Object detection based on feature extraction from hyperspectral imagery and convex cone projection transform

Hongwai Yu Haomibo Xuebao/Journal of Infrared and Millimeter Waves

Volumn 23, Issue 6, 2004, Pages

  Zhang, Bing ^a   Chen, Zheng Chao ^a   Zheng, Lan Fen ^a   Tong, Qing Xi ^a   Liu, Yin Nian ^b   Yang, Yi De ^b   Xue, Yong Qi ^b  

^a INSTITUTE OF REMOTE SENSING APPLICATIONS   (China)

^b SHANGHAI INSTITUTE OF TECHNICAL PHYSICS   (China)

Author keywords

Feature selection; Hyperspectra; Projection transformation; Target detection

Indexed keywords

AUTOMATIC TARGET RECOGNITION; FEATURE EXTRACTION; IMAGE PROCESSING; PHYSICAL PROPERTIES;

CONVEX GEOMETRY; FEATURE SELECTION; HYPERSPECTRA; PROJECTION TRANSFORMATION; SPECTRAL LINEAR MODEL;

REMOTE SENSING;

EID: 19944431888     PISSN: 10019014     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. CHEN Shu-Peng, TONG Qing-Xi, GUO Hua-Dong. Mechanism of Remote Sensing Information [M]. Beijing: Science Press, 1988: 166-172.
2. PU Rui-Liang, GONG Peng. Hyperspectral Remote Sensing and Its Applications [M]. Beijing: High Education Press, 2000: 47-98.
3. Xiuping Jia. Classification techniques for hyperspectral remote sensing image data [D]. PhD thesis of University of New South Wales, 1996: 17-24.
4. Ifarraguerri, Chang C I. Multispectral and hyperspectral image analysis with convex cones analysis [J]. IEEE Trans. on Geoscience and Remote Sensing, 1999, 37(2): 756-770.
5. Jimenez, Landgrebe. Hyperspectral data analysis and supervised feature reduction via projection pursuit [J]. IEEE Trans. on Geoscience and Remote Sensing, 1999, 37(6): 2653-2667.
6. Ifarraguerri, Chang C I. Multispectral and hyperspectral image analysis with projection pursuit [J]. IEEE Trans. on Geoscience and Remote Sensing, 2000, 38(6): 2529-2538.
7. Chiang S S, Chang C I, Ginsberg I W. Unsupervised sub-pixel target detection for hyperspectral images using projection pursuit [J]. IEEE Trans. on Geoscience and Remote Sensing, 2001, 39(7): 1380-1391.
8. Boardman J W, Kruse F A, Green R O. Mapping target signatures via partial unmixing of AVIRIS data: in Summaries, Fifth JPL Airborne Earth Science Workshop, JPL Publication [C]. 95-1, 1: 23-26.
9. ZHANG Bing. Hyperspectral data mining supported by temporal and spatial information [D]. Ph. D. Dissertation. Institute of Remote Sensing Applications Chinese Academy of Sciences, 2002: 54-56.
10. Winter Michael E. N-FINDR: an algorithm for fast autonomous spectral end-member determination in hyperspectral data [J]. Proc of SPIE, Imaging Spectrometry V, 1999, 3753: 266-277.