Universiti Teknologi Malaysia Institutional Repository

An image-based multimedia database and efficient detection though features

Ejaz, Khurram and Rahim, Mohd. Shafrymohd and Rehman, Amjad and Ejaz, Farhan (2019) An image-based multimedia database and efficient detection though features. VFAST Transactions on Software Engineering, 7 (1). pp. 6-15. ISSN 2309-3978


Official URL: http://dx.doi.org/10.21015/vtse.v14i1.536


Accurate feature detection during Image retrieval is important, data retrieves through image retrieval methods like CBIR and CBIR higher dimension data also need storage and access through different methods, content-based Image retrieval uses query like query by feature and query by example. More focus has made on accurate feature detection because need accurate feature retrieval. In simple words objectives are, to develop methods with sequence to classify features with normalization for efficient image retrieval from bulk dataset and also to improve method for local and global feature retrieval with automatic feature detection along accuracy. After study of different detection-based system, a methodology has been proposed which improves retrieval based on feature detection and feature detection had been improve with combination DWT+PCA+KSVM (polygon kernel +RBF kernel + Linear Kernel).

Item Type:Article
Uncontrolled Keywords:Image content, Content bases Image retrieval, Semantics, Query by feature, Query by example
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
ID Code:88354
Deposited By: Fazli Masari
Deposited On:15 Dec 2020 08:01
Last Modified:15 Dec 2020 08:01

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