Moon S. Kim Research Physicist Publications (Clicking on the reprint icon will take you to the publication reprint.) Hyperspectral and multispectral imaging for evaluating food safety and quality - (Peer Reviewed Journal) Qin, J., Chao, K., Kim, M.S., Lu, R., Burks, T. 2013. Hyperspectral and multispectral imaging for evaluating food safety and quality. Computers and Electronics in Agriculture. 118:157-171. Use of a portable hyperspectral imaging system for monitoring the efficacy of sanitation procedures in produce processing plants - (Peer Reviewed Journal) - (11-Feb-13) Development of a portable hyperspectral imaging system for monitoring the efficacy of sanitation procedures in food processing facilities - (Peer Reviewed Journal) Lefcourt, A.M., Wiederoder, M., Kim, M.S., Lo, Y., Liu, N. 2013. Development of a portable hyperspectral imaging system for monitoring the efficacy of sanitation procedures in food processing facilities. Journal of Food Engineering. 117(1):59-66. Simultaneous detection of multiple adulterants in dry milk using macro-scale Raman chemical imaging - (Peer Reviewed Journal) Qin, J., Chao, K., Kim, M.S. 2013. Simultaneous detection of multiple adulterants in dry milk using macro-scale Raman chemical imaging. Food Chemistry. 138:998-1007. Detection of fresh-cut produce processing residues on food contact surface materials using hyperspectral imaging - (Peer Reviewed Journal) Wiederoder, M., Lefcourt, A.M., Kim, M.S., Lo, Y. 2012. Detection of fresh-cut produce processing residues on food contact surface materials using hyperspectral imaging. Sensing and Instrumentation for Food Quality and Safety. http://dx.doi.org/10.1007/s11694-012-9132-1. Detection of cuticle defects on cherry tomatoes based on hyperspectral fluorescence imagery - (Peer Reviewed Journal) - (10-Sep-12) Development and application of multispectral algorithms for defect apple inspection - (Proceedings) Yang, C., Kim, M.S., Chao, K. 2012. Development and application of multispectral algorithms for defect apple inspection. ASABE Annual International Meeting. Paper #12133701. Inspection of fecal contamination on strawberries using line-Scan LED-induced fluorescence imaging techniques - (Proceedings) Chuang, Y., Yang, C., Kim, M.S., Delwiche, S.R., Chen, S., Chan, D.E. 2012. Inspection of fecal contamination on strawberries using line-Scan LED-induced fluorescence imaging techniques. ASABE Annual International Meeting. Paper No. 21337179. Quantitative detection of pesticide concentration by Raman chemical method - (Abstract Only) Chao, K., Qin, J., Kim, M.S., Chan, D.E., Fu, X. 2012. Quantitative detection of pesticide concentration by Raman chemical method. [abstract]. Evaluating internal maturity of tomatoes using spatially offset Raman spectroscopy - (Proceedings) Qin, J., Chao, K., Kim, M.S. 2012. Evaluating internal maturity of tomatoes using spatially offset Raman spectroscopy. Proceedings of the American Society of Agricultural and Biological Engineers International (ASABE). Paper NO. 12-1337431. The development of line-scan image recognition algorithms for the detection of frass on mature tomatoes - (Proceedings) Yang, C., Kim, M.S., Millner, P.D., Chao, K., Chan, D.E. 2012. The development of line-scan image recognition algorithms for the detection of frass on mature tomatoes. Proceedings of SPIE. 8369(08):1-7. An investigation of FT-Raman spectroscopy for quantification of additives to milk - (Abstract Only) Cheng, Y., Qin, J., Lim, J., Chan, D.E., Kim, M.S., Chao, K. 2012. An investigation of FT-Raman spectroscopy for quantification of additives to milk. Proceedings of SPIE. 8369:83690W. Detecting multiple adulterants in dry milk using Raman chemical imaging - (Proceedings) Qin, J., Chao, K., Kim, M.S. 2012. Detecting