@incollection{, F0D57505A31994A764B9D091E64962FD , author={{Talluri. SunilKumar} and {T.V.Rajinikanth} and {B. EswaraReddy} and {VNR Vignana Jyothi Institute of Engineering and Technology, Hyderabad, Telangana, India}}, journal={{Global Journal of Computer Science and Technology}}, journal={{GJCST}}0975-41720975-435010.34257/gjcst, address={Cambridge, United States}, publisher={Global Journals Organisation}163110 } @incollection{b0, , title={{A CBIR method based on color-spatial feature, in: TENCON}} , author={{ ZLei } and { LFuzong } and { ZBo }} , booktitle={{Proceedi-ngs of the IEEE Region 10 Conference}} eedi-ngs of the IEEE Region 10 Conference , year={1999} } @incollection{b1, , title={{Color traits transfer to grayscale images}} , author={{ HBKekre } and { SDThepade }} , journal={{IEEE Int. Conference on Emerging Trends in Engineering and Technology}} , year={2008} , publisher={ICETET} } @incollection{b2, , title={{Fast and robust, color feature extraction for content-based image retrieval}} , author={{ CMPun } and { CFWong }} , journal={{Int. J. Adv. Comput. Technol}} 3 6 , year={2011} } @incollection{b3, , title={{Human color perception in the HSV space and its application in histogram generation for image Retrieval}} , author={{ AVadivel } and { SSural } and { AKMajumdar }} , booktitle={{Proc. SPIE, Color Imaging X: Processing, Hardcopy, and Applications}} SPIE, Color Imaging X: essing, Hardcopy, and Applications , year={2005} } @incollection{b4, , title={{Colour-based image retrieval using spatial-chromatic histogram}} , author={{ LCinque } and { GCiocca } and { SLevialdi } and { APellicano } and { RSchettini }} , journal={{Image Vis. Comput}} 19 , year={2001} } @incollection{b5, , title={{Image retrieval using color histograms generated by Gauss mixture vector quantization}} , author={{ SJeong } and { CSWon } and { RMGray }} , booktitle={{Computer Vision Image Understanding}} , year={iss-1-3, june-2004} 94 } @incollection{b6, , title={{Content-based image retrieval using color and texture fused features}} , author={{ JYue } and { ZLi } and { LLiu } and { ZFu }} , journal={{Math. Comput. Modelling}} 54 , year={2011} } @incollection{b7, , title={{A smart contentbased image retrieval system based on color and texture feature}} , author={{ CHLin } and { RTChen } and { YKChan }} , journal={{Image Vis. Comput}} 27 6 , year={2009} } @incollection{b8, , title={{Color object detection using spatial-color joint probability function}} , author={{ JLuo } and { DCrandail }} , booktitle={{IEEE transitions on Image Processing}} , year={2006} 15 } @incollection{b9, , title={{Content-based manipulation of image databases}} , author={{ RWPentland } and { SPicard } and { PhotobookSclaroff }} , journal={{Int. J. Comput. Vis}} 18 , year={1996} } @incollection{b10, , title={{Color and texture feature for content based image retrieval}} , author={{ JWu } and { ZWei } and { YChang }} , journal={{Int. J. Digit. Content Technol. Appl}} 4 3 , year={2010} } @incollection{b11, , title={{Texture features for browsing and retrieval of image data}} , author={{ BSManjunathi } and { WYMa }} , journal={{IEEE Trans. Pattern Anal. Mach. Intell}} 8 8 , year={1996} } @incollection{b12, , title={{Age classification based on simple LBP transitions}} , author={{ VGorti S Murty } and { AKumar } and { Obulesu }} , journal={{International journal of computer science and engineering (IJCSE)}} 5 10 , year={OCT-2013} } @incollection{b13, , title={{Facial image retrieval based on local and regional features}} , author={{ AObulesu } and { JS Kiran } and { Kumar }} , booktitle={{IEEE-2015 International Conference on Applied and Theoretical Computing and Communication Technology (iCATccT)}} , year={Oct. 2015} } @incollection{b14, , title={{Dual Transition Uniform LBP Matrix for Efficient Image Retrieval}} , author={{ VKumar } and { ASrinivasaRao } and { Yk Sundara Krishna }} , journal={{I.J. Image, Graphics and Signal Processing}} 8 , year={2015} } @incollection{b15, , title={{Texture image retrieval using rotated wavelet filters}} , author={{ MKokare } and { PBiswas } and { BChatterji }} , journal={{J. Pattern Recognition. Lett}} 28 , year={2007} } @incollection{b16, , title={{A new algorithm for image indexing and retrieval using wavelet correlograms}} , author={{ HAMoghaddam } and { THajoie } and { AHRouhi }} , booktitle={{Int. Conf. Image Process}} Tehran, Iran , year={2003} 2 N. Toosi Univ. of Technl. } @incollection{b17, , title={{Enhanced wavelet correlogram methods for image indexing and retrieval}} , author={{ MTSaadatmand } and { HAMoghaddam }} , booktitle={{IEEE Int.Conf. Image Procc}} Iran , year={2005} N. Toosi Univ. of Technol. Tehran } @incollection{b18, , title={{Color and texture features for content based image retrieval}} , author={{ LBirgale } and { MKokare } and { DDoye }} , booktitle={{Int. Conf. Comput. Grafics. Image Visual}} Wash., USA , year={2006} } @incollection{b19, , title={{Color and texture features for image indexing and retrieval}} , author={{ MSubramanyam } and { ABGonde } and { RPMaheshwari }} , journal={{IEEE Int. Adv. Comput. Conf. Patial., Ind}} , year={2009} } @incollection{b20, , title={{A correlogram algorithm for image indexing and retrieval using wavelet and rotated wavelet filters}} , author={{ MSubramnyam } and { RPMaheshwari } and { RBalasubramanian }} , journal={{Int. J. SignalImag. Syst.Eng}} 4 1 , year={2011} } @incollection{b21, , title={{An Efficient K-means Clustering Algorithm}} , author={{ KAlsabti } and { SRanka } and { VSingh }} , booktitle={{Proc. First Workshop High Performance Data Mining}} First Workshop High Performance Data Mining , year={1998 March} } @incollection{b22, , title={{MEDLINE Text Mining: An Enhancement Genetic Algorithm Based Approach for Document Clustering}} , author={{ WB AKaraa } and { ASAshour } and { DBSassi } and { PRoy } and { NKausar } and { N&dey }} , booktitle={{Applications of Intelligent Optimization in Biology and Medicine}} , publisher={Springer International Publishing} , year={2016} } @book{b23, , title={{Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes}} , author={{ WB AKarâa }} , year={2015} , note={IGI Global} } @incollection{b24, , title={{Data clustering: A review}} , author={{ AJain } and { MMurty } and { PFlynn }} , journal={{ACM Comput. Surv}} 31 3 , year={1999} } @book{b25, , title={{Algorithms for Clustering Data}} , author={{ AJain } and { R&dubes }} , year={1988. 1988} , publisher={Prentice-Hall} , address={Englewood Cliffs, NJ} } @incollection{b26, , title={{A New Approach to Cluster Datasets without Prior Knowledge of Number of Clusters}} , author={{ Ch } and { VSwetha Swapna } and { JV RVijaya Kumar } and { Murthy }} , journal={{JSIR}} 74 05 , year={May 2015} } @book{b27, , title={{A Novel Hybrid Clustering Algorithm: Integrated Partitional and Hierarchical clustering algorithm for categorical data"-International journal of computer science and Emerging Technologies}} , author={{ RishiSayal } and { GvsrDr } and { Dr V VijayaPrasad } and { Kumar }} , note={IJCSET)} } @book{b28, , title={{}} , author={{ GPrasad } and { V S N R V }} } @book{b29, , title={{}} , author={{ VKrishna } and { Venkata }} } @incollection{b30, , title={{Clustering Approaches Based On Initial Seed Points}} , author={{ VKumar } and { Vijaya }} , journal={{International Journal on Computer Science and Engineering}} 3 12 , year={Dec 2011} , note={Automatic} } @incollection{b31, , title={{Some methods for classification and analysis of multivariate observations}} , author={{ JMcqueen }} , booktitle={{Proc. of 5th Berkeley Symposium on Mathema-tical Statistics and Probability}} of 5th Berkeley Symposium on Mathema-tical Statistics and Probability , year={1967} } @book{b32, , title={{Recherche approximative de plus prochesvoisinsaveccontr?oleprobabiliste de la pr´ecision; application `a la recherchedimages}} , author={{ SABerrani }} , year={2004} , note={par le contenu, PHD thesis, 210 pages} } @incollection{b33, , title={{Innovative Modified K-Mode Clustering algorithm}} , author={{ RishiSayal } and { Dr V VijayaKumar }} , journal={{Interna-tional journal of Engineering Research and Applications (IJERA)}} 2 , year={July 2012} } @incollection{b34, , title={{Improving Efficiency of K-Means Algorithm for Large Datasets}} , author={{ Ch } and { VSwapna } and { JV RKumar } and { Murthy }} , journal={{International Journal of Rough Sets and Data Analysis}} 3 2 , note={IJRSDA)} } @incollection{b35, , title={{Qcluster: Relevance Feedback Using Adaptive Clustering for Content-Based Image Retrieval}} , author={{ Deok-HwanKim } and { Chin-WanChung }} , booktitle={{SIGMOD 2003}} , year={June 9-12} } @incollection{b36, , title={{CLUE: Cluster-Based Retrieval of Images by Unsupervised Learning}} , author={{ YChen } and { JZWang } and { RKrovetz }} , journal={{IEEE Trans. Image Processing}} 14 8 , year={AUGUST 2005} } @incollection{b37, , title={{Automatic Content-Based Image Retrieval Using Hierarchi-cal Clustering Algorithms}} , author={{ KJarrah } and { SriKrishnan } and { LingGum }} , booktitle={{Int. Joint Conf. on Neural Networks}} , year={July 16-21, 2006} } @incollection{b38, , title={{An Effective and Fast Retrieval Algorithm for Content-based Image Retrieval}} , author={{ LiuPengyu } and { LvzhuoyiJiakebin }} , booktitle={{Congress on Image and Signal Processing}} , year={2008} } @incollection{b39, , title={{A Content-based Parallel Image Retrieval System}} , author={{ ZhouBing } and { YangXin-Xin }} , booktitle={{Int. Conf. On Computer Design And Appliations}} , year={2010} } @incollection{b40, , title={{Image Retrieval using Clustering Based Algorithm}} , author={{ AkashSaxena } and { SandeepSaxena } and { AkankshaSaxena }} , journal={{International Journal of Latest Trends in Engineering and Technology}} , year={2012} } @book{b41, , title={{A Content Based Image Retrieval Using K-means Algorithm}} , author={{ AAbduljawad } and { Amory }} , year={2012} } @incollection{b42, , title={{Content Based Image Retrieval Using K-means clustering technique}} , author={{ DeepikaNagthane }} , journal={{Int. Jour. of CAIT}} 3 , year={June-July 2013} } @incollection{b43, , title={{Fast Query Point Movement Techniques for Large CBIR Systems}} , author={{ DLiu } and { KAHua } and { KVu } and { NYu }} , journal={{IEEE Trans. on Knowledge and Data Engg}} 21 5 , year={MAY 2009} } @incollection{b44, , title={{Robust facial expression recognition based on local directional pattern}} , author={{ TJabid } and { MHKabir } and { OChae }} , journal={{ETRJ journal}} 32 5 , year={2010} } @incollection{b45, , title={{Textons, the elements of texture perception, and their interactions}} , author={{ BJulesz }} , journal={{Nature}} 290 5802 , year={1981} } @incollection{b46, , title={{A new method of texture classification using various wavelet transforms based on primitive patterns}} , author={{ US NRaju } and { KChandra Sekharan } and { VVKrishna }} , booktitle={{ICGST-Graphics, vision and image processing (ICGST-GVIP)}} , year={July-2008} 8 } @incollection{b47, , title={{Employing long linear patterns for texture classification relying on wavelets}} , author={{ U S NV Vijaya Kumar } and { ChandraRaju } and { V VSekaran } and { Krishna }} , booktitle={{ICGST-Graphics, vision and image processing (ICGST-GVIP)}} , year={Jan-2009} 8 } @incollection{b48, , title={{Texture classification based on binary cross diagonal shape descriptor texture matrix (BCDSDTM)", ICGST-Graphics vision and image processing}} , author={{ P. Kiran KumarReddy } and { VKumar } and { BEswarReddy }} , booktitle={{ICGST-GVIP)}} , year={Aug-2014} 14 } @incollection{b49, , title={{A Method for Facial Recognition Based on Local Features}} , author={{ KReddy } and { VKrishna } and { VVijaya } and { Kumar }} , journal={{International Journal of Mathematics and Computation}} 0974--570X } @book{b50, , title={{}} , year={2016} 27 } @incollection{b51, , title={{New method for classification of age groups based on texture shape features}} , author={{ PVijaya Kumar } and { BEswaraChandra Sekhar Reddy } and { Reddy }} , journal={{International journal imaging and robotics}} 0974-0637 15 1 , year={2015} } @incollection{b52, , title={{A dynamic transform noise Resistant uniform Local Binary Pattern (DTNR-ULBP) for Age Classification}} , author={{ PJ SKumar } and { VKrishna } and { VVijaya } and { Kumar }} , journal={{International Journal of Applied Engineering Research}} 0973-4562 11 1 , year={2016} } @incollection{b53, , title={{An effective age classification using topological features based on compressed and reduced grey level model of the facial skin}} , author={{ JangalaVijaya Kumar } and { VVSasikiran } and { Hari Chandana }} , booktitle={{International journal of image, graphics and signal processing (IJIGSP)}} , year={Nov-2013} 6 } @incollection{b54, , title={{Age classification of facial images using third order neighbourhood Local Binary Pattern}} , author={{ PJ SVijaya Kumar } and { Kumar } and { S V V S RPullela } and { Kumar }} , journal={{International Journal of Applied Engine-ering Research}} 0973-4562 10 , year={2015} , note={Number} } @incollection{b55, , title={{Overwriting grammar model to represent 2D image patterns}} , author={{ VishnuGMurthy } and { VVijaya } and { Kumar }} , booktitle={{ICGST-Graphics vision and image processing}} , year={Dec-2014} 14 , note={ICGST-GVIP} } @incollection{b56, , title={{Employing simple connected pattern array grammar for generation and recognition of connected patterns on an image neighborhood}} , author={{ VishnuGMurthy } and { VKumar } and { BVReddy }} , booktitle={{ICGST-Graphics vision and image processing}} , year={Aug-2014} 14 , note={ICGST-GVIP)} } @incollection{b57, , title={{Textural features for image classification}} , author={{ RMHaralick } and { KShanmugan } and { IDinstein }} , journal={{IEEE Trans. Sysr., Man., Cybern}} 3 6 , year={1973} } @incollection{b58, , title={{A spatial filtering approach to texture analysis}} , author={{ JMCoggins } and { AKJain }} , journal={{Pattern Recogni-non Letters}} 3 , year={1985} } @book{b59, , title={{School of computer science and technology china university of mining and Technology}} , author={{ WangJuntao } and { SuXiaolong }} , year={2011} , note={An improved K-Means clustering algorithm} }