A System for Detection and Recognition of Pests in Stored-Grain Based on Video Analysis

作者: Ying Yang , Bo Peng , Jianqin Wang

DOI: 10.1007/978-3-642-18333-1_16

关键词:

摘要: This paper presents a system for detection and recognition of pests in stored-grain based on video analysis. Unlike current systems which conduct analysis static images, the proposed uses data captured by camera performs to detect recognize grain. By using instead techniques such as motion estimation multiple-frame verification are used locate, count pests. Compared image processing, is more robust moving avoids missing re-counting Furthermore, analyzing video, can only living ignore dead ones, recommended national standard grain quality cannot be achieved processing.

参考文章(16)
T. F. Schatzki, P. M. Keagy, Effect of image resolution on insect detection in wheat radiographs. Cereal Chemistry. ,vol. 68, pp. 339- 343 ,(1991)
Ian Foster, Steven Tuecke, Carl Kesselman, Jeffrey M. Nick, The Physiology of the Grid An Open Grid Services Architecture for Distributed Systems Integration ,(2002)
Patrick May, Hans-Christian Ehrlich, Thomas Steinke, ZIB Structure Prediction Pipeline: Composing a Complex Biological Workflow Through Web Services Euro-Par 2006 Parallel Processing. pp. 1148- 1158 ,(2006) , 10.1007/11823285_121
K. W. Vick, J. C. Webb, B. A. Weaver, C. Litzkow, Sound Detection of Stored-Product Insects That Feed Inside Kernels of Grain1 Journal of Economic Entomology. ,vol. 81, pp. 1489- 1493 ,(1988) , 10.1093/JEE/81.5.1489
I. Y. Zayas, P. W. Flinn, DETECTION OF INSECTS IN BULK WHEAT SAMPLES WITH MACHINE VISION Transactions of the ASABE. ,vol. 41, pp. 883- 888 ,(1998) , 10.13031/2013.17206
I. Foster, C. Kesselman, J.M. Nick, S. Tuecke, Grid services for distributed system integration IEEE Computer. ,vol. 35, pp. 37- 46 ,(2002) , 10.1109/MC.2002.1009167
T.F. Smith, M.S. Waterman, Identification of common molecular subsequences. Journal of Molecular Biology. ,vol. 147, pp. 195- 197 ,(1981) , 10.1016/0022-2836(81)90087-5
Ian Foster, Carl Kesselman, The Grid 2: Blueprint for a New Computing Infrastructure The grid : blueprint for a new computing infrastructure / edited by Ian Foster. ,(1998)
K. Czajkowski, S. Fitzgerald, I. Foster, C. Kesselman, Grid information services for distributed resource sharing high performance distributed computing. pp. 181- 194 ,(2001) , 10.1109/HPDC.2001.945188
Christopher Ridgway, Roy Davies, John Chambers, Imaging for the High-Speed Detection of Pest Insects and Other Contaminants in Cereal Grain in Transit 2001 Sacramento, CA July 29-August 1,2001. pp. 1- ,(2001) , 10.13031/2013.3530