@incollection{, 0A6A70CD2014257601B9A0297D3BF509 , author={{K.Seetharaman} and {K.Seetharaman} and {Bachala ShyamKumar} and {Pondicherry College of Engineering}}, journal={{Global Journal of Researches in Engineering}}, journal={{GJRE}}2249-45960975-586110.34257/gjre, address={Cambridge, United States}, publisher={Global Journals Organisation}15618 } @incollection{b0, , title={{Evaluation of shape descriptors for shape-based image retrieval}} , author={{ AAmanatiadis } and { VGKaburlasos } and { AGasteratos } and { SEPapadakis }} , journal={{IET Image Processing}} 5 5 , year={2011} } @incollection{b1, , title={{Recognition of images in large databases using colour and texture}} , author={{ SBelongie } and { CCarson } and { HGreenspan } and { JMalik }} , journal={{IEEE Transactions on Pattern Analysis and Machine Intelligence}} 24 8 , year={2002} } @incollection{b2, , title={{Kcca for different level precision in content-based image retrieval}} , author={{ RDavid } and { JohnHardoon } and { Shawe-Taylor }} , booktitle={{Submitted to Third International Workshop on Content-Based Multimedia Indexing}} Rennes, France , year={2003} } @incollection{b3, , title={{An efficient lowdimensional colour indexing scheme for regionbased image retrieval}} , author={{ YDeng } and { BSManjunath }} , booktitle={{Proc. IEEE Int. Conf. ASSP}} IEEE Int. Conf. ASSP , year={1999} 6 } @incollection{b4, , title={{Hierarchical colour image region segmentation for contentbased image retrieval system}} , author={{ C-SFuh } and { S-WCho } and { KEssig }} , journal={{IEEE Transactions on Image Processing}} 9 1 , year={2000} } @incollection{b5, , title={{Kernel and nonlinear canonical correlation analysis}} , author={{ CFyfe } and { PLLai }} , journal={{International Journal of Neural Systems}} , year={2001} } @incollection{b6, , title={{Decision combination in multiple classifier systems}} , author={{ TKHo } and { JJHull } and { SNSrihari }} , journal={{IEEE Transactions on Pattern Analysis and Machine Intelligence}} 16 1 , year={1994} } @incollection{b7, , title={{Semi-Supervised Distance Metric Learning for Collaborative Image Retrieval and Clustering}} , author={{ SC HHoi } and { WLiu } and { SFChang }} 10.1145/1823746.1823752 , journal={{ACM Transactions on Multimedia Computing, Communications, and Applications}} 6 3 , year={2010} } @incollection{b8, , title={{Multiple classifiers for colour flag and trademark image retrieval}} , author={{ I-SHsieh } and { HCFan }} , journal={{IEEE Transactions on Image Processing}} 10 6 , year={2001} } @incollection{b9, , title={{Spatial template extraction for image retrieval by region matching}} , author={{ J-WHsieh } and { WEric } and { LGrimson }} , journal={{IEEE Transactions on Image Processing}} 12 11 , year={2003} } @incollection{b10, , title={{Image indexing using colour correlogram}} , author={{ JHuang } and { SRKunar } and { MMitra } and { WJZhu } and { RZabih }} , booktitle={{Proc. IEEE Comp. Soc. Conf. Comp. Vis. and Patt. Recog}} IEEE Comp. Soc. Conf. Comp. Vis. and Patt. Recog , year={1997. 1997} } @incollection{b11, , title={{An efficient and effective region-based image retrieval framework}} , author={{ FJing } and { MLi } and { HJZhang } and { BZhang }} , journal={{IEEE Transactions on Image Processing}} 13 5 , year={2004} } @incollection{b12, , title={{A novel region-based image retrieval method using relevance feedback}} , author={{ FJing } and { BZhang } and { FZLin } and { YWMa } and { HJZhang }} , booktitle={{Proc. 3 rd ACM Int. Workshop on Multimedia Information Retrieval}} 3 rd ACM Int. Workshop on Multimedia Information Retrieval , year={2001. MIR2001} } @incollection{b13, , title={{Handwritten numerical