Projects

DEVELOP METHODS TO ASSESS AND IMPROVE POULTRY AND EGG QUALITY Appropriated (D)   Accession Number: 420383

SENSING METHODS & INSTRUMENTATION FOR RAPID DETERMINATION OF MOISTURE CONTENT... AND OTHER QUALITY ATTRIBUTES OF GRAINS, SEEDS, & NUTS Appropriated (D)   Accession Number: 420519

OPTICAL DETECTION OF FOOD SAFETY AND FOOD DEFENSE HAZARDS Appropriated (D)   Accession Number: 421113

OPTICAL DETECTION OF MICROBIAL CONTAMINATION IN FOOD MATRICES Reimbursable (R)   Accession Number: 420141

Publications (Clicking on the reprint icon will take you to the publication reprint.)

Hyperspectral imaging of shiga toxin-producing escherichia coli serogroups O26, O45, O103, O111, O121, and O145 on Rainbow Agar - (Peer Reviewed Journal) - (07-Mar-13)

Differentiation of big-six non-O157 shiga-toxin producing escherichia coli (STEC) on spread plates of mixed cultures using hyperspectral imaging - (Peer Reviewed Journal)

Yoon, S.C., Windham, W.R., Ladely, S.R., Heitschmidt, G.W., Lawrence, K.C., Park, B., Narang, N., Cray Jr, W.C. 2013. Differentiation of big-six non-O157 shiga-toxin producing escherichia coli (STEC) on spread plates of mixed cultures using hyperspectral imaging. Journal of Food Measurement & Characterization. DOI: 10.1007/s11694-013-9137-4.

Hyperspectral imaging for differentiating colonies of non-O157 shiga-toxin producing echerichia coli (STEC) serogroups on spread plates of pure cultures - (Peer Reviewed Journal)

Yoon, S.C., Windham, W.R., Ladely, S.R., Heitschmidt, G.W., Lawrence, K.C., Park, B., Narang, N., Cray Jr, W.C. 2013. Hyperspectral imaging for differentiating colonies of non-O157 shiga-toxin producing echerichia coli (STEC) serogroups on spread plates of pure cultures. Journal of Near Infrared Spectroscopy. 21:81-95. DOI:10.1255/jnirs.1043.

Acousto-optic tunable filter hyperspectral microscope imaging for identifying foodborne pathogens - (Peer Reviewed Journal) - (10-Sep-12)

Dynamic and Static Shell Properties of White and Brown Shell Eggs Exposed to Modified-pressure Microcrack Detection Technology - (Peer Reviewed Journal)

Jones, D.R., Broussard, V., Lawrence, K.C., Yoon, S.C., Heitschmidt, G.W. 2012. Dynamic and Static Shell Properties of White and Brown Shell Eggs Exposed to Modified-pressure Microcrack Detection Technology. Poultry Science. 91:2658-2661.

Hyperspectral imaging for detection of non-O157 shiga-toxin producing escherichia coli(STEC) serogroups on spread plates of mixed cultures - (Proceedings)

Yoon, S.C., Windham, W.R., Ladely, S.R., Heitschmidt, G.W., Lawrence, K.C., Park, B., Narang, N., Cray Jr, W.C. 2012. Hyperspectral imaging for detection of non-O157 shiga-toxin producing escherichia coli(STEC) serogroups on spread plates of mixed cultures. Proceedings of SPIE. 8369:09.

The effect of regions of interest and spectral pre-processing on the detection of non-O157 shiga-toxin producing escherichia coli serogroups on agar media by hyperspectral imaging - (Peer Reviewed Journal)

Windham, W.R., Yoon, S.C., Ladley, S.R., Heitschmidt, G.W., Lawrence, K.C., Park, B., Narang, N., William, C.C. 2012. The effect of regions of interest and spectral pre-processing on the detection of non-O157 shiga-toxin producing escherichia coli serogroups on agar media by hyperspectral imaging. Near Infrared Spectroscopy Journal. 20(4):10. DOI:1255/jnirs.1004,2012.

Classification of shiga toxin-producing escherichia coli (STEC) serotypes with hyperspectral microscope imagery - (Proceedings) - (23-Apr-12)

Detection and characterization of foodborne pathogenic bacteria with hyperspectral microscope imaging - (Abstract Only)

Park, B., Sundaram, J., Hinton Jr, A., Yoon, S.C., Lawrence, K.C., Windham, W.R. 2012. Detection and characterization of foodborne pathogenic bacteria with hyperspectral microscope imaging. Agricultural Engineering International Conference. CIGR-AgEng2012 CD-ROM, No. C-0994.

Motion compensated image processing and optimal parameters for egg crack detection using modified pressure - (Peer Reviewed Journal)

Yoon, S.C., Lawrence, K.C., Jones, D.R., Heitschmidt, G.W., Park, B. 2012. Motion compensated image processing and optimal parameters for egg crack detection using modified pressure. Sensing and Instrumentation for Food Quality and Safety. 5(5):172-184.

Differentiating non-0157:H7 STEC serogroups from ground beef plated on agar media by hyperspetral imaging - (Abstract Only) - (06-Mar-12)

Classification and structural analysis of live and dead salmonella cells using fourier transform infrared (FT-IR) spectroscopy and principle component analysis (PCA) - (Peer Reviewed Journal)

Sundaram, J., Park, B., Yoon, S.C., Hinton Jr, A., Windham, W.R., Lawrence, K.C. 2012. Classification and structural analysis of live and dead salmonella cells using fourier transform infrared (FT-IR) spectroscopy and principle component analysis (PCA). Journal of Agricultural and Food Chemistry. DOI: 10.1021/jf204081g.

Improved modified pressure imaging and software for egg micro-crack detection and egg quality grading - (Peer Reviewed Journal)

Yoon, S.C., Lawrence, K.C., Jones, D.R., Heitschmidt, G.W. 2012. Improved modified pressure imaging and software for egg micro-crack detection and egg quality grading. Applied Engineering in Agriculture. 28(2):283-293.

Preparation and characterization of silver particle encapsulated biopolymer nano-colloid substrate for surface enhanced raman scattering (SERS) for biological applications - (Abstract Only)

Sundaram, J., Park, B., Lawrence, K.C., Yongkuk, K. 2012. Preparation and Characterization of silver particle encapsulated biopolymer nano-colloid substrate for surface enhanced raman scattering (SERS) for biological applications [abstract]. American Chemical Society. ACS meeting, March 25-29, Santiago, USA.

Identification and characterization of salmonella serotypes using DNA spectral characteristics by fourier transform infrared (FT-IR) spectroscopy - (Proceedings)

Sundaram, J., Park, B., Hinton Jr, A., Yoon, S.C., Windham, W.R., Lawrence, K.C. 2012. Identification and characterization of salmonella serotypes using DNA spectral characteristics by fourier transform infrared (FT-IR) spectroscopy. Proceedings of SPIE. 8369. DOI:10.1117/12.918585.

Improved hairline crack detector and poor shell-quality eggs - (Peer Reviewed Journal)

Lawrence, K.C., Jones, D.R., Yoon, S.C., Heitschmidt, G.W., Anderson, K.E. 2011. Improved hairline crack detector and poor shell-quality eggs. Applied Engineering in Agriculture. 28(1):153-158.

