Integration of Discrete Wavelet Transform, DBSCAN, and Classifiers for Efficient Content Based Image Retrieval

Integration of Discrete Wavelet Transform, DBSCAN, and Classifiers for Efficient Content Based Image Retrieval

In the domain of computer vision, the efficient representation of an image feature vector for the retrieval of images remains a significant problem. Extensive research has been undertaken on Content-Based Image Retrieval (CBIR) using various descriptors, and machine learning algorithms with certain...

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Bibliographic Details
Main Authors: Muhammad Junaid Khalid, Muhammad Irfan, Tariq Ali, Muqaddas Gull, Umar Draz, Adam Glowacz, Maciej Sulowicz, Arkadiusz Dziechciarz, Fahad Salem AlKahtani, Shafiq Hussain
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Electronics
Subjects:
content-based image retrieval (CBIR)
discrete wavelet transform (DWT)
features extraction
support vector machine (SVM)
decision tree
performance evaluation
Online Access:https://www.mdpi.com/2079-9292/9/11/1886

Internet

https://www.mdpi.com/2079-9292/9/11/1886

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