Image retrieval model based on weighted visual features determined by relevance feedback

WC Kim, JY Song, SW Kim, S Park - Information Sciences, 2008 - Elsevier
An accurate and rapid method is required to retrieve the overwhelming majority of digital
images. To date, image retrieval methods include content-based retrieval and keyword …

Machine learning methods in automatic image annotation

H Kwaśnicka, M Paradowski - Advances in Machine Learning II: Dedicated …, 2010 - Springer
Abstract Machine learning methods are successfully applied in many branches of Computer
Science. One of these branches is image analysis, and being more specific–Automatic …

Effective image annotation for searches using multilevel semantics

PJ Cheng, LF Chien - International Journal on Digital Libraries, 2004 - Springer
There is an increasing need for automatic image annotation tools to enable effective image
searching in digital libraries. In this paper, we present a novel probabilistic model for image …

Auto-generation of topic hierarchies for web images from users' perspectives

PJ Cheng, LF Chien - Proceedings of the twelfth international conference …, 2003 - dl.acm.org
In this paper, we propose an approach to automatically generating a Yahoo!-like topic
hierarchy for organizing Web images from users' perspectives. Relatively little effort has …

A new approach for interactive semantic image retrieval using the high level semantics

MR Keyvanpour, S Asbaghi - Proceedings of the 2008 ACM symposium …, 2008 - dl.acm.org
Content-based image retrieval and text-based image retrieval are two Fundamental
approaches in the field of image retrieval. Recently, the researchers use the combining …

Learning-based approach for semantic image retrieval by using a dynamic semantic network

S Asbaghi, MR Keyvanpour… - 2008 19th International …, 2008 - ieeexplore.ieee.org
Nowadays, image retrieval systems, emphasize the combining of high level semantics and
low level visual features in the image indexing process and of course the performance of …

Extracting contextual information from multiuser systems for improving annotation-based retrieval of image data

J Vompras, T Scholz, S Conrad - … of the 1st ACM international conference …, 2008 - dl.acm.org
In this paper, we present an approach for incorporating contextual knowledge into a
multiuser image retrieval system which is based on annotations. Although the most existing …

Unifying Different Users' Interpretations and Levels of Abstraction for Improving Annotation-based Image Retrieval

J Vompras, S Conrad - 2006 First International Workshop on …, 2006 - ieeexplore.ieee.org
The proceeding application of multimedia information systems has brought the need for
develo** efficient querying and browsing methods for large image repositories. One …

Research on semantic network image retrieval method

S Yin, W Chen, X Qin - 2009 International Conference on …, 2009 - ieeexplore.ieee.org
As a prominent form of multimedia, image retrieval has become an important project
research presently. Nowadays, the development of image search engine mainly bases on …

A Image Retrieval Model Based on Weighted Visual Features Determined by Relevance Feedback

JY Song, WC Kim, SW Kim, SH Park - Journal of KIISE: Databases, 2007 - koreascience.kr
Increasing amount of digital images requires more accurate and faster way of image
retrieval. So far, image retrieval method includes content-based retrieval and keyword based …