Rapid screening of huanglongbing-infected citrus leaves by near infrared reflectance spectroscopy - (Peer Reviewed Journal)

Windham, W.R., Poole, G.H., Park, B., Heitschmidt, G.W., Albano, J.P., Gottwald, T.R., Lawrence, K.C., Hawkins, S.A. 2011. Rapid screening of huanglongbing-infected citrus leaves by near infrared reflectance spectroscopy. Transactions of the ASABE. 54(6):2253-2258.

Line-scan hyperspectral imaging system for real-time inspection of poultry carcasses with fecal material and ingesta - (Peer Reviewed Journal)

Yoon, S.C., Park, B., Lawrence, K.C., Windham, W.R., Heitschmidt, G.W. 2011. Line-scan hyperspectral imaging system for real-time inspection of poultry carcasses with fecal material and ingesta. Computers and Electronics in Agriculture. 79:159-168.

Hyperspectral imaging for identifying non-O157 shiga toxin-producing escherichia coli (STEC) serotypes - (Proceedings) - (15-Aug-11)

Visible/NIR spectroscopy for Identifying Salmonella Infected Broilers - (Proceedings) - (15-Aug-11)

Improved egg crack detection algorithm for modified pressure imaging system - (Proceedings)

Yoon, S.C., Lawrence, K.C., Jones, D.R., Heitschmidt, G.W., Park, B. 2011. Improved egg crack detection algorithm for modified pressure imaging system. SPIE. Vol. 8027:U1-7.

AOTF hyperspectral microscope imaging for foodborne pathogenic bacteria detection - (Proceedings)

Park, B., Lee, S., Yoon, S.C., Sundaram, J., Windham, W.R., Hinton Jr, A., Lawrence, K.C. 2011. AOTF hyperspectral microscope imaging for foodborne pathogenic bacteria detection. Proceedings of SPIE. 8027:1-11.

In-Plant Test of in-line Multispectral Imaging System for Fecal Detection during Poultry Processing - (Peer Reviewed Journal)

Park, B., Yoon, S.C., Windham, W.R., Lawrence, K.C. 2011. In-plant test of in-line multispectral imaging system for fecal detection during poultry processing. Applied Engineering in Agriculture. 27(4):623-630.

Line-scan hyperspectral imaging for real-time on-line poultry fecal detection - (Peer Reviewed Journal)

Park, B., Yoon, S.C., Windham, W.R., Lawrence, K.C., Heitschmidt, G.W., Kim, M.S., Chao, K. 2011. Line-scan hyperspectral imaging for real-time on-line poultry fecal detection. Sensing and Instrumentation for Food Quality and Safety. 5:25-32.

Salmonella Contamination in Shell Eggs Exposed to Modified Pressure Imaging for Microcrack Detection - (Peer Reviewed Journal)

Jones, D.R., Lawrence, K.C., Yoon, S.C., Heitschmidt, G.W. 2011. Salmonella contamination in shell eggs exposed to modified pressure imaging for microcrack detection. Poultry Science. 90:1616-1619.

Differentiation of live and dead salmonella cells using fourier transform infrared (FTIR) spectroscopy and principle component analysis (PCA) technique - (Abstract Only)

Sundaram, J., Park, B., Hinton Jr, A., Windham, W.R., Yoon, S.C., Lawrence, K.C. 2011. Differentiation of live and dead salmonella cells using fourier transform infrared (FTIR) spectroscopy and principle component analysis (PCA) technique [abstract]. American Society of Agricultural and Biological Engineers. ASABE meeting, August 3-7, Kentucky, USA.

Surface enhanced raman spectroscopy technique in rapid detection of live and dead salmonella cells - (Abstract Only)

Sundaram, J., Park, B., Zhao, Y., Hinton Jr, A., Windham, W.R., Yoon, S.C., Lawrence, K.C. 2011. Surface enhanced raman spectroscopy technique in rapid detection of live and dead salmonella cells [abstract]. American Chemistry Society Abstracts. 24th ACS National Meeting March 26-31, 2011, Anaheim, CA.

Imaging: Hyperspectral: Contaminant Detection - (Book / Chapter)

Park, B., Lawrence, K.C., Windham, W.R. 2010. Imaging: Hyperspectral Contaminant Detection. In: Heldman, D.R., Moraru, C.I., editors. Encyclopedia of Agricultural, Food, and Biological Engineering. 2nd edition. Boca Raton, FL:Taylor & Francis. p. 854-857.

Real-time detection of feces on poultry carcasses by A line-scan hyperspectral image camera - (Proceedings)

Yoon, S.C., Park, B., Lawrence, K.C., Windham, W.R., Heitschmidt, G.W. 2011. Real-time detection of feces on poultry carcasses by A line-scan hyperspectral image camera. Near Infrared Spectroscopy International Conference Proceedings. 2009 CDROM.

Near-Infrared Spectroscopy for discrimination of huanglongbing-infected citrus leaves from uninfected leaves - (Proceedings)

Windham, W.R., Poole, G.H., Park, B., Heitschmidt, G.W., Gottwald, T.R., Lawrence, K.C. 2011. Near-Infrared Spectroscopy for discrimination of huanglongbing-infected citrus leaves from uninfected leaves. Proc. the 14th International Conference on NIR Spectroscopy: 235-239.

Near-infrared spectroscopy for discrimination of Huanglongbing-infected citrus leaves from unifected leaves - (Abstract Only)

Windham, W.R., Poole, G.H., Park, B., Heitschmidt, G.W., Gottwald, T.R., Lawrence, K.C. 2010. Near-infrared spectroscopy for discrimination of Huanglongbing-infected citrus leaves from unifected leaves. American Society of Agricultural and Biological Engineers.

Effect of Three Postmortem Electrical Stimulation Methods on the Quality of Early-deboned Broiler Breast Meat - (Peer Reviewed Journal)

Zhuang, H., Savage, E.M., Lawrence, K.C. 2010. Effect of Three Postmortem Electrical Stimulation Methods on the Quality of Early-deboned Broiler Breast Meat. Poult. Sci. 89: 1737-1743.

Comparison of FTIR spectra between huanglongbing (citrus greening) and other citrus maladies - (Peer Reviewed Journal)

Hawkins, S.A., Park, B., Poole, G.H., Gottwald, T.R., Windham, W.R., Albano, J.P., Lawrence, K.C. 2010. Comparison of FTIR spectra between huanglongbing (citrus greening) and other citrus maladies. Journal of Agricultural and Food Chemistry. v58, p6007-6010.

Development of real-time line-scan hyperspectral imaging system for online agricultural and food product inspection - (Proceedings)

Yoon, S.C., Park, B., Lawrence, K.C., Windham, W.R., Heitschmidt, G.W. 2010. Development of real-time line-scan hyperspectral imaging system for online agricultural and food product inspection. Proceedings of SPIE. Vol. 7676-7720.

Line-scan hyperspectral imaging for real-time poultry fecal detection - (Proceedings)

Park, B., Yoon, S.C., Windham, W.R., Lawrence, K.C., Heitschmidt, G.W., Kim, M.S., Chao, K. 2010. Line-scan hyperspectral imaging for real-time poultry fecal detection. Proceedings of SPIE Defense, Security, and Sensing 2010, Orlando, FL, April 5-9, 2010; 7676-19.

