year={2008}
		
	

}

@incollection{b15,
	
	
		,
	title={{A hierarchical approach to color image segmentation using homogeneity}}
		,
	author={{
			HDCheng
		} and {
			YSun
		}}
		
	
	
		,
	journal={{IEEE Transaction on Image Processing}}
		
			9
			12
			
			,
	year={2000}
		
	

}

@incollection{b16,
	
	
		,
	title={{Color Medical Images Watermarking, Based Neural Network Segmentation}}
		,
	author={{
			HSeddik
		} and {
			EBen Braiek
		}}
		
	
	
		,
	booktitle={{Medical Image Processing}}
				
			,
	year={2006}
			
		
	

}

@incollection{b17,
	
	
		,
	title={{Frame representations for texture segmentation}}
		,
	author={{
			ALaine
		} and {
			JFan
		}}
		
	
	
		,
	journal={{IEEE Trans. Image Processing}}
		
			5
			
			,
	year={1996}
		
	

}

@incollection{b18,
	
	
		,
	title={{Morphological Multi-scale Stationary Wavelet Transform based Texture Segmentation}}
		,
	author={{
			Jp
		} and {
			Mosiganti
		} and {
			VVijayKezia
		} and {
			Kumar
		}}
		
		
		
	
	
		,
	journal={{International Journal of Artificial Intelligence & Applications (IJAIA)}}
		2074-9082
		
			8
			1
			
			,
	year={2014}
		
	

}

@incollection{b19,
	
	
		,
	title={{Unsupervised texture segmentation using multichannel decomposition and hidden Markov models}}
		,
	author={{
			J.-LChen
		} and {
			AKundu
		}}
		
	
	
		,
	journal={{IEEE Trans. Image Processing}}
		
			4
			
			,
	year={1995}
		
	

}

@incollection{b20,
	
	
		,
	title={{Learning texture discrimination rules in a multiresolution system}}
		,
	author={{
			HGreenspan
		} and {
			RGoodman
		} and {
			RChellappa
		} and {
			CHAnderson
		}}
		
		
		
	
	
		,
	journal={{IEEE Trans. Pattern Anal. Machine Intelligence}}
		
			16
			
			,
	year={1994}
		
	

}

@incollection{b21,
	
	
		,
	title={{A quad-tree approach to image segmentation which combines statistical and spatial information}}
		,
	author={{
			MSpann
		} and {
			RWilson
		}}
		
	
	
		,
	journal={{Pattern Recognition}}
		
			18
			
			,
	year={1985}
		
	

}

@incollection{b22,
	
	
		,
	title={{Texture segmentation using fractal dimension}}
		,
	author={{
			BBChaudhuri
		} and {
			NSarkar
		}}
		
	
	
		,
	journal={{IEEE Trans. Pattern Anal. Machine Intelligence}}
		
			17
			
			,
	year={1995}
		
	

}

@incollection{b23,
	
	
		,
	title={{Unsupervised texture image segmentation using feature smoothing and probabilistic relaxation techniques}}
		,
	author={{
			JYHsiao
		} and {
			AASawchuk
		}}
		
	
	
		,
	journal={{Computer Vision Graphics Image Processing}}
		
			48
			
			,
	year={1989}
		
	

}

@incollection{b24,
	
	
		,
	title={{Segmentation by texture using a co-occurrence matrix and a split-and-merge algorithm}}
		,
	author={{
			PCChen
		} and {
			TPavlidis
		}}
		
	
	
		,
	journal={{Comput. Graphics Image Processing}}
		
			10
			
			,
	year={1979}
		
	

}

@incollection{b25,
	
	
		,
	title={{Texture classification and segmentation using multi resolution simultaneous autoregressive models}}
		,
	author={{
			JMao
		} and {
			AKJain
		}}
		
	
	
		,
	journal={{Pattern Recognition}}
		
			25
			
			,
	year={1992}
		
	

}

@incollection{b26,
	
	
		,
	title={{Image segmentation by texture using pyramid node linking}}
		,
	author={{
			MPietika¬ Inen
		} and {
			ARosenfeld
		}}
		
	
	
		,
	journal={{IEEE Trans. Systems Man Cybernet}}
		
			11
			
			,
	year={1981}
		
	

}

@incollection{b27,
	
	
		,
	title={{Multiresolution feature extraction and selection for texture segmentation}}
		,
	author={{
			MUnser
		} and {
			MEden
		}}
		
	
	
		,
	journal={{IEEE Trans. Pattern Anal. Machine Intelligence}}
		
			11
			
			,
	year={1989}
		
	

