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Content Based Image Recovery Approaches Using Graphical Image Recovery Procedure (GIRP)

M.S. Kumar1 , A.I. Mercy2

Section:Research Paper, Product Type: Journal Paper
Volume-2 , Issue-9 , Page no. 151-157, Sep-2014

Online published on Oct 04, 2014

Copyright © M.S. Kumar, A.I. Mercy . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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IEEE Style Citation: M.S. Kumar, A.I. Mercy, “Content Based Image Recovery Approaches Using Graphical Image Recovery Procedure (GIRP),” International Journal of Computer Sciences and Engineering, Vol.2, Issue.9, pp.151-157, 2014.

MLA Style Citation: M.S. Kumar, A.I. Mercy "Content Based Image Recovery Approaches Using Graphical Image Recovery Procedure (GIRP)." International Journal of Computer Sciences and Engineering 2.9 (2014): 151-157.

APA Style Citation: M.S. Kumar, A.I. Mercy, (2014). Content Based Image Recovery Approaches Using Graphical Image Recovery Procedure (GIRP). International Journal of Computer Sciences and Engineering, 2(9), 151-157.

BibTex Style Citation:
@article{Kumar_2014,
author = {M.S. Kumar, A.I. Mercy},
title = {Content Based Image Recovery Approaches Using Graphical Image Recovery Procedure (GIRP)},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {9 2014},
volume = {2},
Issue = {9},
month = {9},
year = {2014},
issn = {2347-2693},
pages = {151-157},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=269},
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=269
TI - Content Based Image Recovery Approaches Using Graphical Image Recovery Procedure (GIRP)
T2 - International Journal of Computer Sciences and Engineering
AU - M.S. Kumar, A.I. Mercy
PY - 2014
DA - 2014/10/04
PB - IJCSE, Indore, INDIA
SP - 151-157
IS - 9
VL - 2
SN - 2347-2693
ER -

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Abstract

This document stretches a transitory account of a scheme industrialized for redeemable images alike to an enquiry image after a big set of distinct images. It shadows an image division based tactic to excerpt the dissimilar topographies current in an image. These topographies are stowed in vectors called eye vectors and likened to the eye vectors of enquiry image and thus, the image catalogue is organized in lessening instruction of similarity. Dissimilar after outdated dimensionality discount procedures such as Principal constituent examination (PCA) and lined differentiate examination (LDA), which professionally see only the worldwide euclidean structure, GIRP is envisioned for knowledge the local various structure. Therefore, GIRP is probable to be additional appropriate for image retrieval, where adjacent national hunt is usually involved. After projecting the images hooked on an inferior dimensional subspace, the pertinent images become earlier to the enquiry image; thus, the recovery presentation can be enhanced.

Key-Words / Index Term

CBIR, Hyper media info system, Image retrival, Significaance reply image eye extraction, Image analysis, Image search, Image resemblance