Implications of Negative Pressure Imaging for Microcrack Detection and Salmonella Contamination in Shell Eggs - (Abstract Only)

Jones, D.R., Lawrence, K.C., Yoon, S.C., Heitschmidt, G.W. 2010. Implications of Negative Pressure Imaging for Microcrack Detection and Salmonella Contamination in Shell Eggs. European Poultry Conference Proceedings.

Detection of Campylobacter Colonies using Hyperspectral Imaging - (Peer Reviewed Journal)

Yoon, S.C., Lawrence, K.C., Line, J.E., Siragusa, G.R., Feldner, P.W., Park, B., Windham, W.R. 2010. Detection of Campylobacter Colonies using Hyperspectral Imaging. Sensing and Instrumentation for Food Quality and Safety. Vol. 4, Issue 1. pg. 35-49.

Multispectral imaging system with interchangeable filter design - (Peer Reviewed Journal)

Kise, M., Park, B., Heitschmidt, G.W., Lawrence, K.C., Windham, W.R. 2010. Multispectral imaging system with interchangeable filter design. Computers and Electronics in Agriculture. 72: 61-68.

Modified Pressure Imaging for Egg Crack Detection and Resulting Egg Quality - (Peer Reviewed Journal)

Jones, D.R., Lawrence, K.C., Yoon, S.C., Heitschmidt, G.W. 2010. Modified Pressure Imaging for Egg Crack Detection and Resulting Egg Quality. Poultry Science. 89:761-765.

Effect of three different postmortem electrical stimulation methods on qulity of early-deboned broiler breast meat - (Abstract Only)

Zhuang, H., Savage, E.M., Lawrence, K.C. 2010. Effect of three different postmortem electrical stimulation methods on qulity of early-deboned broiler breast meat. Poultry Science Association Meeting Abstract.

Identification of citrus greening disease using FTIR spectroscopy and chemometric analysis - (Abstract Only)

Hawkins, S.A., Park, B., Poole, G.H., Gottwald, T.R., Windham, W.R., Lawrence, K.C. 2009. Identification of Citrus Greening Disease Using FTIR Spectroscopy and Chemometric Analysis. ASABE Annual International Meeting.

NIR spectroscopy for determining soy contents in processed meat products - (Proceedings)

Sohn, M., Zhuang, H., Lawrence, K.C., De Haseth, J.A. 2009. NIR spectroscopy for determining soy contents in processed meat products. Near Infrared Spectroscopy International Conference Proceedings.

Detection of Citrus Huanglongbing by Fourier Transform Infrared-Attenuated Total Reflection (FTIR-ATR) Spectroscopy - (Peer Reviewed Journal)

Hawkins, S.A., Park, B., Poole, G.H., Gottwald, T.R., Windham, W.R., Lawrence, K.C. 2010. Detection of Citrus Huanglongbing by Fourier Transform Infrared-Attenuated Total Reflection (FTIR-ATR) Spectroscopy. Applied Spectroscopy. 64:100-103.

Modified Pressure Systeme for Imaging Egg Cracks - (Peer Reviewed Journal)

Lawrence, K.C., Yoon, S.C., Jones, D.R., Heitschmidt, G.W., Park, B., Windham, W.R. 2009. Modified Pressure Systeme for Imaging Egg Cracks. Transactions of the ASABE 52(3):983-990.

Adaptive Image Processing Methods for Improving Contaminant Detection Accuracy on Poultry Carcasses - (Peer Reviewed Journal)

Park, B., Yoon, S.C., Kise, M., Lawrence, K.C., Windham, W.R. 2009. Adaptive image processing methods for improving contaminant detection accuracy on poultry carcasses. Transactions of the ASABE. 52(3):999-1008.

The Effect of Negative-pressure Microcrack Imaging on Egg Quality during Storage - (Abstract Only)

Jones, D.R., Lawrence, K.C., Yoon, S.C., Heitschmidt, G.W. 2009. The effect of negative-pressure microcrack imaging on egg quality during storage. Poultry Science.

Hyperspectral Reflectance Imaging for Detecting a Foodborne Pathogen: Campylobacter - (Peer Reviewed Journal)

Yoon, S.C., Lawrence, K.C., Siragusa, G.R., Line, J.E., Park, B., Feldner, P.W. 2009. Hyperspectral Reflectance Imaging for Detecting a Foodborne Pathogen: Campylobacter. Transactions of the ASABE. 52(2): 651-662

Detection of fecal residue on poultry carcasses by laser induced fluorescence imaging techniques - (Peer Reviewed Journal)

Cho, B., Kim, M.S., Chao, K., Lawrence, K.C., Park, B., Kim, K. 2009. Detection of fecal residue on poultry carcasses by laser induced fluorescence imaging techniques. Journal of Food Science. 74(3):154-159.

Development of vibrational spectroscopic methods to rapidly and non-destructively assess quality of chicken breast meat - (Abstract Only)

Zhuang, H., M., S., Trabelsi, S., Lawrence, K.C. 2009. Development of vibrational spectroscopic methods to rapidly and non-destructively assess quality of chicken breast meat. Meeting Abstract.

Modified Pressure System for Imaging Egg Cracks - (Proceedings)

Lawrence, K.C., Yoon, S.C., Jones, D.R., Heitschmidt, G.W., Park, B., Windham, W.R. 2008. Modified Pressure System for Imaging Egg Cracks. Proceedings of the American Society of Agricultural and Biological Engineers International (ASABE).p. 1-14.

Improving performance of real-time multispectral imaging system - (Proceedings)

Park, B., Yoon, S.C., Kise, M., Lawrence, K.C., Windham, W.R. 2008. Improving performance of real-time multispectral imaging system. ASABE Annual International Meeting. ASABE Paper No. 085024.

PORTABLE MULTISPECTRAL IMAGING INSTRUMENT FOR FOOD INDUSTRY - (Proceedings)

Park, B., Kise, M., Lawrence, K.C., Windham, W.R., Yoon, S.C. 2008. Portable multispectral imageing instrument for food industry. Food Processing Automation Conference Proceedings. ASABE Publication Number 701P0508cd

Textural Analysis of Hyperspectral Images for Improving Contaminant Detection Accuracy - (Peer Reviewed Journal)

Park, B., Kise, M., Windham, W.R., Lawrence, K.C., Yoon, S.C. 2008. Textural Analysis of Hyperspectral Images for Improving Contaminant Detection Accuracy. Sensing and Instrumentation for Food Quality and Safety. 2(3):208-214.

Detection of fecal residue on poultry carcasses by laser induced fluorescence imaging - (Peer Reviewed Journal)

Cho, B., Kim, M.S., Chao, K., Lefcourt, A.M., Lawrence, K.C., Park, B. 2008. Detection of fecal residue on poultry carcasses by laser induced fluorescence imaging. Nondestructive Testing and Evaluation International (NDT&E). 1:994-999.

Embedded Bone Fragment Detection in Chicken Fillets using Transmittance Image Enhancement and Hyperspectral Reflectance Imaging - (Peer Reviewed Journal)

Yoon, S.C., Lawrence, K.C., Smith, D.P., Park, B., Windham, W.R. 2008. Embedded bone fragment detection in poultry using transmittance image enhancement and hyperspectral reflectance imaging. Sensing and Instrumentation for Food Quality and Safety, 10.1007/s11694-008-9044-1 (online version).

