Hyperspectral image classification for fecal and ingesta identification by spectral angle mapper

ASAE Annual International Meeting 2004

Volumn , Issue , 2004, Pages 3787-3803

  Park, Bosoon ^a   Windham, William R ^a   Lawrence, Kurt C ^a   Smith, Douglas P ^a  

^a RUSSELL RESEARCH CENTER   (United States)

Author keywords

Classification; Fecal Contamination; Food Safety Inspection; Hyperspectral Image; Imaging Spectroscopy; Poultry; Spectral Angle Mapper

Indexed keywords

FECAL CONTAMINATION; FOOD SAFETY INSPECTION; HYPERSPECTRAL IMAGE; IMAGING SPECTROSCOPY; SPECTRAL ANGLE MAPPER;

AGRICULTURAL WASTES; AGRICULTURE; FOOD PRODUCTS; IMAGING TECHNIQUES; IMPURITIES; SPECTROSCOPIC ANALYSIS;

IMAGE PROCESSING;

AGRICULTURE; IMAGE ANALYSIS; IMPURITIES; POULTRY;

EID: 30044432186     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (34)

1. Arnoldussen, M.E., D. Cohen, G.H. Bearman, and W.S. Grundfest. 2000. Consequences of scattering for spectral imaging of turbid biologic tissue. J. Bimed. Opt. 5(3): 300-306.
2. Bostater, C.R. 1998. Imaging derivative spectroscopy for vegetation dysfunction assessments SPIE 3499: 277-285.
3. Burman, J.A. 1999. Hybrid pattern recognition method using evolutionary computing techniques applied to the exploitation of hyperspectral imagery and medical spectral data. SPIE 3871: 348-357.
4. Delwiche, S.R. and M.S. Kim. 2000. Hyperspectral imaging for detection of scab in wheat. SPIE 4203: 13-20.
5. Dwyer, P.J. and C.A. DiMarzio. 1999. Hyperspectral imaging for dermal hemoglobin spectroscopy. SPIE 3752: 72-82.
6. Feyaerts, F., P. Poller, L. van Gool, and P. Wambacq. 1999. Hyperspectral image sensor for weed selective spraying. SPIE 3897: 193-203.
7. Huebschman, M.L., R.A. Schultz, and H.R. Garner. 2002. Characteristics and capabilities of the hyperspectral imaging microscope. IEEE Engr. In Med. and Bio. 21(4): 104-117.
8. Inoue, Y., J. Penuelus, Y. Nouevllon, and M.S. Moran. 2001. Hyperspectral reflectance measurements for estimating eco-physiological status of plants. SPIE 4151: 153-161.
9. Kim, M.S., Y.R. Chen, and P.M. Mehl. 2001. Hyperspectral reflectance and fluorescence imaging system for food quality and safety. Trans. ASAE 44(3): 721-729.
10. Kruse, F.A., A.B. Lefkoff, J.B. Boardman, K.B. Heidebrecht, AT. Shapiro, P.J. Barloon, and A.F.H. Goetz. 1993. The spectral image processing system (SIPS)-lnteractive visualization and analysis of imaging spectrometer data. Remote Sensing of Environment 44(1): 145-163.
11. Lawrence, K.C., W.R. Windham, O.P. Smith, and B. Park. 2002. Hyperspectral imaging for fecal detection of broilers on different feeds. ASAE Paper No. 023137. St. Joseph. Mich.: ASAE.
12. Lawrence, K.C., B. Park, W.R. Windham, and C. Mao. 2003. Calibration of a pushbroom hyperspectral imaging system for agricultural inspection. Trans. ASAE 46(2): 513-521.
13. Levenson, R.M., E.S. Wachman, W. Niu, and D.L. Farkas. 1998. Spectral imaging in biomedicine: a selective overview. SPIE 3438:300-312.
14. Lu, R, Y.R. Chen, B. Park, and K.H. Choi. 1999. Hyperspectral imaging for detecting bruises in apples. ASAE Paper No. 993120. St. Joseph, Mich.: ASAE.
