An effective bi-layer content-based image retrieval technique

SF Salih, AA Abdulla - The Journal of Supercomputing, 2023 - Springer
Every second, millions of users across the world share and download an enormous quantity
of multimedia content produced by different image capture devices. The substantial amount …

Two-layer content-based image retrieval technique for improving effectiveness

FAA Salih, AA Abdulla - Multimedia Tools and Applications, 2023 - Springer
Content-based image retrieval (CBIR) is an automated process that seeks to retrieve
similar/closer images from a large-scale image collection by extracting visual content from …

Deep features optimization based on a transfer learning, genetic algorithm, and extreme learning machine for robust content-based image retrieval

R Bibi, Z Mehmood, A Munshi, RM Yousaf, SS Ahmed - Plos one, 2022 - journals.plos.org
The recent era has witnessed exponential growth in the production of multimedia data which
initiates exploration and expansion of certain domains that will have an overwhelming …

New dominant color descriptor features based on weighting of more informative pixels using suitable masks for content-based image retrieval

S Fadaei - International Journal of Engineering, 2022 - ije.ir
Content-based image retrieval (CBIR) is a process of retrieving images based on their
content in a dataset automatically. CBIR is a common solution to search images similar to a …

Fuzzy c-means based medical image retrieval for identifying most clinically relevant images

DVS Kishore, YMM Babu, K Radhika… - Multimedia Tools and …, 2024 - Springer
Rapid growth of multimedia, storage systems and digital computers has resulted in
repositories of multimedia content and large image in recent years. The hospitals with …

An improved content based image retrieval technique by exploiting bi-layer concept

SF Salih, AA Abdulla - UHD Journal of Science and Technology, 2021 - journals.uhd.edu.iq
Applications for retrieving similar images from a large collection of images have increased
significantly in various fields with the rapid advancement of digital communication …

A Novel Hybrid PCA-CNN Based CBIR Model for Medical Image Analysis

T Venketbabu, DR Arunkumar… - International Journal of …, 2020 - papers.ssrn.com
The rapid development of image processing in medical field is increased due to information
technology and its impact over data analysis. Retrieval of medical images increased the …

An efficient two-layer based technique for content-based image retrieval

FAA Salih, AA Abdulla - UHD Journal of Science and …, 2021 - journals.uhd.edu.iq
The rapid advancement and exponential evolution in the multimedia applications raised the
attentional research on content-based image retrieval (CBIR). The technique has a …

Optimized Color Correlogram based CBIR to beat the hole of Information and Interpretation

P Soni, VK Lamba, S Kumar - 2021 10th IEEE International …, 2021 - ieeexplore.ieee.org
This Efficient Systems are the requirement of this digitalized word due to its numerous
applications. This Digital World spurts images and raises systems' demand to deal with the …

An Integrated CBIR Approach for Medical Image Retrieval System

A Sharma, SS Shrivastava - … and Applications: Select Proceedings of IDEA …, 2022 - Springer
This paper introduces an information retrieval model to solve the semantic gap problem in
content-based image retrieval. The proposed model aims to eliminate the semantic gap by …