Optical design and system calibration for three-band spectral imaging system with interchangeable filters - (Proceedings)

Kise, M., Park, B., Lawrence, K.C., Windham, W.R. 2008. Optical design and system calibration for three-band spectral imaging system with interchangeable filters. ASABE Annual International Meeting. Paper No. 084685.

Imaging System with Modified-Pressure Chamber for Crack Detection in Shell-Eggs - (Peer Reviewed Journal)

Lawrence, K.C., Yoon, S.C., Heitschmidt, G.W., Jones, D.R., Park, B. 2008. Imaging system with modified-pressure chamber for crack detection in shell-eggs. Sensing and Instrumentation for Food Quality and Safety.2:116-122

Effect of spectrally mixed pixels on detection of cecal contaminated broiler carcasses - (Peer Reviewed Journal)

Windham, W.R., Heitschmidt, G.W., Lawrence, K.C., Park, B., Smith, D.P. 2008. Effect of spectrally mixed pixels on detection of cecal contaminated broiler carcasses. International Journal of Poultry Science. 6(12):955-959.

Bone Fragment Detection in Chicken Breast Fillets using Transmittance Image Enhancement - (Peer Reviewed Journal)

Yoon, S.C., Lawrence, K.C., Smith, D.P., Park, B., Windham, W.R. 2008. Bone fragment detection in chicken breast fillets using transmittance image enhancement. Transactions of the ASABE 51 (1): 331-339.

FISHER LINEAR DISCRIMINANT ANALYSIS FOR IMPROVING FECAL DETECTION ACCURACY WITH HYPERSPECTRAL IMAGES - (Peer Reviewed Journal)

Park, B., Yoon, S.C., Lawrence, K.C., Windham, W.R. 2007. FISHER LINEAR DISCRIMINANT ANALYSIS FOR IMPROVING FECAL DETECTION ACCURACY WITH HYPERSPECTRAL IMAGES. Transactions of the ASABE. 50(6):2275-2283.

Bio-functional Au/Si Nanrods for Pathogen Detection - (Proceedings)

Park, B., Fu, J., Zhao, Y., Siragusa, G.R., Cho, Y., Lawrence, K.C., Windham, W.R. 2007. Bio-functional Au/Si Nanrods for Pathogen Detection. Proceedings of SPIE 6769-26.

Bio-Functional Au/Si Nanorods for Pathogen Detection - (Book / Chapter)

Park, B., Fu, J., Zhao, Y., Siragusa, G.R., Cho, Y., Lawrence, K.C., Windham, W.R. 2007. Bio-Functional Au/Si nanorods for Pathogen Detection. Proceedings of SPIE 6769-26.

Hyperspectral Imaging for Detecting Pathogens Grown on Agar Plates - (Proceedings)

Yoon, S.C., Lawrence, K.C., Siragusa, G.R., Line, J.E., Park, B., Windham, W.R. 2007. Hyperspectral Imaging for Detecting Pathogens Grown on Agar Plates. Proceedings of SPIE 6761; 10-11 Sept. 2007, Boston MA.

Development of Handheld Multispectral Imaging For Food Safety Inspection - (Peer Reviewed Journal)

Kise, M., Park, B., Lawrence, K.C., Windham, W.R. 2008. Development of Handheld Multispectral Imaging For Food Safety Inspection. Biological Engineering (ASABE).

Evaluation of Hyperspectral Imaging and Predictive Modeling to Determine Fertility and Development of Broiler Hatching Eggs - (Proceedings)

Smith, D.P., Lawrence, K.C., Heitschmidt, G.W., Park, B., Windham, W.R. 2007. Evaluation of Hyperspectral Imaging and Predictive Modeling to Determine Fertility and Development of Broiler Hatching Eggs. Poultry Science Meeting, p. 86 (suppl 1): 385.

STATISTICAL MODEL-BASED THRESHOLDING OF MULTISPECTRAL IMAGES FOR CONTAMINANT DETECTION ON POULTRY CARCASSES - (Peer Reviewed Journal)

Yoon, S.C., Lawrence, K.C., Park, B., Windham, W.R. 2007. STATISTICAL MODEL-BASED THRESHOLDING OF MULTISPECTRAL IMAGES FOR CONTAMINATE DETECTION ON POULTRY CARCASSES. Transactions of the ASABE. 50(4):1433-1422. 2007.

Can machines see fecal contaminants? - Automated on-line poultry safety inspection - (Trade Journal)

Park, B., Lawrence, K.C., Windham, W.R. 2007. Can machines see fecal contaminants? - Automated on-line poultry safety inspection. ASABE Resource Magazine April 2007: 2-3.

OPTIMIZATION OF FECAL DETECTION USING HYPERSPECTRAL IMAGING AND KERNEL DENSITY ESTIMATION - (Peer Reviewed Journal)

Yoon, S.C., Lawrence, K.C., Park, B., Windham, W.R. 2007. Optimization of fecal detection using hyperspectral imaging and kernel density estimation. Transactions of the ASABE. 50(3): 1063-1071

Real-Time Multispectral Imaging System for Online Poultry Fecal Inspection using Unified Modeling Language. - (Peer Reviewed Journal)

Park, B., Kise, M., Lawrence, K.C., Windham, W.R., Smith, D.P., Thai, C.N. 2007. Real-Time Multispectral Imaging System for Online Poultry Fecal Inspection using Unified Modeling Language.. Sensing and Instrumentation for Food Quality and Safety. 1(2):45-54.

Egg embryo development detection with hyperspectral imaging - (Peer Reviewed Journal)

Lawrence, K.C., Smith, D.P., Windham, W.R., Heitschmidt, G.W., Park, B., Yoon, S.C. 2007. Egg embryo development detection with hyperspectral imaging. International Journal of Poultry Science. 5(10): 964-969

Improved hyperspectral imaging system for fecal detection on poultry carcasses - (Peer Reviewed Journal)

Heitschmidt, G.W., Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2007. Improved hyperspectral imaging system for fecal detection on poultry carcasses. Transactions of the ASABE. 50(4):1427-1432.

CONTAMINANT CLASSIFICATION OF POULTRY HYPERSPECTRAL IMAGERY USING SPECTRAL ANGLE MAPPER ALGORITHM - (Peer Reviewed Journal)

Park, B., Windham, W.R., Lawrence, K.C., Smith, D.P. 2007. Contaminant classification of poultry hyperspectral imagery using spectral angle mapper algorithm. Biosystems Engineering. 96(3): 323-333

Application of Imaging Technology to Chicken Carcasses and Hatching Eggs - (Proceedings)

Smith, D.P., Windham, W.R., Lawrence, K.C., Park, B., Heitschmidt, G.W. 2006. Application of Imaging Technology to Chicken Carcasses and Hatching Eggs. Poultry Waste Management Symposium Proceedings.

Real-time multispectral imaging system for online poultry fecal inspection using UML - (Proceedings)

Park, B., Kise, M., Lawrence, K.C., Windham, W.R., Smith, D.P., Thai, C.N. 2006. Real-time multispectral imaging system for online poultry fecal inspection using UML. Proceedings of SPIE. 6381-33

Bone Fragment Detection in Chicken Breast Fillets using Diffuse Scattering Patterns of Back-Illuminated Structured Light - (Proceedings)

Yoon, S.C., Lawrence, K.C., Smith, D.P., Park, B., Windham, W.R. 2006. Bone fragment detection in chicken breast fillets using diffuse scattering patterns of back-illuminated structured light. Proceedings of SPIE, 6381.

