Content‐Based Image Retrieval and Feature Extraction: A Comprehensive Review

A Latif, A Rasheed, U Sajid, J Ahmed… - Mathematical …, 2019 - Wiley Online Library
Multimedia content analysis is applied in different real‐world computer vision applications,
and digital images constitute a major part of multimedia data. In last few years, the …

Cross-domain image retrieval: methods and applications

X Zhou, X Han, H Li, J Wang, X Liang - International Journal of Multimedia …, 2022 - Springer
Cross-domain images have been witnessed in an increasing number of applications. This
new trend triggers demands for cross-domain image retrieval (CDIR), which finds images in …

An effective hybrid framework for content based image retrieval (CBIR)

UA Khan, A Javed, R Ashraf - Multimedia Tools and Applications, 2021 - Springer
In recent years, we have witnessed a massive growth in the generation of images on the
cyberspace which demands to develop automated solutions for effective content …

Content-based image retrieval and semantic automatic image annotation based on the weighted average of triangular histograms using support vector machine

Z Mehmood, T Mahmood, MA Javid - Applied Intelligence, 2018 - Springer
In recent years, the rapid growth of multimedia content makes content-based image retrieval
(CBIR) a challenging research problem. The content-based attributes of the image are …

A novel discriminating and relative global spatial image representation with applications in CBIR

B Zafar, R Ashraf, N Ali, MK Iqbal, M Sajid, SH Dar… - Applied Sciences, 2018 - mdpi.com
The requirement for effective image search, which motivates the use of Content-Based
Image Retrieval (CBIR) and the search of similar multimedia contents on the basis of user …

Image retrieval by addition of spatial information based on histograms of triangular regions

N Ali, KB Bajwa, R Sablatnig, Z Mehmood - Computers & Electrical …, 2016 - Elsevier
The compositional and content attributes of images carry information that enhances the
performance of image retrieval. Standard images are constructed by following the rule of …

A hybrid geometric spatial image representation for scene classification

N Ali, B Zafar, F Riaz, S Hanif Dar, N Iqbal Ratyal… - PloS one, 2018 - journals.plos.org
The recent development in the technology has increased the complexity of image contents
and demand for image classification becomes more imperative. Digital images play a vital …

Intelligent image classification-based on spatial weighted histograms of concentric circles

B Zafar, R Ashraf, N Ali, M Ahmed, S Jabbar… - Computer Science …, 2018 - doiserbia.nb.rs
As digital images play a vital role in multimedia content, the automatic classification of
images is an open research problem. The Bag of Visual Words (BoVW) model is used for …

Image classification by addition of spatial information based on histograms of orthogonal vectors

B Zafar, R Ashraf, N Ali, M Ahmed, S Jabbar… - PloS one, 2018 - journals.plos.org
The Bag-of-Visual-Words (BoVW) model is widely used for image classification, object
recognition and image retrieval problems. In BoVW model, the local features are quantized …

Modeling global geometric spatial information for rotation invariant classification of satellite images

N Ali, B Zafar, MK Iqbal, M Sajid, MY Younis, SH Dar… - PloS one, 2019 - journals.plos.org
The classification of high-resolution satellite images is an open research problem for
computer vision research community. In last few decades, the Bag of Visual Word (BoVW) …