}

@incollection{b28,
	
	
		,
	title={{Unsupervised texture segmentation using Gabor filters}}
		,
	author={{
			AKJain
		} and {
			FFarrokhnia
		}}
		
	
	
		,
	journal={{Pattern Recognition}}
		
			24
			
			,
	year={1991}
		
	

}

@incollection{b29,
	
	
		,
	title={{A Markov Random Field model-based approach to unsupervised texture segmentation using local and global statistics}}
		,
	author={{
			CKervrann
		} and {
			FHeitz
		}}
		
	
	
		,
	journal={{IEEE Trans. Image Processing}}
		
			4
			6
			
			,
	year={June 1995}
		
	

}

@incollection{b30,
	
	
		,
	title={{A Survey on Image Segmentation through Clustering Algorithm}}
		,
	author={{
			MLalitha1
		} and {
			MKiruthiga2
		} and {
			CLoganathan3
		}}
		
		
	
	
		,
	journal={{International Journal of Science and Research}}
		2319-7064
		
			2
			2
			,
	year={February 2013}
		
	

}

@incollection{b31,
	
	
		,
	title={{Discriminative sparse image models for class-specific edge detection and image interpretation}}
		,
	author={{
			JMairal
		} and {
			MLeordeanu
		} and {
			FBach
		} and {
			MHebert
		} and {
			JPonce
		}}
		
		
		
		
	
	
		,
	booktitle={{Proc. 10th European Conf. Computer Vision}}
				10th European Conf. Computer Vision
		
			,
	year={2008}
			
		
	

}

@incollection{b32,
	
	
		,
	title={{Automatic image segmentation by dynamic region merging}}
		,
	author={{
			BPeng
		} and {
			LZhang
		} and {
			DZhang
		}}
		
		
	
	
		,
	journal={{IEEE Trans. Image Process}}
		
			12
			
			,
	year={2011, 20}
		
	

}

@incollection{b33,
	
	
		,
	title={{Contour detection and hierarchical image segmentation}}
		,
	author={{
			PArbelaez
		} and {
			MMaire
		} and {
			CFowlkes
		} and {
			JMalik
		}}
		
		
		
	
	
		,
	journal={{IEEE Trans. Patt. Anal. Mach. Intell}}
		
			5
			
			,
	year={2010}
		
	

}

@book{b34,
	
	
		,
	title={{Practical handbook on image processing for scientific and technical applications}}
		,
	author={{
			BJähne
		}}
		
			,
	year={2004}
			,
	publisher={CRC Press}
			15
		
	
	,
	note={2nd Ed}

}

@incollection{b35,
	
	
		,
	title={{Normalized cuts and image segmentation}}
		,
	author={{
			JShi
		} and {
			JMalik
		}}
		
	
	
		,
	journal={{IEEE Trans. Patt. Anal. Mach. Intell}}
		
			22
			8
			
			,
	year={2000}
		
	

}

@incollection{b36,
	
	
		,
	title={{Contour and texture analysis for image segmentation}}
		,
	author={{
			JMalik
		} and {
			SBelongie
		} and {
			TLeung
		} and {
			JShi
		}}
		
		
		
	
	
		,
	journal={{Int. J. Comput. Vis}}
		
			1
			
			,
	year={2001}
		
	

}

@incollection{b37,
	
	
		,
	title={{Multiclass spectral clustering}}
		,
	author={{
			SXYu
		} and {
			JShi
		}}
		
	
	
		,
	booktitle={{Proc. Int. Conf. Computer Vision}}
				Int. Conf. Computer Vision
		
			,
	year={October 2003}
			
		
	

}

@incollection{b38,
	
	
		,
	title={{I-247-I-254. normalized-cut segmentation for spinal MRI}}
		,
	author={{
			SXYu
		}}
	
	
		,
	booktitle={{Proc. IEEE Conf. on Comput. Vision Pattern Recognition}}
				IEEE Conf. on Comput. Vision Pattern Recognition
		
			,
	year={June 2004. 2009}
			1
			
		
	
	,
	note={Segmentation using multiscale cues}

}

@incollection{b39,
	
	
		,
	title={{Segmentation induced by scale invariance}}
		,
	author={{
			SXYu
		}}
	
	
		,
	booktitle={{Proc. IEEE Conf. on Comput. Vision Pattern Recognition}}
				IEEE Conf. on Comput. Vision Pattern Recognition
		
			,
	year={June 2005}
			1
			
		
	