Two-Port Multispectral Imaging System for Contaminant Detection on Poultry Carcasses - (Proceedings)

Kise, M., Park, B., Lawrence, K.C., Windham, W.R. 2006. Two-Port Multispectral Imaging System for Contaminant Detection on Poultry Carcasses. Proceedings of SPIE. Proceedings SPIE 6381-34

PERFORMANCE OF SUPERVISED CLASSIFICATION ALGORITHMS OF HYPERSPECTRAL IMAGERY FOR IDENTIFYING FECAL AND INGESTA CONTAMINANTS - (Peer Reviewed Journal)

Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2006. Performance of supervised classification algorithms of hyperspectral imagery for identifying fecal and ingesta contaminants. Transactions of the ASABE. 49(6): 2017-2024.

Egg embryo development detection with hyperspectral imaging - (Proceedings)

Lawrence, K.C., Smith, D.P., Windham, W.R., Heitschmidt, G.W., Park, B. 2006. Egg embryo development detection with hyperspectral imaging. Proceedings of SPIE.

Detection of hatching and table egg defects using hyperspectral imaging - (Proceedings)

Smith, D.P., Lawrence, K.C., Heitschmidt, G.W. 2006. Detection of hatching and table egg defects using hyperspectral imaging. European Poultry Conference Proceedings.

PARTIAL LEAST SQUARES REGRESSION OF HYPERSPECTRAL IMAGES FOR CONTAMINANT DETECTION ON POULTRY CARCASSES - (Peer Reviewed Journal)

Lawrence, K.C., Windham, W.R., Park, B., Heitschmidt, G.W., Smith, D.P., Feldner, P.W. 2006. Partial least squares regression of hyperspectral images for contaminant detection on poultry carcasses. Near Infrared Spectroscopy Journal.

PARTIAL LEAST SQUARES REGRESSION OF HYPERSPECTRAL IMAGES FOR CONTAMINATION DETECTION ON POULTRY CARCASSES - (Peer Reviewed Journal)

Lawrence, K.C., Windham, W.R., Park, B., Heitschmidt, G.W., Smith, D.P., Feldner, P.W. 2006. Partial least squares regression of hyperspectral images for contamination detection on poultry carcasses. Journal of Near Infrared Spectroscopy. 14:223-230

Partial Least Squares Regression of Hyperspectral Images for Contaminant Detection on Poultry Carcasses - (Peer Reviewed Journal)

Lawrence, K.C., Windham, W.R., Park, B., Heitschmidt, G.W., Smith, D.P. 2006. Partial Least Squares Regression of Hyperspectral Images for Contaminant Detection on Poultry Carcasses. Near Infrared Spectroscopy Journal. 14(4):223-230.

BONE FRAGMENT DETECTION IN CHICKEN BREAST FILLETS USING BACK-ILLUMINATED STRUCTURED LIGHT - (Proceedings)

Yoon, S.C., Lawrence, K.C., Smith, D.P., Park, B., Windham, W.R. 2006. Bone fragment detection in chicken breast fillets using back-illuminated structured light. ASABE Annual International Meeting. Portland, OR, July 9-12,2006. Paper No. 063017.

Textural Analysis of Hyperspectral Images for Improving Detection Accuracy - (Abstract Only)

Park, B., Lawrence, K.C., Windham, W.R., Kise, M., Thai, C.N. 2006. Textural Analysis of Hyperspectral Images for Improving Detection Accuracy [abstract]. ASABE Annual International Meeting.

REAL-TIME MULTISPECTRAL IMAGING APPLICATION FOR POULTRY SAFETY INSPECTION - (Proceedings)

Park, B., Lawrence, K.C., Windham, W.R., Snead, M.P. 2006. Real-time multispectral imaging application for poultry safety inspection. International Society for Optical Engineering. 6070-7:1-10.

EFFECT OF BROILER CARCASS WASHING ON FECAL CONTAMINANT IMAGING - (Peer Reviewed Journal)

Lawrence, K.C., Windham, W.R., Smith, D.P., Park, B., Feldner, P.W. 2006. Effect of broiler carcass washing on fecal contaminant imaging. Transactions of the ASABE. 49(1):133-140.

EFFECTIVENESS OF HYPERSPECTRAL IMAGING SYSTEM FOR DETECTING CECAL CONTAMINATED BROILER CARCASSES - (Peer Reviewed Journal)

Windham, W.R., Smith, D.P., Berrang, M.E., Lawrence, K.C., Feldner, P.W. 2005. Effectiveness of hyperspectral imaging system for detecting cecal contaminated broiler carcasses. International Journal of Poultry Science. 4(9):657-662.

THRESHOLDING FOR BIOLOGICAL MATERIAL DETECTION IN REAL-TIME MULTISPECTRAL IMAGING - (Proceedings)

Yoon, S.C., Park, B., Lawrence, K.C., Windham, W.R. 2005. THRESHOLDING FOR BIOLOGICAL MATERIAL DETECTION IN REAL-TIME MULTISPECTRAL IMAGING. Proceedings of SPIE. 5913:552-563.

STATISTICAL MODELING OF MULTISPECTRAL IMAGES FOR IMPROVED CONTAMINATION DETECTION ON POULTRY CARCASSES - (Proceedings)

Yoon, S.C., Park, B., Lawrence, K.C., Windham, W.R. 2005. Statistical modeling of multispectral images for improved contamination detection on poultry carcasses. American Society of Agricultural Engineers Meetings Papers. Paper No. 053072.

DYNAMIC THRESHOLDING METHOD FOR IMPROVING CONTAMINANT DETECTION ACCURACY WITH HYPERSPECTRAL IMAGES - (Proceedings)

Park, B., Yoon, S.C., Lawrence, K.C., Windham, W.R. 2005. Dynamic thresholding method for improving contaminant detection accuracy with hyperspectralimages. St. Joseph, Michigan, July 17-20, 2005, Tampa, Florida.American Society of Agricultural Engineers Meetings Papers. Paper No. 053071.

SUPERVISED CLASSIFICATION ALGORITHMS FOR POULTRY HYPERSPECTRAL IMAGE ANALYSIS - (Proceedings) - (30-Jun-05)

DETECTION OF EARLY CHANGES IN FERTILE EGGS DURING INCUBATION USING A HYPERSPECTRAL IMAGING SYSTEM - (Abstract Only)

Smith, D.P., Mauldin, J.M., Lawrence, K.C., Park, B., Heitschmidt, G.R. 2004. Detection of early changes in fertile eggs during incubation using a hyperspectral imaging system [abstract]. Poultry Science. 83(suppl.1):75.

DETECTION OF FERTILITY AND EARLY DEVELOPMENT OF HATCHING EGGS WITH HYPERSPECTRAL IMAGING - (Proceedings)

Smith, D.P., Mauldin, J.M., Lawrence, K.C., Park, B., Heitschmidt, G.W. 2005. Detection of fertility and early development of hatching eggs with hyperspectral imaging. Proceedings 17th European Symposium on Quality of Poultry Meat. p.139-144.

