Content Based Image Processing
Abstract & Details
Research Area
Information Technology Engineering
Keywords
—Bag of visual words(BoVW)
Gist
Histogram of orientation gradient(HoG)
Scale invariant feature transform (SIFT)
Harris corner point detection
Content based image retrieval(CBIR)
Abstract
Content based image retrieval is the task of retrieving the images from the large collection of database on the basis of their own visual content.In CBIR, each image that is stored in the database has its features extracted and compared to the features of the query image. It involves two steps:FeatureExtractionistheprocess is extracting image features to a distinguishable extent.Matching is the second step involves matching these features to yield a result that is visually similar. To increase efficiency, accuracy and speed of the image retrieval from the large dataset, the second approach known as Content-Based Image Retrieval (CBIR) techniques are used. In a CBIR system, images are automatically indexed by visualizing their valued features such as color, texture, and shape. Theperformance of Content-Based Image Retrieval (CBIR) system depends on efficient feature extraction and accurate retrieval of similar images.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Dipali Shanayya Telangi | PCCOE |
| 2 | Mansi Abhay Sonawane | PCCOE |
| 3 | Roshni Shinde | PCCOE |
| 4 | Buddhapriya Shinde | PCCOE |
| 5 | Jaya Dewan | PCCOE |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Telangi, Dipali Shanayya, Sonawane, Mansi Abhay, Shinde, Roshni, Shinde, Buddhapriya, & Dewan, Jaya (2019). Content Based Image Processing. International Journal of Advance Research and Innovative Ideas In Education, 5(2), 2713-2719.
MLA Style
Telangi, Dipali Shanayya, et al. "Content Based Image Processing." International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 2, 2019, pp. 2713-2719.
IEEE Style
Dipali Shanayya Telangi, Mansi Abhay Sonawane, Roshni Shinde, Buddhapriya Shinde, and Jaya Dewan, "Content Based Image Processing," International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 2, pp. 2713-2719, 2019.
Vancouver Style
Telangi Dipali Shanayya, Sonawane Mansi Abhay, Shinde Roshni, Shinde Buddhapriya, Dewan Jaya. Content Based Image Processing. International Journal of Advance Research and Innovative Ideas In Education. 2019;5(2):2713-2719.
Harvard Style
Telangi, Dipali Shanayya, Sonawane, Mansi Abhay, Shinde, Roshni, Shinde, Buddhapriya, & Dewan, Jaya (2019) 'Content Based Image Processing', International Journal of Advance Research and Innovative Ideas In Education, 5(2), pp. 2713-2719.
Chicago Style
Telangi, Dipali Shanayya, et al. "Content Based Image Processing." International Journal of Advance Research and Innovative Ideas In Education 5, no. 2 (2019): 2713-2719.
Turabian Style
Telangi, Dipali Shanayya, et al. "Content Based Image Processing." International Journal of Advance Research and Innovative Ideas In Education 5, no. 2 (2019): 2713-2719.
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