CFP last date
20 December 2024
Call for Paper
January Edition
IJCA solicits high quality original research papers for the upcoming January edition of the journal. The last date of research paper submission is 20 December 2024

Submit your paper
Know more
The week's pick
Responsive image
Improved Shuffled Frog Leaping Algorithm with Self-Adaptive Shuffling for Fuzzy Logic PD+G Controller Optimization in Robotic Manipulators

Duc Hoang Nguyen
Random Articles
Reseach Article

Variations in Shape Context Descriptor: A Survey

by Neha Bhuptani, Bjial Talati
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 90 - Number 12
Year of Publication: 2014
Authors: Neha Bhuptani, Bjial Talati
10.5120/15775-4541

Neha Bhuptani, Bjial Talati . Variations in Shape Context Descriptor: A Survey. International Journal of Computer Applications. 90, 12 ( March 2014), 29-33. DOI=10.5120/15775-4541

@article{ 10.5120/15775-4541,
author = { Neha Bhuptani, Bjial Talati },
title = { Variations in Shape Context Descriptor: A Survey },
journal = { International Journal of Computer Applications },
issue_date = { March 2014 },
volume = { 90 },
number = { 12 },
month = { March },
year = { 2014 },
issn = { 0975-8887 },
pages = { 29-33 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume90/number12/15775-4541/ },
doi = { 10.5120/15775-4541 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:10:53.751530+05:30
%A Neha Bhuptani
%A Bjial Talati
%T Variations in Shape Context Descriptor: A Survey
%J International Journal of Computer Applications
%@ 0975-8887
%V 90
%N 12
%P 29-33
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

There is a great significance of Image retrieval in multimedia and for image retrieval shape is one of the promising features. This paper presents a survey on one of the method of image retrieval based on shape. First, Shape context is described in this paper and the various versions of it that are implemented are given in detail. This paper gives a summarized view of all the methods of shape context in one single place. It investigates all the methods and gives a brief review. Shape context is descriptor that uses the global features of the shape.

References
  1. Khokher, Amandeep, and Rajneesh Talwar. "Content-based Image Retrieval: Feature Extraction Techniques and Applications. " In Conference proceedings. 2012.
  2. Pooja, Chandan Singh. "An Effective Image Retrieval System using Region and Contour based Features. "
  3. Yang, Mingqiang, KidiyoKpalma, and Joseph Ronsin. "A survey of shape feature extraction techniques. " Pattern recognition (2008): 43-90.
  4. Zhang, Dengsheng, and Guojun Lu. "Review of shape representation and description techniques. " Pattern recognition 37, no. 1 (2004): 1-19.
  5. Belongie, Serge, Jitendra Malik, and Jan Puzicha. "Shape matching and object recognition using shape contexts. " Pattern Analysis and Machine Intelligence, IEEE Transactions on 24, no. 4 (2002): 509-522.
  6. Lin, Chien-Chou, and Chun-Ting Chang. "A Fast Shape Context Matching Using Indexing. " In Genetic and Evolutionary Computing (ICGEC), 2011 Fifth International Conference on, pp. 17-20. IEEE, 2011
  7. Schlosser S. , and Beichel, R. "Fast Shape Retrieval Based on Shape Contexts" In Image and Signal Processing and Analysis, 2009. ISPA 2009.
  8. Ma, Tian-lei, Yun-peng Liu, Ze-lin Shi, and Jian Yin. "A shape context based Hausdorff similarity measure in image matching. " In ISPDI 2013-Fifth International Symposium on Photoelectronic Detection and Imaging, pp. 89070O-89070O. International Society for Optics and Photonics, 2013.
  9. Mori, Greg, Serge Belongie, and Jitendra Malik. "Efficient shape matching using shape contexts. " IEEE Transactions on Pattern Analysis and Machine Intelligence 27, no. 11 (2005): 1832-1837.
  10. Ling, Haibin, and David W. Jacobs. "Shape classification using the inner-distance. " Pattern Analysis and Machine Intelligence, IEEE Transactions on29, no. 2 (2007): 286-299.
  11. Rusiñol, Marçal, and JosepLladós. "Efficient logo retrieval through hashing shape context descriptors. " In Proceedings of the 9th IAPR International Workshop on Document Analysis Systems, pp. 215-222. ACM, 2010.
  12. Yang, Su, and Yuanyuan Wang. "Rotation invariant shape contexts based on feature-space Fourier transformation. " In Fourth International Conference on Image and Graphics. 2007.
Index Terms

Computer Science
Information Sciences

Keywords

Shape Context Content based image retrieval Contour based methods Object recognition.

Powered by PhDFocusTM