Using spatial correspondences for hyperspectral knowledge transfer: Evaluation on synthetic data

2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2010 - Workshop Program

Volumn , Issue , 2010, Pages

  Bue, Brian D ^a   Merényi, Erzsébet ^a  

^a Rice University   (United States)

Author keywords

Classification; DIRSIG; HYDICE; Hyperspectral; Knowledge transfer; MASTER; Synthetic

Indexed keywords

CLASSIFICATION; DIRSIG; HYDICE; HYPERSPECTRAL; KNOWLEDGE TRANSFER; MASTER; SYNTHETIC;

PHOTOMAPPING; REMOTE SENSING; SIGNAL PROCESSING;

KNOWLEDGE MANAGEMENT;

EID: 78649252084     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WHISPERS.2010.5594944     Document Type: Conference Paper

References (14)

1. BM Shahshahani and DA Landgrebe, "The effect of unlabeled samples in reducing the small sample size problem and mitigating the hughes phenomenon," IEEE Transactions on Geoscience and Remote Sensing, vol. 32, no. 5, pp. 1087-1095, 1994.
2. L Bruzzone and DF Prieto, "Unsupervised retraining of a maximum likelihood classifier for the analysis of multitemporal remote sensing images," IEEE Transactions on Geoscience and Remote Sensing, vol. 39, no. 2, pp. 456-460, 2001.
3. Yang-Chi Chen, "Knowledge-based learning for classification of hyperspectral data," Doctoral Dissertation - University of Texas at Austin, pp. 1-134, 2007.
4. S Rajan, J Ghosh, and M Crawford, "Exploiting class hierarchies for knowledge transfer in hyperspectral data," IEEE Transactions on Geoscience and Remote Sensing, Jan 2006.
5. JR Schott, SD Brown, RV Raqueno, HN Gross, and G Robinson, "Advanced synthetic image generation models and their application to multi/hyperspectral algorithm development," Proceedings of SPIE, vol. 3584, pp. 211, 1999.
6. Chein-I Chang, "An information-theoretic approach to spectral variability, similarity, and discrimination for hyperspectral image analysis," IEEE Trans. Info. Theory, vol. 46, no. 5, pp. 1927-1932, 2000.
7. C Salvaggio, L Smith, and E Antoine, "Megacollect 2004: hyperspectral collection experiment of terrestrial targets and backgrounds of the RIT megascene and surrounding area (Rochester, New York)," Proceedings of SPIE, 2005.
8. R Basedow, D Carmer, and M Anderson, "HYDICE system: implementation and performance," spie.org, vol. 2480, pp. 258-267, 1995.
9. Research Systems Inc, ENVI 4.6 Users Guide, 2008, 1196 pp.
10. E Merényi, K Tasdemir, and W Farrand, "Intelligent information extraction to aid science decision making in autonomous space exploration," spie.org, vol. 6960, 2009.
11. Simon J Hook, Jeffrey Myers, Kurtis Thome, Michael Fitzgerald, and Anne Kahle, "The MODIS/ASTER airborne simulator (MASTER) - a new instrument for earth science studies," Remote Sensing of Environment, vol. 76, no. 93, pp. 102, 2001.
12. T Cocks, R Jenssen, A Stewart, I Wilson, and T Shields, "The HyMap airborne hyperspectral sensor: the system, calibration and performance," Proceedings of the 1st EARSeL workshop on Imaging Spectroscopy, pp. 37-42, 1998.
13. B Bue, B Csathó, and E Merényi, "Automated labeling of segmented hyperspectral imagery via spectral matching," Proceedings IEEE WHISPERS 2009, Aug 2009.
14. B. Bue, E. Merényi, and B. Csathó, "Automatic identification of materials in hyperspectral imagery," IEEE Transactions on Geoscience and Remote Sensing, 2009, (submitted).