Efficient detection in hyperspectral imagery

作者: S.M. Schweizer , J.M.F. Moura

DOI: 10.1109/83.913593

关键词: Test statisticImage processingComputer visionSpectral bandsDetectorImage resolutionClutterWhite noiseSpectral resolutionHyperspectral imagingComputer scienceArtificial intelligence

摘要: … Extending application of the RX-algorithm from multispectral to hyperspectral imagery suffers from two major limitations. First, the clutter model implemented in the RX-algorithm is …

参考文章(18)
José M.F. Moura, Nikhil Balram, 15 Statistical algorithms for noncausal Gauss-Markov fields Handbook of Statistics. ,vol. 10, pp. 623- 691 ,(1993) , 10.1016/S0169-7161(05)80081-1
P. Masson, W. Pieczynski, SEM algorithm and unsupervised statistical segmentation of satellite images IEEE Transactions on Geoscience and Remote Sensing. ,vol. 31, pp. 618- 633 ,(1993) , 10.1109/36.225529
Charles F. Ferrara, Adaptive spatial/spectral detection of subpixel targets with unknown spectral characteristics Signal and Data Processing of Small Targets 1994. ,vol. 2235, pp. 82- 93 ,(1994) , 10.1117/12.179107
J. Woods, Two-dimensional discrete Markovian fields IEEE Transactions on Information Theory. ,vol. 18, pp. 232- 240 ,(1972) , 10.1109/TIT.1972.1054786
I.S. Reed, X. Yu, Adaptive multiple-band CFAR detection of an optical pattern with unknown spectral distribution IEEE Transactions on Acoustics, Speech, and Signal Processing. ,vol. 38, pp. 1760- 1770 ,(1990) , 10.1109/29.60107
John M. Grossmann, Jeffrey H. Bowles, Daniel Haas, John A. Antoniades, Mitchell R. Grunes, Peter J. Palmadesso, David Gillis, Kwok Y. Tsang, Mark M. Baumback, Mark Daniel, John Fisher, Ioana A. Triandaf, Hyperspectral analysis and target detection system for the Adaptive Spectral Reconnaissance Program (ASRP) Proceedings of SPIE. ,vol. 3372, pp. 2- 13 ,(1998) , 10.1117/12.312591
Alan D. Stocker, Xiaoli Yu, Edwin M. Winter, Lawrence E. Hoff, Adaptive detection of subpixel targets using multiband frame sequences Signal and Data Processing of Small Targets 1991. ,vol. 1481, pp. 156- 169 ,(1991) , 10.1117/12.45651
Alan D. Stocker, Ara Oshagan, John H. Seldin, Jack N. Cederquist, Craig R. Schwartz, Analysis of infrared multispectral target/background field measurements Signal and Data Processing of Small Targets 1994. ,vol. 2235, pp. 148- 161 ,(1994) , 10.1117/12.179052