Hyperspectral NIR image regression part I: Calibration and correction

Journal of Chemometrics

Volumn 19, Issue 5-7, 2005, Pages 355-363

  Burger, James ^a   Geladi, Paul ^a  

^a SWEDISH UNIVERSITY OF AGRICULTURAL SCIENCES   (Sweden)

Author keywords

Calibration transfer; Hyperspectral images; Instrument standardization; Internal standards; Multivariate calibration; Multivariate image analysis; Reflectance calibration

Indexed keywords

ANALOG TO DIGITAL CONVERSION; HYPERSPECTRAL IMAGING; INDEPENDENT COMPONENT ANALYSIS; MULTIVARIANT ANALYSIS; REFLECTION; REGRESSION ANALYSIS;

CALIBRATION STANDARD; CALIBRATION TRANSFER; HYPERSPECTRAL; HYPERSPECTRAL IMAGE; INSTRUMENT STANDARDIZATION; INTERNAL STANDARDS; MULTIVARIATE CALIBRATION; MULTIVARIATE IMAGE ANALYSIS; NIR IMAGE; REFLECTANCE CALIBRATION;

CALIBRATION;

EID: 32444451010     PISSN: 08869383     EISSN: 1099128X     Source Type: Journal    
DOI: 10.1002/cem.938     Document Type: Article

References (22)

1. Wolfe W. Introduction to Imaging Spectrometers. SPIE Optical Engineering Press: Bellingham, Washington, USA, 1997.
2. Polder G, vander Heijden G, Keizer L, Young I. Calibration and characterisation of imaging spectrographs. J. Near Infrared Spectrosc. 2003; 11: 193-210.
3. Martinsen P, Schaare P, Andrews M. A versatile near infrared imaging spectrometer. J. Near Infrared Spectrosc. 1999; 7: 17-25.
4. Brianco A, Serafino G, Spoeck G. An introduction to spectral imaging. http://www.ctr.at/hypspbvdoc/IntSpImg. pdf. 2005.
5. Hoelter T, Barton J. Extended short wavelength spectral response from InGaAs focal plane arrays. Proc. SPIE 2003; 5074: 481-490.
6. Gat N. Imaging spectroscopy using tunable filters: a review. Proc. SPIE 2000; 4056: 50-64.
7. Tran CD. Infrared multispectral imaging: principles and instrumentation. Appl. Spectrosc. Rev. 2003; 38: 133-153.
8. Geladi P, Burger J, Lestander T. Hyperspectral imaging: calibration problems and solutions. Chemometr. Intell. Lab. Syst. 2004; 72: 209-217.
9. Wang Y, Veitkamp D, Kowalski B. Multivariate instrument standardization. Anal. Chem. 1991; 63: 2750-2756.
10. Wang Y, Kowalski B. Calibration transfer and measurement stability of near-infrared spectrometers. Appl. Spectrosc. 1992; 46: 764-771.
11. Wang Y, Lysaght M, Kowalski B. Improvement of multivariate calibration through instrument standardization. Anal. Chem. 1992; 64: 562-564.
12. Fearn T. Standardisation and calibration transfer for near infrared instruments: a review. J. Near Infrared Spectrosc. 2001; 9: 229-244.
13. Feudale R, Woody N, Tan H, Myles A, Brown S, Ferre J. Transfer of multivariate calibration models: a review. Chemometr. Intell. Lab. Syst. 2002; 64: 181-192.
14. Geladi P. Some recent trends in the calibration literature. Chemometr. Intell. Lab. Syst. 2002; 60: 211-224.
15. Spectralon Diffuse Reflectance Targets, Labsphere, Inc., PO Box 70, 231 Shaker Street North Sutton, NH 03260, USA.
16. Geladi P, Wold S, Esbensen K. Image analysis and chemical information in images. Anal. Chim. Acta. 1986; 191: 473-480.
17. Esbensen K, Geladi P. Strategy of multivariate image analysis. Chemometr. Intell. Lab. Syst. 1989; 7: 67-86.
18. Geladi P, Esbensen K. Regression on multivariate images: principal component regression for modeling, prediction and visual diagnostic tools. J. Chemometr. 1991; 5: 97-111.
19. Esbensen K, Geladi P, Grahn H. Strategies for multivariate image regression. Chemometr. Intell. Lab. Syst. 1992; 14: 357-374.
20. Lied T, Geladi P, Esbensen K. Multivariate image regression (MIR): implementation of image PLSR - first forays. J. Chemometr. 2000; 14: 585-598.
21. Spectral Dimensions, Inc., 3416 Olandwood Court, Suite 210, Olney, MD 20832, USA.
22. The MathWorks, Inc., 3 Apple Hill Drive, Natick, MA 01760-2098, USA.