}

@incollection{b40,
	
	
		,
	title={{Spectral segmentation with Multiscale graph decomposition}}
		,
	author={{
			TCour
		} and {
			FBenezit
		} and {
			JShi
		}}
		
		
	
	
		,
	booktitle={{Proc. IEEE Conf. on Computer Vision Pattern Recognition}}
				IEEE Conf. on Computer Vision Pattern Recognition
		
			,
	year={June 2005}
			2
			
		
	

}

@incollection{b41,
	
	
		,
	title={{Acceleration strategies for Gaussian mean-shift image segmentation}}
		,
	author={{
			MACarreira-Perpinan
		}}
	
	
		,
	booktitle={{Proc. IEEE Conf. on Computer Vision Pattern Recognition}}
				IEEE Conf. on Computer Vision Pattern Recognition
		
			,
	year={June 2006}
			1
			
		
	

}

@incollection{b42,
	
	
		,
	title={{Unified mean shift segmentation and graph region merging algorithm for infrared ship target segmentation}}
		,
	author={{
			W3tao
		} and {
			HJin
		} and {
			JLiu
		}}
		
		
	
	
		,
	journal={{Opt. Eng}}
		
			46
			12
			
			,
	year={2007}
		
	

}

@incollection{b43,
	
	
		,
	title={{An adaptive mean-shift framework for MRI brain segmentation}}
		,
	author={{
			AMayer
		} and {
			HGreenspan
		}}
		
	
	
		,
	journal={{IEEE Trans. Med. Imag}}
		
			28
			8
			
			,
	year={2009}
		
	

}

@incollection{b44,
	
	
		,
	title={{Fast image segmentation based on K-means clustering with histograms in HSV color space}}
		,
	author={{
			TWChen
		} and {
			YLChen
		} and {
			SYChien
		}}
		
		
	
	
		,
	booktitle={{Proc. IEEE Int. Workshop on Multimedia Signal Processing}}
				IEEE Int. Workshop on Multimedia Signal essing
		
			,
	year={October 2008}
			
		
	

}

@incollection{b45,
	
	
		,
	title={{Color image segmentation using histogram Thresholding -Fuzzy C-means hybrid approach}}
		,
	author={{
			KSTan
		} and {
			NA MIsa
		}}
		
	
	
		,
	journal={{Patt. Recogn}}
		
			1
			
			,
	year={2011}
		
	

}

@incollection{b46,
	
	
		,
	title={{Color image segmentation using adaptive unsupervised clustering approach}}
		,
	author={{
			KSTan
		} and {
			NA MIsa
		} and {
			WHLim
		}}
		
		
	
	
		,
	journal={{Appl. Soft Comput}}
		
			13
			
			,
	year={2012}
		
	

}

@incollection{b47,
	
	
		,
	title={{Novel initialization scheme for Fuzzy C-Means algorithm on color image segmentation}}
		,
	author={{
			KSTan
		} and {
			WHLim
		} and {
			NA MIsa
		}}
		
		
	
	
		,
	journal={{Appl. Soft Comput}}
		
			13
			
			,
	year={2013}
		
	

}

@incollection{b48,
	
	
		,
	title={{An efficient method for segmentation of images based on fractional calculus and natural selection}}
		,
	author={{
			PGhamisi
		} and {
			MSCouceiro
		} and {
			JABenediktsson
		} and {
			NMFerreira
		}}
		
		
		
	
	
		,
	journal={{Expert Syst. Appl}}
		
			39
			16
			
			,
	year={2012}
		
	

}

@incollection{b49,
	
	
		,
	title={{Texton-based segmentation of retinal vessels}}
		,
	author={{
			ADonald
		} and {
			UmasankarkandaswamyAdjeroh
		}}
		
	
	
		,
	journal={{Journal of Optical Society of America}}
		
			24
			5
			
			,
	year={May 2007}
		
	

}

@incollection{b50,
	
	
		,
	title={{Texture image segmentation using a new descriptor and mathematical morphology}}
		,
	author={{
			SamirIdrissisidiyassine
		} and {
			Belfkih
		}}
		
	
	
		,
	journal={{Int. Arab Journal of Information Technology}}
		
			10
			2
			
			,
	year={March 2013}
		
	

}

@incollection{b51,
	
	
		,
	title={{Innovative segmentation approach based on LRTM}}
		,
	author={{
			SKezia
		} and {
			IShantiprabha
		} and {
			Vijayakumar
		}}
		
		
	
