A review on automatic image annotation techniques

D Zhang, MM Islam, G Lu - Pattern Recognition, 2012 - Elsevier
Nowadays, more and more images are available. However, to find a required image for an
ordinary user is a challenging task. Large amount of researches on image retrieval have …

ImageCLEF 2014: Overview and analysis of the results

B Caputo, H Müller, J Martinez-Gomez… - … , and Interaction: 5th …, 2014 - Springer
This paper presents an overview of the ImageCLEF 2014 evaluation lab. Since its first
edition in 2003, ImageCLEF has become one of the key initiatives promoting the benchmark …

A survey of content-based image retrieval with high-level semantics

Y Liu, D Zhang, G Lu, WY Ma - Pattern recognition, 2007 - Elsevier
In order to improve the retrieval accuracy of content-based image retrieval systems, research
focus has been shifted from designing sophisticated low-level feature extraction algorithms …

[HTML][HTML] Content-based image retrieval using color and texture fused features

J Yue, Z Li, L Liu, Z Fu - Mathematical and Computer Modelling, 2011 - Elsevier
This paper presents a method to extract color and texture features of an image quickly for
content-based image retrieval (CBIR). First, HSV color space is quantified rationally. Color …

Region-based image retrieval with high-level semantics using decision tree learning

Y Liu, D Zhang, G Lu - Pattern Recognition, 2008 - Elsevier
Semantic-based image retrieval has attracted great interest in recent years. This paper
proposes a region-based image retrieval system with high-level semantic learning. The key …

An overview of cluster-based image search result organization: background, techniques, and ongoing challenges

J Tekli - Knowledge and Information Systems, 2022 - Springer
Digital photographs and visual data have become increasingly available, especially on the
Web considered as the largest image database to date. However, the value of multimedia …

A novel method for content-based image retrieval to improve the effectiveness of the bag-of-words model using a support vector machine

A Sarwar, Z Mehmood, T Saba… - Journal of …, 2019 - journals.sagepub.com
The advancements in the multimedia technologies result in the growth of the image
databases. To retrieve images from such image databases using visual attributes of the …

Boosting content based image retrieval performance through integration of parametric & nonparametric approaches

SP Rana, M Dey, P Siarry - Journal of Visual Communication and Image …, 2019 - Elsevier
The collection of digital images is growing at ever-increasing rate which rises the interest of
mining the embedded information. The appropriate representation of an image is …

A new fusion approach for content based image retrieval with color histogram and local directional pattern

JX Zhou, X Liu, TW Xu, J Gan, W Liu - International Journal of Machine …, 2018 - Springer
In this paper, we propose a novel color image retrieval approach by using an effective fusion
of two types of histograms extracted from color and local directional pattern (LDP) …

An efficient content-based image retrieval system for the diagnosis of lung diseases

M Kashif, G Raja, F Shaukat - Journal of digital imaging, 2020 - Springer
The main problem in content-based image retrieval (CBIR) systems is the semantic gap
which needs to be reduced for efficient retrieval. The common imaging signs (CISs) which …