An efficient bi-layer content based image retrieval system

S Singh, S Batra - Multimedia Tools and Applications, 2020 - Springer
Large amount of multi-media content, generated by various image capturing devices, is
shared and downloaded by millions of users across the globe, every second. High …

Image Retrieval Based on a Multi‐Integration Features Model

K Chu, GH Liu - Mathematical problems in engineering, 2020 - Wiley Online Library
Feature integration theory can be regarded as a perception theory, but the extraction of
visual features using such a theory within the CBIR framework is a challenging problem. To …

Fusion of region based extracted features for instance-and class-based CBIR applications

J Pradhan, AK Pal, H Banka, P Dansena - Applied Soft Computing, 2021 - Elsevier
One of the major challenges in content-based image retrieval (CBIR) is understanding the
actual semantic meaning of images. Generally, natural images possess a rich collection of …

HSV color histogram based image retrieval with background elimination

U Erkut, F Bostancıoğlu, M Erten… - 2019 1st …, 2019 - ieeexplore.ieee.org
In this study, a new content based image retrieval (CBIR) method, which uses HSV
histogram data is proposed. The model uses the HSV histogram to find the background from …

An analysis of convolutional neural network and conventional machine learning for multiclass brain tumor detection

A Yadav, R Kumar, M Gupta - AIP Conference Proceedings, 2024 - pubs.aip.org
Clinical diagnosis now plays a bigger part in today's healthcare system. Since brain cancer
is the deadliest disease in the world, it is a significant concern in the field of medical …

A CBIR system based on saliency driven local image features and multi orientation texture features

J Pradhan, AK Pal, H Banka - Journal of Visual Communication and Image …, 2022 - Elsevier
Abstract In Content-based Image Retrieval (CBIR), the user provides the query image in
which only a selective portion of the image carries the foremost vital information known as …

A novel content-based image retrieval system using fusing color and texture features

S Asadi Amiri, Z Mohammadpoory… - Journal of AI and …, 2022 - jad.shahroodut.ac.ir
Content based image retrieval (CBIR) systems compare a query image with images in a
dataset to find similar images to a query image. In this paper a novel and efficient CBIR …

Hybrid approach to content-based image retrieval using modified multi-scale LBP and color features

S Chavda, M Goyani - SN Computer Science, 2020 - Springer
The objective of the content-based image retrieval (CBIR) system is to retrieve the visually
identical images from the database efficiently and effectively. It is a broad research realm …

DNA encoding-based nucleotide pattern and deep features for instance and class-based image retrieval

J Pradhan, AK Pal, SKH Islam… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Recently, DNA encoding has shown its potential to store the vital information of the image in
the form of nucleotides, namely, and, with the entire sequence following run-length and GC …

Subspace-based multi-view fusion for instance-level image retrieval

J Li, B Yang, W Yang, C Sun, J Xu - The Visual Computer, 2021 - Springer
In this paper, we address the problem of multiple features fusion in instance-level image
retrieval. Achieving tremendous success in recent retrieval task, convolutional neural …