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Reseach Article

Content based Object Observation for Image Retrieval

by Asif Khan, Jian-ping Li, Riaz Ahmed Shaikh
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 113 - Number 5
Year of Publication: 2015
Authors: Asif Khan, Jian-ping Li, Riaz Ahmed Shaikh
10.5120/19823-1660

Asif Khan, Jian-ping Li, Riaz Ahmed Shaikh . Content based Object Observation for Image Retrieval. International Journal of Computer Applications. 113, 5 ( March 2015), 18-21. DOI=10.5120/19823-1660

@article{ 10.5120/19823-1660,
author = { Asif Khan, Jian-ping Li, Riaz Ahmed Shaikh },
title = { Content based Object Observation for Image Retrieval },
journal = { International Journal of Computer Applications },
issue_date = { March 2015 },
volume = { 113 },
number = { 5 },
month = { March },
year = { 2015 },
issn = { 0975-8887 },
pages = { 18-21 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume113/number5/19823-1660/ },
doi = { 10.5120/19823-1660 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:50:10.616517+05:30
%A Asif Khan
%A Jian-ping Li
%A Riaz Ahmed Shaikh
%T Content based Object Observation for Image Retrieval
%J International Journal of Computer Applications
%@ 0975-8887
%V 113
%N 5
%P 18-21
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Vision is the most advance of our senses, so it is not surprising that image play the single most important role in human perception. A logical place of overlap of image's processing and their analysis is recognition of object. To extract attributes from image up to include the reorganization of individual object, analysis of text, extracting characters, describing, recognition that and then use in Doman knowledge with analysis of complexity for making sense become vision. This all steps required integration, for that towards vision, from image processing to analysis till goal a new model "SHODHNI". Than model proceed for improvement of pictorial information, storage image data, transmission and representation and then attributes as sense with observation based on task limit and that follow real environment learning. To make that learning possible this model support with offline database also provide and follow full online cloud robo as big data scenario.

References
  1. Najmenik, J. , Geisler, W. , S. , "Optimal Eye Movement Strategies in Visual Search", Nature 434(3), pp. 387-391, 2005.
  2. Siagian, C. , Itti, L. , "Rapid Biological-Inspired Scene Classification Using Features Shared with Visual Attention", IEEE Trans. on Pattern Analysis and Machine Intelligence, 29(2), pp. 300-312, 2007.
  3. Burt, P. , J. , Adelson, E. , H. , "The Laplacian Pyramid As a Compact Image Code" IEEE Trans. on Communication , 31(4), pp. 532-540, 1983.
  4. Afraz, S. , R. , Kiani, R. , Esteky, H. , "Micro simulation of Infer temporal Cortex Influences Face Categorization, Nature 442, pp. 692-695, 2006.
  5. Afraz, D. , A. , Boundar, I. , V. , Giese, M. , A. , "Norm Based Face Encoding By Single Neurons in The Mokey Infer temporal Cortex", Nature 442, pp. 572-575, 2006.
  6. Neocognitron, K. , F. , "A Self-Organizing Neural Network Model for a Mechanism of Pattern Recognition unaffected by shift in position Biological Cybemetics. 36(4), pp. 193-202, 1980.
  7. Rolls, E. T. , Milward, T. , "A Model of Invariant Object Recognition in the Visual System: Learning. .
  8. K. Barnard, P. Duygulu, D. Forsyth, N. D. Freitas, D. M. Blei, and M. I. Jordan (2003), "Matching Words and Pictures", the Journal of Machine Learning Research, vol. 3, pp. 1107–1135, 2003.
  9. D. Djordjevic and E. Izquierdo (2007), "An Object- and User-Driven System for Semantic-Based Image Annotation and Retrieval", Circuits and Systems for Video Technology, IEEE Transactions on, vol. 17, no. 3, pp. 313–323, 2007.
  10. Y. Zhang, C. Xu, YongRui, J. WANG, H. Lu (2007), "Semantic Event Extraction from Basketball Games using Multi-Modal Analysis", Multimedia and Expo, 2007 IEEE International Conference on, 2-5 July 2007.
  11. Najmenik, J. , Geisler, W. , S. , "Optimal Eye Movement Strategies in Visual Search", Nature 434(3), pp. 387-391, 2005.
  12. Itti, L. , Koch, C. , Niebur, E. , "Model of Saliency-Based Visual Attention for Rapid Scene Analysis", IEEE Trans. on Pattern Analysis and Machine Learning, 20(11), pp. 1254-1259, 1998.
  13. Walther, D. , Koch, C. , "Modeling Attention to Salient Proto-Objects", Neural Networks, 19(9), pp. 1395-1407, 2006.
  14. Itti, L. , Koch, C. , "Computational Model of Visual Attention", Nature Reviews Neuroscience, 2(3), pp. 194-203, 2001.
  15. Chen, Z. , Han, J. , Ngan, K. , N. , "Dynamic Bit Allocation for Multiple Video Object Coding", IEEE Trans. on Multimedia 8(6), pp. 1117-1124, 2006.
Index Terms

Computer Science
Information Sciences

Keywords

Artificial Intelligence Cloud Computing Big Data Content Based Image Retrieval Image Analysis Vision