An Audiovisual Wireless Field Guide

作者: Ruben Gonzalez , Yongsheng Gao

DOI: 10.1007/978-1-4614-3501-3_52

关键词: Class (computer programming)AnnotationMultimediaFully automaticInformation retrievalWirelessField (computer science)Computer scienceIdentification (information)

摘要: This paper describes our work on developing a multimedia wireless field guide platform (WFG) for both fully automatic and assisted identification of different fauna flora species. Built using smart-client server model it supports visual acoustic capture individual specimen samples with optional graphical annotation posing queries alongside more traditional searching browsing query interfaces. The WFG assists the user to iteratively converge correct match by seeking additional information required resolve class uncertainty.

参考文章(32)
R. D. Stevenson, William A. Haber, Robert Morris, Electronic Field Guides and User Communities in the Eco-informatics Revolution Conservation Ecology. ,vol. 7, pp. 3- ,(2003) , 10.5751/ES-00505-070103
Ruben Gonzalez, Better Than MFCC Audio Classification Features The Era of Interactive Media. pp. 291- 301 ,(2013) , 10.1007/978-1-4614-3501-3_24
How many species Philosophical Transactions of the Royal Society of London Series B. ,vol. 330, pp. 293- 304 ,(1990) , 10.1098/RSTB.1990.0200
Ning-Han Liu, Chen-An Wu, Shu-Ju Hsieh, Long-Term Animal Observation by Wireless Sensor Networks with Sound Recognition wireless algorithms systems and applications. ,vol. 5682, pp. 1- 11 ,(2009) , 10.1007/978-3-642-03417-6_1
NANCY VAUGHAN, GARETH JONES, STEPHEN HARRIS, Identification of British bat species by multivariate analysis of echolocation call parameters Bioacoustics-the International Journal of Animal Sound and Its Recording. ,vol. 7, pp. 189- 207 ,(1997) , 10.1080/09524622.1997.9753331
Ruben Gonzalez, Effects of compression and window size on remote acoustic identification using sensor networks international conference on signal processing and communication systems. pp. 1- 10 ,(2010) , 10.1109/ICSPCS.2010.5709762
GARY G. YEN, QIANG FU, AUTOMATIC FROG CALLS MONITORING SYSTEM: A MACHINE LEARNING APPROACH International Journal of Computational Intelligence and Applications. ,vol. 01, pp. 165- 186 ,(2001) , 10.1142/S1469026801000184
J. R. Quinlan, Learning decision tree classifiers ACM Computing Surveys. ,vol. 28, pp. 71- 72 ,(1996) , 10.1145/234313.234346
Chenn-Jung Huang, Yi-Ju Yang, Dian-Xiu Yang, You-Jia Chen, Frog classification using machine learning techniques Expert Systems with Applications. ,vol. 36, pp. 3737- 3743 ,(2009) , 10.1016/J.ESWA.2008.02.059