Content Based Image Retrieval Using BPNN and K-Mean Algorithm
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064


Downloads: 130 | Views: 722

Research Paper | Computer Science & Engineering | India | Volume 4 Issue 1, January 2015 | Popularity: 6.3 / 10


     

Content Based Image Retrieval Using BPNN and K-Mean Algorithm

Gurpreet Kaur, Mnupreet Kaur


Abstract: This research represents different techniques in content-based image retrieval. It includes the discussion about fundamental aspects of CBIR and features for Image Retrieval like color, texture and shape. We briefly discuss the similarity measures based on which matches are made and images are retrieved. Another important issue in content-based image retrieval is effective indexing and fast searching of images based on visual features. Dimension reduction and indexing schemes are also discussed. For content-based image retrieval, user interaction with the retrieval system is crucial since flexible formation and modification of queries can only be obtained by involving the user in the retrieval procedure. Finally Relevance feedback is discussed which helps in improving the performance of a CBIR system.


Keywords: CBIR, Image, RGB, BPNN, K-Mean Algorithm


Edition: Volume 4 Issue 1, January 2015


Pages: 82 - 86



Make Sure to Disable the Pop-Up Blocker of Web Browser


Text copied to Clipboard!
Gurpreet Kaur, Mnupreet Kaur, "Content Based Image Retrieval Using BPNN and K-Mean Algorithm", International Journal of Science and Research (IJSR), Volume 4 Issue 1, January 2015, pp. 82-86, https://www.ijsr.net/getabstract.php?paperid=SUB1547, DOI: https://www.doi.org/10.21275/SUB1547

Similar Articles

Downloads: 0

Research Paper, Computer Science & Engineering, India, Volume 12 Issue 1, January 2023

Pages: 131 - 141

Enhancing Fashion Image Retrieval with Multi-Modal Query and Zero-Shot Learning for Cross-Domain

Swathy S

Share this Article

Downloads: 3 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 11 Issue 4, April 2022

Pages: 1155 - 1159

Application of Elman Back Propagation Neural Network for Automatic Identification of Tabla Strokes in North Indian Classical Music

Shambhavi Shete, Saurabh Deshmukh

Share this Article

Downloads: 4 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Analysis Study Research Paper, Computer Science & Engineering, India, Volume 12 Issue 8, August 2023

Pages: 1710 - 1714

Implementation of BRISK and BRISK-I Algorithm for Feature Detection of Object

Abhrajeet Basak, Soham Basu, Aishi Kundu, Aditya Banerjee

Share this Article

Downloads: 100

Comparative Studies, Computer Science & Engineering, India, Volume 6 Issue 2, February 2017

Pages: 2147 - 2150

A Comparative Study of Algorithms used for Detection and Classification of Plant Diseases

Roshni C.R, Dr. M. Safish Mary

Share this Article

Downloads: 104

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 772 - 778

Framework using Diagnosis and CBIR System for Identifying Contrast Agent Concentration

Vinitha Kumari.G, Shivamurthy.R.C

Share this Article
Top