TY - GEN
T1 - Image classification in CBIR systems with colour histogram features
AU - Arjunan, R. Vijaya
AU - Kumar, V. Vijaya
N1 - Copyright:
Copyright 2010 Elsevier B.V., All rights reserved.
PY - 2009
Y1 - 2009
N2 - Content based image retrieval (CBIR) refers to the ability to retrieve images on the basis of image content. In our work, we describe an approach to CBIR for various database images that relies on human input machine learning and computer vision. More specifically we apply expert level human interaction for solving that aspect of the problem and we employ machine learning algorithms to allow the system to be adapted to new image domains. We present empirical results for the domain of high resolution computed image of flowers. Our results illustrate the efficacy of loop approach to image characterization and the ability of our approach to adapt the retrieval process image domain through the application of machine learning algorithms.
AB - Content based image retrieval (CBIR) refers to the ability to retrieve images on the basis of image content. In our work, we describe an approach to CBIR for various database images that relies on human input machine learning and computer vision. More specifically we apply expert level human interaction for solving that aspect of the problem and we employ machine learning algorithms to allow the system to be adapted to new image domains. We present empirical results for the domain of high resolution computed image of flowers. Our results illustrate the efficacy of loop approach to image characterization and the ability of our approach to adapt the retrieval process image domain through the application of machine learning algorithms.
UR - http://www.scopus.com/inward/record.url?scp=73849098584&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=73849098584&partnerID=8YFLogxK
U2 - 10.1109/ARTCom.2009.233
DO - 10.1109/ARTCom.2009.233
M3 - Conference contribution
AN - SCOPUS:73849098584
SN - 9780769538457
T3 - ARTCom 2009 - International Conference on Advances in Recent Technologies in Communication and Computing
SP - 593
EP - 595
BT - ARTCom 2009 - International Conference on Advances in Recent Technologies in Communication and Computing
T2 - ARTCom 2009 - International Conference on Advances in Recent Technologies in Communication and Computing
Y2 - 27 October 2009 through 28 October 2009
ER -