	
		,
	journal={{Int. Journal of Soft Computing and Engg}}
		
			2
			5
			
			,
	year={Nov. 2012}
		
	

}

@book{b52,
	
	
		,
	title={{Image Analysis and Mathematical Morphology}}
		,
	author={{
			JSerra
		}}
		
			,
	year={1982}
			,
	publisher={Academic}
			,
	address={London, U.K}
		
	

}

@incollection{b53,
	
	
		,
	title={{Introduction to mathematical morphology}}
		,
	author={{
			JSerra
		}}
	
	
		,
	journal={{Comput. Vis., Graph., Image Process}}
		
			35
			
			,
	year={1986}
		
	

}

@incollection{b54,
	
	
		,
	title={{Image coding using wavelet transform}}
		,
	author={{
			MAntonini
		} and {
			MBarlaud
		} and {
			PMathieu
		} and {
			IDaubechies
		}}
		
		
		
	
	
		,
	journal={{IEEE Trans. Image Process}}
		
			1
			2
			
			,
	year={1992}
		
	

}

@incollection{b55,
	
	
		,
	title={{Fast Computation of Multiscale Morphological Operations for Local Contrast Enhancement}}
		,
	author={{
			YDerong
		} and {
			ZYuanyuan
		} and {
			LDongguo
		}}
		
		
	
	
		,
	booktitle={{Proceedings of the 2005 IEEE}}
				the 2005 IEEE
		
			
		
	

}

@incollection{b56,
	
	
		,
	title={{A threshold selection method from graylevel histograms}}
		,
	author={{
			Otsu
		}}
	
	
		,
	journal={{IEEE Trans. Sys., Man., Cyber}}
		
			9
			
			,
	year={1979}
		
	

}

@incollection{b57,
	
	
		,
	title={{An Early Fire Detection Method Based on Smoke Texture Analysis and Discrimination}}
		,
	author={{
			DongY HCui
		} and {
			.EZhou
		}}
		
	
	
		,
	journal={{Journal Congress on Image and Sig. Proc}}
		
			
			,
	year={2008}
		
	

}

@incollection{b58,
	
	
		,
	title={{A new texture segmentation method based on the fuzzy Cmean algorithm and statistical features}}
		,
	author={{
			MounirSayadi
		} and {
			Lotfitlig
		} and {
			FarhatFnaiech
		}}
		
		
	
	
		,
	booktitle={{Applied Mathematical Sciences}}
		
			1
			60
			
			,
	year={2007}
		
	

}

@book{b59,
	
	
		,
	title={{A Photographic Album for Artists and Designers}}
		,
	author={{
			PBrodatz
		} and {
			Textures
		}}
		
		
			,
	year={1999}
			,
	publisher={Dover}
			,
	address={New York, NY, USA}
		
	

}

@incollection{b60,
	
	
		,
	title={{A New Texture Segmentation Approach for Medical Images}}
		,
	author={{
			Saka
		} and {
			Kezia
		} and {
			.IDr
		} and {
			Santiprabha
		} and {
			.VDr
		} and {
			Vijayakumar
		}}
		
		
		
		
		
	
	
		,
	journal={{International Journal of Scientific & Engineering Research}}
		
			4
			1
			,
	year={January-2013}
		
	

}

@incollection{b61,
	
	
		,
	title={{Image Segmentation Method Using Thresholds Automatically Determined from Picture Contents}}
		,
	author={{
			OscalT CYuan Been Chen
		} and {
			Chen
		}}
		
	
	
		,
	booktitle={{Eurasip journal on image and video processing}}
				
			,
	year={2009. 2009}
			
		
	

}

@incollection{b62,
	
	
		,
	title={{Wavelet-based Watershed for Image Segmentation}}
		,
	author={{
			Yu-HuaChai
		} and {
			Li-
		} and {
			ShunLu
		} and {
			LeiTian
		}}
		
		
		
	
	
		,
	booktitle={{Proc. of the 6th World Congress on Intelligent Control and Automation}}
				of the 6th World Congress on Intelligent Control and AutomationDalian, China
		
			,
	year={June 21 -23, 2006}
		
	

}

@incollection{b63,
	
	
		,
	title={{A Segmentation scheme based on uniform LBP and morphological approach, Graphics}}
		,
	author={{
			SGAnuradha
		} and {
			KKaribasappa
		} and {
			BEswarReddy
		}}
		
		
	
	
		,
	booktitle={{Vision and Image Processing (ICGST-GVIP)}}
				
			,
	year={2016}
			16
		
	

}