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 …

Content-based image retrieval: A review of recent trends

IM Hameed, SH Abdulhussain… - Cogent Engineering, 2021 - Taylor & Francis
With the availability of internet technology and the low-cost of digital image sensor,
enormous amount of image databases have been created in different kind of applications …

Content-based image retrieval using color, shape and texture descriptors and features

MK Alsmadi - Arabian Journal for Science and Engineering, 2020 - Springer
Due to the recent technology development, the multimedia complexity is noticeably
increased and new research areas are opened relying on similar multimedia content …

Content based image retrieval system by using HSV color histogram, discrete wavelet transform and edge histogram descriptor

A Nazir, R Ashraf, T Hamdani… - … international conference on …, 2018 - ieeexplore.ieee.org
In last few decades. Content Based Image Retrieval System (CBIR) is an emerging field to
retrieve relevant images from a database. It utilizes the visual contents of an image for the …

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 …

An effective content-based image retrieval technique for image visuals representation based on the bag-of-visual-words model

S Jabeen, Z Mehmood, T Mahmood, T Saba… - PloS one, 2018 - journals.plos.org
For the last three decades, content-based image retrieval (CBIR) has been an active
research area, representing a viable solution for retrieving similar images from an image …

Scene analysis and search using local features and support vector machine for effective content-based image retrieval

U Sharif, Z Mehmood, T Mahmood, MA Javid… - Artificial Intelligence …, 2019 - Springer
Despite broad investigation in content-based image retrieval (CBIR), issue to lessen the
semantic gap between high-level semantics and local attributes of the image is still an …

An efficient image descriptor for image classification and CBIR

A Shakarami, H Tarrah - Optik, 2020 - Elsevier
Pattern recognition and feature extraction of images always have been important subjects in
improving the performance of image classification and Content-Based Image Retrieval …

A novel technique based on visual words fusion analysis of sparse features for effective content‐based image retrieval

M Yousuf, Z Mehmood, HA Habib… - Mathematical …, 2018 - Wiley Online Library
Content‐based image retrieval (CBIR) is a mechanism that is used to retrieve similar images
from an image collection. In this paper, an effective novel technique is introduced to improve …

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 …