AUTOMATED ON-LINE POULTRY SAFETY INSPECTION TESTED - (Trade Journal)

Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2005. Automated on-line poultry safety inspection tested. American Society of Agricultural Engineers Resource Magazine. Resource. September 2005. p.4.

PERFORMANCE OF HYPERSPECTRAL IMAGING SYSTEM FOR POULTRY SURFACE CONTAMINANT DETECTION - (Peer Reviewed Journal)

Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2005. Performance of hyperspectral imaging system for poultry surface contaminant detection. Journal of Food Engineering.

DETECTION OF CECAL CONTAMINANTS IN VISCERAL CAVITY OF BROILER CARCASSES USING HYPERSPECTRAL IMAGING - (Peer Reviewed Journal)

Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2005. Detection of cecal contaminants in visceral cavity of broiler carcasses using hyperspectral imaging. Applied Engineering in Agriculture. 21(4):627-635.

DETECTION OF FERTILITY AND DEVELOPMENT OF HATCHING EGGS WITH HYPERSPECTRAL IMAGING - (Abstract Only)

Smith, D.P., Mauldin, J.M., Lawrence, K.C., Park, B., Heitschmidt, G.W. 2005. Detection of fertility and development of hatching eggs with hyperspectral imaging [abstract]. European Symposium on the Quality of Eggs Meeting Abstract.

IMPROVED IMAGING SYSTEM FOR FECAL DETECTION - (Proceedings)

Heitschmidt, G.W., Lawrence, K.C., Windham, W.R., Park, B. 2004. Improved imaging system for fecal detection. Proceedings of Optics East Society of Photo-Optical Instrumentation Engineers. 5587:112-120.

REAL-TIME IMAGE PROCESSING FOR RAPID CONTAMINANT DETECTION ON BROILER CARCASSES - (Proceedings)

Park, B., Lawrence, K.C., Windham, W.R., Snead, M.P. 2004. Real-time image processing for rapid contaminant detection on broiler carcasses. International Society for Optical Engineering. 5587:101-111.

HYPERSPECTRAL IMAGING APPLICATION FOR FOOD SAFETY ENGINEERING - (Proceedings)

Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2004. Hyperspectral imaging application for food safety engineering [abstract]. Proceedings Korean Society for Food Engineering. October 11, 2004, Seoul, Korea. p.21-37.

MULTISPECTRAL IMAGING SYSTEM FOR FECAL AND INGESTA DETECTION ON POULTRY CARCASSES - (Peer Reviewed Journal)

Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2005. Multispectral imaging system for fecal and ingesta detection on poultry carcasses. Journal of Food Process Engineering. 27(5):311-327.

HYPERSPECTRAL IMAGE CLASSIFICATION FOR FECAL AND INGESTA IDENTIFICATION BY SPECTRAL ANGLE MAPPER - (Proceedings)

Park, B., Windham, W.R., Lawrence, K.C., Smith, D.P. 2004. Hyperspectral image classification for fecal and ingesta identification by spectral angle mapper. Transaction of American Society of Agricultural Engineers. American Society of Agricultural Engineers, St. Joseph, MI. Annual International Meeting. Technical Paper No.043032.

ON LINE DETECTION OF FECAL CONTAMINANTS USING MULTISPECTRAL IMAGING SYSTEM - (Proceedings)

Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2003. On line detection of fecal contaminants using multispectral imaging system. [abstract] Proceedings 9th International Conference Engineering and Food. March 7-11, 2003. Montpellier, France.

AUTOMATED ON-LINE INSPECTION OF POULTRY - (Trade Journal)

Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2003. Automated on-line inspection of poultry. Feedinformation News.

CLASSIFICATION OF HYPERSPECTRAL IMAGERY FOR IDENTIFYING FECAL AND INGESTA CONTAMINANTS - (Proceedings)

Park, B., Windham, W.R., Lawrence, K.C., Smith, D.P. 2003. Classification of hyperspectral imagery for identifying fecal and ingesta contaminants. Proceedings International Society for Optical Engineering. 5271:118-127.

AUTOMATED ON-LINE FECAL DETECTION SYSTEM - (Proceedings)

Smith, D.P., Windham, W.R., Lawrence, K.C., Park, B. 2003. Automated on-line fecal detection system. Georgia Poultry Conference Proceedings. p.4-7.

EFFECT OF BROILER CARCASS WASHING ON FECAL CONTAMINANT IMAGING - (Proceedings)

Lawrence, K.C., Windham, W.R., Smith, D.P., Park, B., Feldner, P.W. 2003. Effect of broiler carcass washing on fecal contaminant imaging. American Society of Agricultural Engineers Annual International Meeting. St. Joseph, MI. Technical Paper No.033122.

SIMPLE ALGORITHMS FOR THE CLASSIFICATION OF VISIBLE/NIR AND HYPERSPECTRAL IMAGING SPECTRA OF CHICKEN SKINS, FECES, AND FECAL CONTAMINATED SKINS - (Peer Reviewed Journal)

Lui, Y., Windham, W.R., Lawrence, K.C., Park, B. 2003. Simple algorithms for the classification of visible/nir and hyperspectral imaging spectra of chicken skins, feces, and fecal contaminated skins. Journal of Applied Spectroscopy. 57(12):609-1612.

ALGORITHM DEVELOPMENT WITH VISIBLE-NEAR-INFRARED SPECTRAL FOR DETECTION OF POULTRY FECES AND INJESTA - (Peer Reviewed Journal)

Windham, W.R., Smith, D.P., Park, B., Lawrence, K.C., Feldner, P.W. 2003. Algorithm development with visible-near-infrared spectral for detection of poultry feces and injesta. American Society of Agricultural Engineers Transaction. (6):1733-1738.

MACHINE VISION FOR DETECTING INTERNAL FECAL COMTAMINANTS OF BROILER CARCASSES - (Proceedings)

Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P., Feldner, P.W. 2003. Machine vision for detecting internal fecal comtaminants of broiler carcasses. American Society of Aricultural Engineers Annual International Meeting. St. Joseph, MI. Technical Paper No.033051.

A HYPERSPECTRAL IMAGING SYSTEM FOR IDENTIFICATION OF FAECAL AND INGESTA CONTAMINATION ON POULTRY CARCASSES - (Peer Reviewed Journal)

Lawrence, K.C., Windham, W.R., Park, B., Buhr, R.J. 2003. A hyperspectral imaging system for identification of fecal and ingesta contamination on poultry carcasses. Journal Near Infrared Spectroscopy. 11(4):269-281.

ANALYSIS OF REFLECTANCE SPECTRA FROM HYPERSPECTRAL IMAGES OF POULTRY CARCASSES FOR FECAL AND INGESTA DETECTION - (Proceedings)

Windham, W.R., Lawrence, K.C., Park, B., Smith, D.P., Poole, G. 2003. Analysis of reflectance spectra from hyperspectral images of poultry carcasses for fecal and ingesta detection. International Society for Optical Engineering.

VISIBLE/NIR SPECTROSCOPY FOR CHARACTERIZING FECAL CONTAMINATION OF CHICKEN CARCASSES - (Peer Reviewed Journal) - (11-Feb-03)

CALIBRATION OF A PUSHBROOM HYPERSPECTRAL IMAGING SYSTEM FOR AGRICULTURAL INSPECTION - (Peer Reviewed Journal)

Lawrence, K.C., Park, B., Windham, W.R., Mao, C. 2003. Calibration of a pushbroom hyperspectral imaging system for agricultural inspection. [abstract] Transactions of the ASAE.