References

[1] Ponciano-Silva, M. ; Dept. of Comput. Sci., Univ. of Sao Paulo at Sao Carlos, Sao Carlos, Brazil ; Souza, J.P. ; Bugatti, P.H. ; Bedo, M.V.N. more authors �Does a CBIR system really impact decisions of physicians in a clinical environment?� Published in: Computer-Based Medical Systems (CBMS), 2013 IEEE 26th International Symposium on Date of Conference: 20-22 June 2013 Page(s): 41 � 46.
[2] Marques, O. ; Dept. of Comput. Sci. & Eng., Florida Atlantic Univ., Boca Raton, FL ; Mayron, L.M. ; Borba, G.B. ; Gamba, H.R. �On the Potential of Incorporating Knowledge of Human Visual Attention into Cbir Systems� Published in: Multimedia and Expo, 2006 IEEE International Conference on Date of Conference: 9-12 July 2006 Page(s): 773 � 776.
[3] ShiXi Tang ; Nationalities Inf. Acad., Northwest Univ., Lanzhou ; WeiLan Wang ; HuaMing Liu ; Hui Xie more authors �Further Study on the Design of Multi-language Web CBIR Searching Engine Based on MAS� Published in: Pervasive Computing and Applications, 2006 1st International Symposium on Date of Conference: 3-5 Aug. 2006 Page(s): 658 � 662.
[4] Borowski, M. ; German Nat. Res. Center for Comput. Sci., St. Augustin, Germany ; Brocker, L. ; Heisterkamp, S. ; Loffler, J. �Structuring the visual content of digital libraries using CBIR systems� Published in: Information Visualization, 2000. Proceedings. IEEE International Conference on Date of Conference: 2000 Page(s): 288 � 293.
[5] Yihua Lan ; Sch. of Comput. Eng., Huaihai Inst. of Technol., Lianyungang, China ; Haozheng Ren ; Yong Zhang ; Hongbo Yu �Similarity in Mammography CAD Using CBIR Approach: A Validation Study� Published in: Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2012 4th International Conference on (Volume:2 ) Date of Conference: 26-27 Aug. 2012 Page(s): 373 � 376.
[6] Pereira, M.H.R. ; Lab. de Pesquisas Interdisciplinares em Informacao Multimidia, Centro Fed. de Educ. Tecnol. de Minas Gerais, Belo Horizonte, Brazil ; Padua, F.L.C. ; Silva, G.D. ; Assis, G.T. more authors �A multimedia information system to support the discourse analysis of video recordings of television programs� Published in: Information Systems and Technologies (CISTI), 2012 7th Iberian Conference on Date of Conference: 20-23 June 2012 Page(s): 1 � 6.
[7] Merlet, J.F. ; U.R.A.CO.M., Ramonville Saint-Agne, France ; Nadalin, C. ; Soutou, C. ; Lapujade, A. more authors �Toward a design method of a multimedia information system� Published in: Systems, Man and Cybernetics, 1993. `Systems Engineering in the Service of Humans`, Conference Proceedings., International Conference on Date of Conference: 17-20 Oct 1993 Page(s): 367 - 372 vol.4.
[8] Zhang Xinchen ; Coll. of Phys. Sci. & Technol., Central China Normal Univ., Wuhan ; Liu Shouyin ; Huang Mei �Wireless Video Access for Talent Market Multimedia Information System� Published in: Business and Information Management, 2008. ISBIM `08. International Seminar on (Volume: 1) Date of Conference: 19-19 Dec. 2008 Page(s): 63 � 66.
[9] Shu-Ching Chen ; Sch. of Comput. Sci., Florida Int. Univ., Miami, FL, USA ; Sista, Srinivas ; Mei-Ling Shyu ; Kashyap, R. �Augmented transition networks as video browsing models for multimedia databases and multimedia information systems� Published in: Tools with Artificial Intelligence, 1999. Proceedings. 11th IEEE International Conference on Date of Conference: 1999 Page(s): 175 � 182.
[10] Weber, M. ; Dept. for Distributed Syst., Ulm Univ., Germany ; Gumhold, M. �Developing a municipal multimedia information system� Published in: EUROMICRO 97. `New Frontiers of Information Technology`. Short Contributions., Proceedings of the 23rd Euromicro Conference Date of Conference: 1-4 Sep 1997 Page(s): 88 � 93.
[11] En Cheng ; Case Western Reserve Univ., Cleveland, OH, USA ; Feng Jing ; Chao Zhang ; Lei Zhang �Search Result Clustering Based Relevance Feedback for Web Image Retrival� Published in: Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on (Volume:1 ) Date of Conference: 15-20 April 2007 Page(s): I-961 - I-964.
[12] Zhongwei Li ; Coll. of Software, Nankai Univ., Tianjin, China ; Chiahung Wei ; Yue Li ; Tsaiyang Sun �Research of shoeprint image stream retrival algorithm with scale-invariance feature transform� Published in: Multimedia Technology (ICMT), 2011 International Conference on Date of Conference: 26-28 July 2011 Page(s): 5488 � 5491.
