Fill Details

Get free expert guidance within 24 Hours

Content based image retrieval using color feature extraction approach

  • 20% Off
    Project Pack with
    Online / Onsite Training Program
    7325
    5860
    What you will get
Project Description

This M.tech based project that is based on the extraction of the features of the image that is based on the content based image retrieval. Image retrieval is the process of browsing, searching and retrieving images from the large database of digital images. In this project an approach for Content Based Image Retrieval is to be developed on the basis of the color in order to reduce the classification process complexity. The retrieval of images based on their content is called as Content Based Image Retrieval. The man objective of the project is to develop a feature extraction approach for which a dataset is created, on the basis of the color the feature of the image are selected. This is an efficient approach for the feature extraction. As the color is selected and on the basis of the particular color selected the feature of the image are extracted that are used for further classification .Computing distance measures based on color similarity is achieved by computing a color histogram for each image that identifies the proportion of pixels within an image holding specific values. This project describes a content based image retrieval technique for extracting the feature of the image. The feature are selected on the basis of the color content of the image and the basis of this the feature of the images are extracted.

Modules Used
Histogram Equalization
MAT1_img
Basic Matlab
MAT2_img
MATLAB GUI
Related Training Modules
  • img
    Matlab Basics and Image Processing And GUI Development

    Image processing usually refers to digital image processing, but optical and analog also are possible. image processing is any form of signal processing for which the input is an image, such as a photograph or video frame; the output of image processing may be either an image or a set of characteristics or parameters related to the image. MATLAB allows you to deal easily with images and video, audio then any other software. Graphical user interface (GUI) is an application provided by MATLAB, with help of which bank end and front end work is simplified. It is a graphical interface between the user and the coder. Algorithm development is central to image processing and computer vision because each situation is unique, and good solutions require multiple design iterations. GUI provides a comprehensive environment to gain insight into your image and video data, develop algorithms, and explore implementation tradeoffs. It is having easy introduction to images. It is used in form making, p

    Read More

Sign up to GET 10 to 20% Discount