REFLECTANCE CALIBRATION OF FOCAL PLANE ARRAY HYPERSPECTRAL IMAGING SYSTEM FOR AGRICULTURAL AND FOOD SAFETY APPLICATIONS - (Proceedings)

Lawrence, K.C., Park, B., Windham, W.R., Mayo, C., Poole, G.H. 2002. Reflectance calibration of focal plane array hyperspectral imaging system for agricultural and food safety applications. Society of Photo-Optical Instrumentation Engineers.

HYPERSPECTRAL IMAGING FOR DETECTING FECAL AND INGESTA CONTAMINATS ON POULTRY CARCASSES - (Peer Reviewed Journal)

Park, B., Lawrence, K.C., Windham, W.R., Buhr, R.J. 2002. Hyperspectral imaging for detecting fecal and ingesta contaminats on poultry carcasses. Transactions of the ASAE.

HYPERSPECTRAL SYSTEM CALIBRATION FOR IMPROVED CONTAMINANT DETECTION ON POULTRY CARCASSES - (Proceedings)

Lawrence, K.C., Park, B., Smith, D.P., Windham, W.R., Feldner, P.W. 2002. Hyperspectral system calibration for improved contaminant detection on poultry carcasses. American Society of Agricultural Engineers Annual International Meeting.

ALGORITHM DEVELOPMENT WITH VISIBLE-NEAR-INFRARED SPECTRAL FOR DETECTION OF POULTRY FECES AND INJESTA - (Proceedings)

Windham, W.R., Smith, D.P., Park, B., Lawrence, K.C., Feldner, P.W. 2002. Algorithm development with visible-near-infrared spectral for detection of poultry feces and injesta. Proceedings of American Society of Agricultural Engineers.

HYPERSPECTRAL IMAGING FOR FOOD PROCESSING AUTOMATION - (Proceedings)

Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P., Feldner, P.W. 2002. Hyperspectral imaging for food processing automation. International Society for Optical Engineering. 4816:308-316.

ANALYSIS OF REFLECTANCE SPECTRA FROM HYPERSPECTRAL IMAGES OF POULTRY CARCASSES FOR FECAL AND INGESTA DETECTION - (Abstract Only)

Windham, W.R., Park, B., Lawrence, K.C., Smith, D.P., Poole, G. 2002. Analysis of reflectance spectra from hyperspectral images of poultry carcasses for fecal and ingesta detection [abstract]. International Society for Optical Engineering.

CONTAMINANT DETECTION ON POULTRY CARCASS SURFACES - (Trade Journal)

Lawrence, K.C., Windham, W.R., Park, B., Smith, D.P. 2002. Contaminant detection on poultry carcass surfaces. New Food. 5(3):21-24.

ASSESSMENT OF HYPERSPECTRAL IMAGING SYSTEM FOR POULTRY SAFETY INSPECTION - (Proceedings)

Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2002. Assessment of hyperspectral imaging system for poultry safety inspection. International Society for Optical Engineering. 289:269-279.

VISIBLE AND NIR SPECTROSCOPY COUPLED TO IMAGING FOR FOOD PROCESSING AUTOMATION - (Abstract Only)

Windham, W.R., Lawrence, K.C., Park, B., Smith, D.P. 2002. Visible and nir spectroscopy coupled to imaging for food processing automation. [abstract] Near Infrared Spectroscopy International Conference Proceedings.

MULTISPECTRAL IMAGING SYSTEM FOR FECAL AND INGESTA DETECTION ON POULTRY CARCASSES - (Proceedings)

Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2002. Multispectral imaging system for fecal and ingesta detection on poultry carcasses. American Society of Agricutural Engineers Annual International Meeting. Paper No.02-3138.

HYPERSPECTRAL IMAGING FOR FOOD PROCESSING AUTOMATION - (Abstract Only)

Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2002. Hyperspectral imaging for food processing automation [abstract]. International Society for Optical Engineering. 4816:208-316.

DISCRIMINANT ANALYSIS OF DUAL-WAVELENGTH SPECTRAL IMAGES FOR CLASSIFYING POULTRY CARCASSES - (Peer Reviewed Journal)

PARK, B., LAWRENCE, K.C., WINDHAM, W.R., CHEN, Y., CHAO, K. DISCRIMINANT ANALYSIS OF DUAL-WAVELENGTH SPECTRAL IMAGES FOR CLASSIFYING POULTRY CARCASSES. COMPUTERS AND ELECTRONICS IN AGRICULTURE. 2002.

PREDICTION OF FAT CONTENT IN POULTRY MEAT BY NEAR INFRARED TRANSMISSON ANALYSIS - (Peer Reviewed Journal)

WINDHAM, W.R., LAWRENCE, K.C., FELDNER, P.W. PREDICTION OF FAT CONTENT IN POULTRY MEAT BY NEAR INFRARED TRANSMISSON ANALYSIS. JOURNAL OF APPLIED POULTRY RESEARCH. 2003.

EFFECT OF AGE, DIET, AND FEED WITHDRAWL ON COLOR OF RAW BROILER BREAST FILLETS - (Abstract Only)

Smith, D.P., Lyon, C.E., Lyon, B.G., Windham, W.R., Lawrence, K.C., Park, B. 2002. Effect of age, diet, and feed withdrawl on color of raw broiler breast fillets. [abstract] Poultry Science. 81(suppl.1):157.

HYPERSPECTRAL IMAGING FOR POULTRY CONTAMINANT DETECTION - (Trade Journal)

Lawrence, K.C., Windham, W.R., Park, B., Buhr, R.J. 2001. Hyperspectral imaging for poultry contaminant detection. Near Infrared Spectroscopy News.

HYPERSPECTRAL IMAGING SYSTEM FOR IDENTIFICATION OF FECAL AND INGESTA CONTAMINATION ON POULTRY CARCASSES - (Proceedings)

Lawrence, K.C., Windham, W.R., Park, B., Buhr, R.J. 2001. Hyperspectral imaging system for identification of fecal and ingesta contamination on poultry carcasses. ASAE Annual International Meeting.

CALIBRATION OF IMAGING SPECTROMETRY SYSTEM FOR INSPECTION OF CONTAMINATED POULTRY CARCASSES - (Proceedings)

Lawrence, K.C., Park, B., Windham, W.R., Mao, C. 2001. Calibration of imaging spectrometry system for inspection of contaminated poultry carcasses. ASAE Annual International Meeting.

VISIBLE/NIR SPECTROSCOPY FOR CHARACTERIZING FECAL CONTAMINATION OF CHICKEN CARCASSES - (Proceedings)

Windham, W.R., Lawrence, K.C., Park, B., Buhr, R.J. 2001. Visible/nir spectroscopy for characterizing fecal contamination of chicken carcasses. Proceedings of American Society of Agricultural Engineers.

HYPERSPECTRAL IMAGING FOR DETECTING FECAL AND INGESTA CONTAMINATION ON POULTRY CARCASSES - (Proceedings)

Park, B., Lawrence, K.C., Windham, W.R., Buhr, R.J. 2001. Hyperspectral imaging for detecting fecal and ingesta contamination on poultry carcasses. Proceedings of American Society of Agricultural Engineers.