[13] Unay, D. ; Video Process. & Anal. Group, Philips Res. Eur., Eindhoven ; Ekin, A.� Intensity versus texture for medical image search and retrival� Published in: Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on Date of Conference: 14-17 May 2008 Page(s): 241 � 244.
[14] Mohanapriya, S. ; M. Kumarasamy Coll. of Eng., Karur, India ; Vadivel, M. �Automatic retrival of MRI brain image using multiqueries system� Published in: Information Communication and Embedded Systems (ICICES), 2013 International Conference on Date of Conference: 21-22 Feb. 2013 Page(s): 1099 � 1103.
[15] Ghosh, S. ; Dept. of Appl. Opt. & Photonics, Univ. of Calcutta, Kolkata, India ; Ghosh, A. �Content based retrival of malaria positive images from a clinical database� Published in: Image Information Processing (ICIIP), 2013 IEEE Second International Conference on Date of Conference: 9-11 Dec. 2013 Page(s): 313 � 318.
[16] Qingming Zhan ; Molenaar, M. ; Yinghui Xiao �Hierarchical object-based image analysis of high-resolution imagery for urban land use classification� Published in: Remote Sensing and Data Fusion over Urban Areas, IEEE/ISPRS Joint Workshop 2001 Date of Conference: 2001 Page(s): 35 � 39.
[17] Leiguang Gong ; IBM Thomas J. Watson Res. Center, Hawthorne, NY, USA ; Kulikowski, C.A. �Defining spatial context for focused image analysis� Published in: Systems, Man, and Cybernetics, 2001 IEEE International Conference on (Volume:2 ) Date of Conference: 2001 Page(s): 1184 - 1187 vol.2.
[18] Kosir, A. ; Fac. of Electr. Eng., Ljubljana Univ., Slovenia ; Tasic, J.F.� Formal system based on fuzzy logic applied to digital image scene analysis� Published in: Electrotechnical Conference, 2002. MELECON 2002. 11th Mediterranean Date of Conference: 2002 Page(s): 409 � 413.
[19] Braga-Neto, U. ; Virology & Exp. Therapy Lab., Aggeu Magalhaes Res. Center, Recife, Brazil ; Goutsias, J. �Object-based image analysis using multiscale connectivity� Published in: Pattern Analysis and Machine Intelligence, IEEE Transactions on (Volume:27 , Issue: 6 )Date of Publication: June 2005 Page(s): 892 � 907.
[20] Suapang, P. ; Dept. of Telecommun. Eng., King Mongkut``s Inst. of Technol. Ladkrabang, Bangkok, Thailand ; Dejhan, K. ; Yimmun, S. �Medical Image Archiving, Processing, Analysis and Communication System for Teleradiology� Published in: TENCON 2010 - 2010 IEEE Region 10 Conference Date of Conference: 21-24 Nov. 2010 Page(s): 339 � 345.
[21] Xiaoou Tang ; Dept. of Inf. Eng., Chinese Univ. of Hong Kong, Shatin, China ; Ke Liu ; Jingyu Cui ; Fang Wen more authors �IntentSearch: Capturing User Intention for One-Click Internet Image Search� Published in: Pattern Analysis and Machine Intelligence, IEEE Transactions on (Volume:34 , Issue: 7 ) Date of Publication: July 2012 Page(s): 1342 � 1353.
[22] Xinmei Tian ; Dept. of Electron. Eng. & Inf. Sci., Univ. of Sci. & Technol. of China, Hefei, China ; Yijuan Lu ; Linjun Yang �Query Difficulty Prediction for Web Image Search� Published in: Multimedia, IEEE Transactions on (Volume:14 , Issue: 4 ) Date of Publication: Aug. 2012 Page(s): 951 � 962.
[23] Shikui Wei ; Beijing Key Lab. of Adv. Inf. Sci. & Network Technol., Beijing Jiaotong Univ., Beijing, China ; Dong Xu ; Xuelong Li ; Yao Zhao �Joint Optimization Toward Effective and Efficient Image Search� Published in: Cybernetics, IEEE Transactions on (Volume:43 , Issue: 6 ) Date of Publication: Dec. 2013 Page(s): 2216 � 2227.
[24] Jun Huang ; Shanghai Key Lab. of Digital Media Process. & Transmissions, Shanghai Jiao Tong Univ., Shanghai, China ; Xiaokang Yang ; Rui Zhang ; Xiangzhong Fang �Re-ranking image search results by multiscale visual saliency model� Published in: Broadband Multimedia Systems and Broadcasting (BMSB), 2010 IEEE International Symposium on Date of Conference: 24-26 March 2010 Page(s): 1 � 4.
[25] Yushi Jing ; Google Res., Mountain View, CA, USA ; Covell, M. ; Tsai, D. ; Rehg, J.M. �Learning Query-Specific Distance Functions for Large-Scale Web Image Search� Published in: Multimedia, IEEE Transactions on (Volume:15 , Issue: 8 ) Date of Publication: Dec. 2013 Page(s): 2022 � 2034.