Downloads: 152
M.Tech / M.E / PhD Thesis | Electronics & Communication Engineering | India | Volume 7 Issue 5, May 2018
Content Based Image Retrieval Using Shape, Color and Texture
Nallakkagari Phani Kumar
Abstract: The increased need of content based image retrieval technique can be found in a number of different domains such as data mining, education, medical imaging, crime prevention, weather forecasting, remote sensing and management of earth resources. Here, we present the content based image retrieval, using features like texture, shape and color, using wavelets termed as WBCHIR (Wavelet Based Color Histogram Image Retrieval). The results are found to be satisfactory with retrieval efficiency of 85 % and recall of 76.2 %. the feature set used has 72 feature values derived from 4 scale & 6 orientation with mean, standard deviation and energy measures. With increase in image based searching and also increase in volume of image database information on web has been substantially exploited based on visual clues. An effective and computationally efficient algorithms has been topic of internet amongst researches. In this work an image database with more than 1000 images and having atleast 10 categories is used and tested with WBCHIR method.
Keywords: CBIR, WBCHIR, CATEGORIES, COLOR HISTOGRAM, SCALE, ORIENTATION, ALGORITHMS, COLOR, SHAPE, TEXTURE, GABOR FILTERS
Edition: Volume 7 Issue 5, May 2018,
Pages: 1151 - 1158
How to Cite this Article?
Nallakkagari Phani Kumar, "Content Based Image Retrieval Using Shape, Color and Texture", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=ART20182457, Volume 7 Issue 5, May 2018, 1151 - 1158
How to Share this Article?
Similar Articles with Keyword 'CBIR'
Downloads: 98
Survey Paper, Electronics & Communication Engineering, India, Volume 4 Issue 12, December 2015
Pages: 2201 - 2206Survey paper on Sketch Based and Content Based Image Retrieval
Prachi A. Gaidhani, Prof. Bagal S. B.
Downloads: 103
Review Papers, Electronics & Communication Engineering, India, Volume 4 Issue 3, March 2015
Pages: 2338 - 2342Various Shape Descriptors in Image Processing ? A Review
Preetika DSilva, P. Bhuvaneswari
Similar Articles with Keyword 'CATEGORIES'
Downloads: 108
Research Paper, Electronics & Communication Engineering, Sudan, Volume 4 Issue 5, May 2015
Pages: 1949 - 1953Comparison of Detection Techniques in Spectrum Sensing
Salma Ibrahim AL haj Mustafa, Amin Babiker A/Nabi Mustafa
Downloads: 109
Survey Paper, Electronics & Communication Engineering, India, Volume 4 Issue 4, April 2015
Pages: 3138 - 3140Routing Attacks in Wireless Ad Hoc Networks - A Survey
Joseena M Jose, Deepthi P M
Similar Articles with Keyword 'COLOR HISTOGRAM'
Downloads: 100
Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015
Pages: 2603 - 2606Object Tracking Using Joint Color-Texture Histogram
Pallavi C. Hingane, S. A. Shirsat
Downloads: 116
Review Papers, Electronics & Communication Engineering, India, Volume 7 Issue 5, May 2018
Pages: 1644 - 1646A Review on Flower Classification Using Neural Network Classifier
Archana L. Lakesar
Similar Articles with Keyword 'SCALE'
Downloads: 127
Research Paper, Electronics & Communication Engineering, India, Volume 7 Issue 6, June 2018
Pages: 1662 - 1664Enhancement of Gray Level Image by Fuzzy and Filter Technique
Monalisa Pandey, Pankaj Sharma
Downloads: 1
Student Project, Electronics & Communication Engineering, India, Volume 10 Issue 8, August 2021
Pages: 427 - 432A Review on Power Electronics in Renewable Source of Energy
Rishabh Upadhyay
Similar Articles with Keyword 'ORIENTATION'
Downloads: 103
Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 9, September 2015
Pages: 1263 - 1271Energy Audit of an Existing Building: Cooling Load Approach
Divya Jain
Downloads: 106
Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015
Pages: 2466 - 2469Data Protection Using Virtual Identity and Modified RSA
Rishin Ali K, Mohammed Aslam V.N
Similar Articles with Keyword 'ALGORITHMS'
Downloads: 151
Research Paper, Electronics & Communication Engineering, Cameroon, Volume 8 Issue 5, May 2019
Pages: 1419 - 1427Planning and Optimization Approach using Genetic Algorithms of a New Generation Cellular Network Capitalizing on the Existing Sites
Raphael Nlend, Emmanuel Tonye
Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Electronics & Communication Engineering, India, Volume 10 Issue 8, August 2021
Pages: 509 - 513A CNN Based Embedded System for Improved Face Recognition
Sowmya .R, J. Jhansi
Similar Articles with Keyword 'COLOR'
Downloads: 95
M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 6, June 2014
Pages: 2276 - 2281Skin based Data hiding in Images by Using Haar and db2 DWT Techniques
Swapnali Zagade, Smita Bhosale
Downloads: 98
Survey Paper, Electronics & Communication Engineering, India, Volume 4 Issue 12, December 2015
Pages: 2201 - 2206Survey paper on Sketch Based and Content Based Image Retrieval
Prachi A. Gaidhani, Prof. Bagal S. B.
Similar Articles with Keyword 'SHAPE'
Downloads: 94
Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 4, April 2014
Pages: 818 - 823Designing of Bandwidth Improved h Shaped Microstrip Patch Antenna for Bluetooth Applications Using Ansoft HFSS
Chaitali J. Ingale, Anand. K. Pathrikar
Downloads: 98
Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 11, November 2015
Pages: 2397 - 2400Design a Uplink-Downlink Reconfigurable Patch Antenna for Modern Space Application
Naman Mehrotra, Dr. K. M. Singh, Shashibhushan Sharma
Similar Articles with Keyword 'TEXTURE'
Downloads: 98
M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 11, November 2015
Pages: 983 - 987Classification of Age from Facial Features of Humans
Poonam Shirode, S. M. Handore
Downloads: 98
Survey Paper, Electronics & Communication Engineering, India, Volume 4 Issue 12, December 2015
Pages: 2201 - 2206Survey paper on Sketch Based and Content Based Image Retrieval
Prachi A. Gaidhani, Prof. Bagal S. B.
Similar Articles with Keyword 'GABOR FILTERS'
Downloads: 106
M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 12, December 2014
Pages: 703 - 707Log Gabor Filter Based Feature Detection in Image Verification Application
P. Pradeep Kumar, I. Krishna Rao
Downloads: 144
M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 6, June 2014
Pages: 266 - 268Defect Detection in Fabric Materials
Anuradha Late, Shweta Jain