DIELECTRIC MOISTURE SENSOR FOR CEREAL GRAINS AND SOYBEANS - (Peer Reviewed Journal)

LAWRENCE, K.C., FUNK, D.B., WINDHAM, W.R. DIELECTRIC MOISTURE SENSOR FOR CEREAL GRAINS AND SOYBEANS. TRANSACTIONS OF THE AMERICAN SOCIETY OF AGRICULTURAL ENGINEERS. 2001.

VISIBLE/NIR SPECTROSCOPY FOR FECAL AND INGESTA DETECTION - (Proceedings)

Windham, W.R., Park, B., Lawrence, K.C., Buhr, R.J. 2001. Visible/nir spectroscopy for fecal and ingesta detection. Proceedings International Seminar on Nondestructive Evaluation Technology.

HYPERSPECTRAL IMAGING FOR IDENTIFYING FECAL AND INGESTA CONTAMINANTS - (Proceedings)

Park, B., Windham, W.R., Lawrence, K.C., Buhr, R.J. 2001. Hyperspectral imaging for identifying fecal and ingesta contaminants. Proceedings International Seminar on Nondestructive Evaluation Technology.

IMAGING SYSTEM FOR FECAL AND INGESTA DETECTION ON POULTRY CARCASSES - (Abstract Only)

Lawrence, K.C., Park, B., Windham, W.R., Buhr, R.J., Smith, D.P. 2001. Imaging system for fecal and ingesta detection on poultry carcasses. [abstract] Poultry Science Association Meeting.

IMAGING SPECTROMETRY FOR DETECTING FECES AND INGESTA ON POULTRY CARCASSES - (Proceedings)

Park, B., Windham, W.R., Lawrence, K.C., Buhr, R.J., Smith, D.P. 2002. Imaging spectrometry for detecting feces and ingesta on poultry carcasses. Near Infrared Spectroscopy International Conference Proceedings.

SELECTION OF VISIBLE/NIR WAVELENGTHS FOR CHARACTERIZING FECAL AND INGESTA CONTAMINATION OF POULTRY CARCASSES - (Abstract Only)

Windham, W.R., Park, B., Lawrence, K.C., Buhr, R.J., Smith, D.P. 2001. Selection of visible/nir wavelengths for characterizing fecal and ingesta contamination of poultry carcasses. [abstract] Near Infrared Spectroscopy International Conference Proceedings.

IMAGING SPECTROMETRY FOR DETECTING FECES AND INGESTA ON POULTRY CARCASSES - (Abstract Only)

Park, B., Windham, W.R., Lawrence, K.C., Buhr, R.J., Smith, D.P. 2002. Imaging spectrometry for detecting feces and ingesta on poultry carcasses. [abstract] Near Infrared Spectroscopy International Conference Proceedings.

SELECTION OF VISIBLE/NIR WAVELENGTHS FOR CHARACTERIZING FECAL AND INGESTA CONTAMINATION OF POULTRY CARCASSES - (Proceedings)

Windham, W.R., Park, B., Lawrence, K.C., Buhr, R.J., Smith, D.P. 2002. Selection of visible/nir wavelengths for characterizing fecal and ingesta contamination of poultry carcasses. Near Infrared Spectroscopy International Conference Proceedings.

Feertility and embryo development of broiler hatching eggs evaluated with a hyperspectral imaging and predictive modeling system - (Peer Reviewed Journal)

Smith, D.P., Lawrence, K.C., Heitschmidt, G.W. 2008. Feertility and embryo development of broiler hatching eggs evaluated with a hyperspectral imaging and predictive modeling system. International Journal of Poultry Science 7 (10): 1001-1004, 2008.

USING CEREAL GRAIN PERMITTIVITY FOR SENSING MOISTURE CONTENT - (Peer Reviewed Journal)

NELSON, S.O., KRASZEWSKI, A.W., TRABELSI, S., LAWRENCE, K.C. USING CEREAL GRAIN PERMITTIVITY FOR SENSING MOISTURE CONTENT. INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS. 2000.

PREDICTION OF FAT CONTENT IN POULTRY LEAN MEAT BY NEAR INFRARED TRANSMISSION ANALYSIS - (Abstract Only)

WINDHAM, W.R., LAWRENCE, K.C., FELDNER, P.W. PREDICTION OF FAT CONTENT IN POULTRY LEAN MEAT BY NEAR INFRARED TRANSMISSION ANALYSIS. SOUTHERN POULTRY SCIENCE SOCIETY MEETING ABSTRACT. 2000.

RADIO-FREQUENCY SENSING OF MOISTURE CONTENT IN CEREAL GRAINS - (Book / Chapter)

LAWRENCE, K.C., NELSON, S.O. RADIO-FREQUENCY SENSING OF MOISTURE CONTENT IN CEREAL GRAINS. MICROWAVE SENSING OF DIELECTRIC MATERIALS. 2000.

USE OF CEREAL GRAIN PERMITTIVITY FOR SENSING MOISTURE CONTENT - (Proceedings)

NELSON, S.O., KRASZEWSKI, A.W., LAWRENCE, K.C., TRABELSI, S. USE OF CEREAL GRAIN PERMITTIVITY FOR SENSING MOISTURE CONTENT. MICROWAVE POWER SYMPOSIUM PROCEEDINGS. 1999.

USING CEREAL GRAIN PERMITTIVITY FOR QUALITY SENSING BY MOISTURE DETERMINATION - (Literature Review)

NELSON, S.O., KRASZEWSKI, A.W., TRABELSI, S., LAWRENCE, K.C. USING CEREAL GRAIN PERMITTIVITY FOR QUALITY SENSING BY MOISTURE DETERMINATION. INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE RECORD. 1999.

FIFTEEN YEARS OF RESEARCH ON MOISTURE CONTENT DETERMINATION IN CEREAL GRAINS - (Proceedings)

NELSON, S.O., KRASZEWSKI, A.W., LAWRENCE, K.C., TRABELSI, S. FIFTEEN YEARS OF RESEARCH ON MOISTURE CONTENT DETERMINATION IN CEREAL GRAINS. ELECTROMAGNETIC WAVE INTERACTION WITH WATER AND MOIST SUBSTANCES PROCEEDING. 1999.

FLOW-THROUGH COAXIAL SAMPLE HOLDER DESIGN FOR DIELECTRIC PROPERTIES MEASUREMENTS FROM 1 TO 350 MHZ - (Peer Reviewed Journal) - (14-Nov-98)

SENSING WHEAT MOISTURE CONTENT INDEPENDENT OF DENSITY - (Peer Reviewed Journal) - (23-Feb-98)

RF AND MICROWAVE DIELECTRIC PROPERTIES OF STORED-GRAIN INSECTS AND THEIR IMPLICATIONS FOR POTENTIAL INSECT CONTROL - (Peer Reviewed Journal) - (27-Jan-98)

MEASURING DIELECTRIC PROPERTIES OF HARD RED WINTER WHEAT FROM 1 TO 35O MHZ WITH A FLOW-THROUGH COAXIAL SAMPLE - (Peer Reviewed Journal) - (07-Oct-97)

MEASURING RF AND MICROWAVE PERMITTIVITIES OF ADULT RICE WEEVILS - (Peer Reviewed Journal) - (11-Feb-97)