15. Magotra, N., E. Wu, P. Soliz, P. Truitt, P. Gelabert, and T. Stetzler. 1999. Hyperspectral biomedical image formation. Conference Record of the Asilomar. In Proc. Signals, Systems & Computers 1: 462-465.
16. Malkoff, D.B. and W.R. Oliver. 2000. Hyperspectral imaging applied to forensic medicine. SPIE 3920: 118-128.
17. Park, B., W.R. Windham, K.C. Lawrence, D.P. Smith, and P.W. Feldner. 2002. Hyperspectral imaging for food processing automation. SPIE 4816: 308-316.
18. Park, B., K.C. Lawrence, W.R. Wndham, and O.P. Smith. 2002. Multispectral imaging system for fecal and ingesta detection on poultry carcasses. ASAE Paper No. 023138. St. Joseph, Mich.: ASAE.
19. _, 2003. Assessment of hyperspectral imaging system for poultry safety inspection. SPIE 4879: 269-279.
20. Park, B., K.C. Lawrence, W.R. Windham, and R.J. Buhr. 2003. Hyperspectral imaging for detecting fecal and ingesta contaminants on poultry carcasses. Trans. ASAE 45(0): 2017-2026.
21. Park, B., W.R. Windham, K.C. Lawrence, and D.P. Smith. 2003. Classification of hyperspectral imagery for identifying fecal and ingesta contaminants. SPIE 5271: 118-127.
22. Polder, G., G.W.A.M. van der Heijden, and IT. Young. 2000. Hyperspectral image analysis for measuring ripeness of tomatoes. ASAE Paper No. 003089. St. Joseph, Mich.: ASAE.
23. Price, J. and B. Schweigert. 1987. The science of meat and meat products. Food and Nutrition Press, Westport, Connecticut: 155-343.
24. Rodriguez-Diaz, E., M. Velez-Reyes, R.K. Chin, and C.A. DiMarzio. 2000. Wavelength selection for imaging hemoglobin in skin. SPIE 4129: 243-248.
25. Spillman, W.B., Jr., K.E. Meissner, S.C. Smith, S. Conner, and R.O. Claus. 2001. Cellular automata for the analysis of biomedical hyperspectral images. SPIE 4259: 29-35.
26. Tsuta, M., J. Sugiyama, and Y. Sagara. 2002. Near-infrared imaging spectroscopy based on sugar absorption for melons. J. Agric. Food Chem. 50(1): 48-52.
27. USDA, 1996. Pathogen reduction; hazard analysis and critical control point (HACCP) Systems, Final Rule. Fed. Reg.61: 38805-38855.
28. USDA. 2001. USDA chicken inspection system to go national. http://www.organicconsumers.org/irrad/chickenhimp.cfm
29. Willoughby, C.T., M.A. Folkman, and M.A. Figueroa. 1996. Application of hyperspectral imaging spectrometer systems to industrial inspection. SPIE 2599:264-272.
30. Windham, W.R., K.C. Lawrence, B. Park, L.A. Martinez, M.A. Lanoue, D.A. Smith, J. Heitschmidt, and G.H. Poole. 2003a. Method and system for contaminant detection during food processing. U.S. Patent No. 6587575.
31. Windham, W.R., K.C. Lawrence, B. Park, and R.J. Buhr. 2003b. Visible/NIR spectroscopy for characterizing fecal contamination of chicken carcasses. Trans. ASAE 46(3): 747-751.
32. Zuzak, K.J., M.D. Schaeberle, I.W. Levin, L.E. Neil, J. Freeman, J.D. McNeil, and L.C. Cancio. 1999. Visible and infrared hyperspectral visualization of normal and ischemic tissue. In Proc. IEEE Eng. Med. Biol. 2:1118.
33. Zuzak, K.J., M.D. Schaeberle, E.N. Lewis, and I.W. Levin. 2000. Visible spectroscopic imaging studies of normal and ischemie dermal tissue. SPIE 3918: 17-26.
34. Zuzak, K.J., M.D. Schaeberle, and E.N. Lewis. 2002. Visible reflectance hyperspectral imaging: characterization of a noninvasive in vivo system for determining tissue perfusion. Analytical Chemistry 74(9): 2021-2028.