recognition based on multiple algorithm}} , author={{ FKimura } and { MShridhar }} , journal={{Pattern Recognition}} 24 10 , year={1991} } @incollection{b14, , title={{A simple computational model for image retrieval with weighted multifeatures based on orthogonal polynomials and genetic algorithm}} , author={{ RKrishnamoorthi } and { SSathiya Devi }} , journal={{Neurocomputing}} 116 , year={2013} } @incollection{b15, , title={{Image retrieval based on micro-structure descriptor}} , author={{ GHLiu } and { Z-YLib } and { LZhangc } and { YXud }} , journal={{Pattern Recognition}} 44 9 , year={2011} } @incollection{b16, , title={{Directional local extrema patterns: a new descriptor for content based image retrieval}} , author={{ SMurala } and { RPMaheshwari } and { RBalasubramanian }} , journal={{International journal of Multimedia Information Retrieval}} 1 3 , year={2012} } @book{b17, , title={{Photobook: Content-based manipulation of image databases. SPIE Storage and Retrieval for Image and Video Databases II}} , author={{ APentland } and { RPicard } and { Sclaroff }} , year={1994} } @incollection{b18, , title={{Image retrieval based on micro-level spatial structure features and content analysis using Full Range Gaussian Markov Random Field model}} , author={{ KSeetharaman }} , journal={{Engineering Applications of Artificial Intelligence}} 40 , year={2015} } @incollection{b19, , title={{Statistical framework for image retrieval based on multiresolution features and similarity method}} , author={{ KSeetharaman } and { MKamarasan }} , journal={{Multimedia Tools and Applications}} 73 3 , year={2014} } @incollection{b20, , title={{Statistical Distributional Approach for Scale and Rotation Invariant Colour Image Retrieval Using Multivariate Parametric tests and Orthogonality Condition}} , author={{ KSeetharaman } and { MJaikarthic }} , journal={{Journal of Visual Communication and Image Representation}} 25 5 , year={2014} } @incollection{b21, , title={{Image classification and querying using composite region templates}} , author={{ JRSmith } and { CSLi }} , journal={{Journal of Computer Vision and Image Understanding}} 75 12 , year={1999} } @incollection{b22, , author={{ ChSrinivasa Rao } and { SSrinivas Kumar } and { BNChatterji }} , booktitle={{Content based image retrieval using Contourlet Transform}} , year={2007} 7 } @incollection{b23, , title={{Storage and Retrieval for Image and Video Databases}} , author={{ MStricker } and { MOrengo }} , booktitle={{Proc. (SPIE 2420)}} SPIE 2420 , year={1995} , note={Similarity of colour images} } @incollection{b24, , title={{Multivariate Statistical Analysis}} , author={{ WSSun } and { LXChen }} , journal={{Information Retrieval}} 26 2 , year={1994. 1979} , publisher={Higher Education Press} , note={C. J.. nd ed.} } @incollection{b25, , title={{Scalable integrated region-based image retrieval using IRM and statistical clustering}} , author={{ JZWang } and { YPDu }} , booktitle={{Proc. ACM and IEEE Joint Conference on Digital Libraries}} ACM and IEEE Joint Conference on Digital Libraries , publisher={VA} , year={2001. 2001} } @incollection{b26, , title={{Geographic Image Retrieval Using Local Invariant Features}} , author={{ YYang } and { SNewsam }} , journal={{IEEE Transactions on Geoscience and remote Sensing}} 51 2 , year={2013} } @incollection{b27, , title={{A soft relevance framework in content-based image retrieval systems}} , author={{ K-HYap } and { KWu }} , journal={{IEEE Transactions on Circuits and Systems}} 15 2 , year={2005} } @book{b28, , title={{Multivariate Statistical Introduction}} , author={{ XTZhang } and { KKFang }} , year={1999} , publisher={Sciences Press} , address={Beijing} }