Image Similarity Measure using Color Histogram, Color Coherence Vector, and Sobel Method
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Research Paper | Computer Science & Engineering | India | Volume 2 Issue 1, January 2013

Image Similarity Measure using Color Histogram, Color Coherence Vector, and Sobel Method

Kalyan Roy, Joydeep Mukherjee

Image Retrieval means searching, browsing, and retrieving the images from an image database. Two different methods are used for image retrieval, namely text based image retrieval and content based image retrieval techniques. But now Text based search technique is old one. In Content Based Image Retrieval many visual feature like color, shape, and texture are extracted, next when we query an image its feature are compared with the stored feature and we get most similar kind of image. In our proposed method we firstly extract low level image feature like- color histogram, color coherence vector. Then we add edge detection technique sobel edge detection method to get better output. Finally we use Manhattan distance to find the similar images from our database.

Keywords: Histogram, Color Coherence Vector, Sobel Edge detection method, Manhattan distance

Edition: Volume 2 Issue 1, January 2013

Pages: 538 - 543

Share this Article

How to Cite this Article?

Kalyan Roy, Joydeep Mukherjee, "Image Similarity Measure using Color Histogram, Color Coherence Vector, and Sobel Method", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=IJSRON2013311, Volume 2 Issue 1, January 2013, 538 - 543

100 PDF Views | 76 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Histogram'

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2515 - 2518

Ameliorating Brain Image Segmentation Using Fuzzy Clustering Techniques

Sana Tak, Toran Verma

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 1467 - 1471

XOR Encryption Based Video Steganography

Ramandeep Kaur, Pooja

Share this Article

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

Pages: 762 - 767

Reversible Data Hiding in Encrypted Images

Chaple Gopal, G Balram

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2472 - 2475

Mining Interaction Patterns among Brain Regions by Clustering Based Interactive K-Means

Amruta S. Chougule, S. A. Bajpai

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 984 - 987

Image Analysis Based System for Automatic Detection of Malarial Parasite in Blood Images

Varsha Waghmare, Syed Akhter

Share this Article

Similar Articles with Keyword 'Sobel Edge detection method'

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 1, January 2013

Pages: 538 - 543

Image Similarity Measure using Color Histogram, Color Coherence Vector, and Sobel Method

Kalyan Roy, Joydeep Mukherjee

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 7 Issue 12, December 2018

Pages: 921 - 925

Intelligent Parking Space Detection System using Sobel Edge Detection in Open CV

Roma Jain, Jijo S. Nair

Share this Article

Similar Articles with Keyword 'Manhattan distance'

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 2101 - 2104

Analysis of Distance Measures Using K-Nearest Neighbor Algorithm on KDD Dataset

Punam Mulak, Nitin Talhar

Share this Article

Research Paper, Computer Science & Engineering, Iraq, Volume 6 Issue 5, May 2017

Pages: 2591 - 2596

Detection System of Varicose Disease using Probabilistic Neural Network

Mayes M. Hoobi, Qaswaa A.

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 834 - 838

Survey on Implementation of Radiological Image Retrieval in CBIR System

Nabin Newar, Sandeep Kumar.S

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 1, January 2013

Pages: 538 - 543

Image Similarity Measure using Color Histogram, Color Coherence Vector, and Sobel Method

Kalyan Roy, Joydeep Mukherjee

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 6 Issue 1, January 2017

Pages: 2084 - 2087

Efficient Seed and K-Value Selection in K-Means Clustering using Relative Weight and New Distance Metric

Premsagar Dandge, Aruna Gupta

Share this Article
Top