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.
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), 2008 Annual Inernational Meeting, June.
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.10.1007/S11694-008-9053-1 (online)
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).
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.
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
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.
Kise, M., Park, B., Lawrence, K.C., Windham, W.R. 2008. Development of Handheld Multispectral Imaging For Food Safety Inspection. Biological Engineering (ASABE).
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.
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): (in press)
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
Park, B., Kise, M., Lawrence, K.C., Windham, W.R., Smith, D.P. 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.
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.
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
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.
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
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.
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.
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.
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
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.