Efficient multi-nodes image retrieval method based on visual words
作者： Zhenwei Li , Jing Zhang , Xin Liu , Li Zhuo
关键词:
摘要: For the network environment with limited transmission capacity, a multi-nodes image retrieval method based on visual words is proposed. Firstly, of query are built by using K-means clustering after color features and SIFT extracted. Then visual-words histogram carried mobile Agent. The similarity in each node measured Euclidean distance. results returned to user. Finally weight-based relevance feedback utilized optimize retrieved results. Experimental show that proposed can improve speed accuracy retrieval.
06972324.pdf 参考文章(12)
L. Sui, J. Zhang, L. Zhuo, Y.C. Yang, Research on pornographic images recognition method based on visual words in a compressed domain Iet Image Processing. ,vol. 6, pp. 87- 93 ,(2012) , 10.1049/IET-IPR.2011.0005
Yue Gao, Meng Wang, Zheng-Jun Zha, Jialie Shen, Xuelong Li, Xindong Wu, Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search IEEE Transactions on Image Processing. ,vol. 22, pp. 363- 376 ,(2013) , 10.1109/TIP.2012.2202676
Ji-quan Ma, Content-Based Image Retrieval with HSV Color Space and Texture Features web information systems modeling. pp. 61- 63 ,(2009) , 10.1109/WISM.2009.20
Yue Gao, Meng Wang, Dacheng Tao, Rongrong Ji, Qionghai Dai, 3-D Object Retrieval and Recognition With Hypergraph Analysis IEEE Transactions on Image Processing. ,vol. 21, pp. 4290- 4303 ,(2012) , 10.1109/TIP.2012.2199502
Dervis Karaboga, Selcuk Okdem, Celal Ozturk, Cluster based wireless sensor network routing using artificial bee colony algorithm Wireless Networks. ,vol. 18, pp. 847- 860 ,(2012) , 10.1007/S11276-012-0438-Z
Yu Jiao, Ali R. Hurson, Application of Mobile Agents in Mobile Data Access Systems: A Prototype Journal of Database Management. ,vol. 15, pp. 1- 24 ,(2004) , 10.4018/JDM.2004100101
Yong Rui, T.S. Huang, M. Ortega, S. Mehrotra, Relevance feedback: a power tool for interactive content-based image retrieval IEEE Transactions on Circuits and Systems for Video Technology. ,vol. 8, pp. 644- 655 ,(1998) , 10.1109/76.718510
Paul Scovanner, Saad Ali, Mubarak Shah, A 3-dimensional sift descriptor and its application to action recognition Proceedings of the 15th international conference on Multimedia - MULTIMEDIA '07. ,vol. 357, pp. 357- 360 ,(2007) , 10.1145/1291233.1291311
Yue Gao, Meng Wang, Zheng-Jun Zha, Qi Tian, Qionghai Dai, Naiyao Zhang, Less is More: Efficient 3-D Object Retrieval With Query View Selection IEEE Transactions on Multimedia. ,vol. 13, pp. 1007- 1018 ,(2011) , 10.1109/TMM.2011.2160619
Meng Wang, Kuiyuan Yang, Xian-Sheng Hua, Hong-Jiang Zhang, Visual tag dictionary: interpreting tags with visual words workshop on web scale multimedia corpus. pp. 1- 8 ,(2009) , 10.1145/1631135.1631137