multiple adulterants in dry milk using Raman chemical imaging. Proceedings of SPIE. 8369:83690H. Classification of Korla fragrant pears using NIR hyperspectral imaging analysis - (Abstract Only) Rao, X., Yang, C., Ying, Y., Chao, K., Kim, M.S. 2012. Classification of Korla fragrant pears using NIR hyperspectral imaging analysis. Proceedings of SPIE. 8369:83690Y. Effects of ambient and elevated carbon dioxide on the responses of leaf gas exchange, multispectral imaging and primary metabolism of water-stress resistant transgenic maize to drought - (Abstract Only) Barnaby, J.Y., Kim, M.S., Cho, B., Reddy, V., Sicher Jr, R.C. 2012. Effects of ambient and elevated carbon dioxide on the responses of leaf gas exchange, multispectral imaging and primary metabolism of water-stress resistant transgenic maize to drought. BARC Poster Day. Nondestructive evaluation of internal maturity of tomatoes using spatially offset Raman spectroscopy - (Peer Reviewed Journal) Qin, J., Chao, K., Kim, M.S. 2012. Nondestructive evaluation of internal maturity of tomatoes using spatially offset Raman spectroscopy. Postharvest Biology and Technology. 71:21-31. Raman chemical imaging technology for food safety and quality evaluation - (Abstract Only) Qin, J., Chao, K., Kim, M.S. 2012. Raman chemical imaging technology for food safety and quality evaluation. BARC Poster Day. Visible to SWIR hyperspectral imaging for produce safety and quality evaluation - (Peer Reviewed Journal) Kim, M.S., Delwiche, S.R., Chao, K., Lefcourt, A.M., Chan, D.E. 2012. Visible to SWIR hyperspectral imaging for produce safety and quality evaluation. Sensing and Instrumentation for Food Quality and Safety. 5:155-164. Monitoring of biofilm formation on different material surfaces of medical devices using hyperspectral imaging method - (Proceedings) Kim, D., Kim, M.S., Hwang, J. 2012. Monitoring of biofilm formation on different material surfaces of medical devices using hyperspectral imaging method. Proceedings of SPIE. 8215(07):1-7. Computer vision in the poultry industry - (Book / Chapter) Chao, K., Park, B., Kim, M.S. 2012. Computer vision in the poultry industry. Book Chapter. p. 330-351. The application of hypserspectral imaging analysis to fresh food safety inspection - (Abstract Only) Yang, C., Kim, M.S., Chao, K. 2011. The application of hypserspectral imaging analysis to fresh food safety inspection. ASABE Annual International Meeting. Investigation of Raman chemical imaging for detection of Lycopene changes in tomatoes during postharvest ripening - (Peer Reviewed Journal) Qin, J., Chao, K., Kim, M.S. 2011. Investigation of Raman chemical imaging for detection of Lycopene changes in tomatoes during postharvest ripening. Journal of Food Engineering. 107(3-4):277-288. Infra-red imaging technology for detection of bruise damages of Shingo pear - (Proceedings) Cho, B., Kim, M.S., Lee, H., Delwiche, S.R. 2011. Infra-red imaging technology for detection of bruise damages of Shingo pear.. Proceedings of SPIE. 8027: 1-7. Hyperspectral near-infrared reflectance imaging for detection of defect tomatoes - (Proceedings) Lee, H., Kim, M.S., Jeong, D., Chao, K., Cho, B., Delwiche, S.R. 2011. Hyperspectral near-infrared reflectance imaging for detection of defect tomatoes. Proceedings of SPIE. 8027:1-9. Red to far-red multispectral fluorescence image fusion for detection of fecal contamination on apples - (Peer Reviewed Journal) Yang, C., Kim, M.S., Kang, S., Cho, B., Chao, K., Lefcourt, A.M., Chan, D.E. 2011. Red to far-red multispectral fluorescence image fusion for detection of fecal contamination on apples. Journal of Food Engineering. 108:312-319. Fusarium damage assessment in wheat kernels by Vis/NIR hyperspectral imaging - (Peer Reviewed Journal) Delwiche, S.R., Kim, M.S., Dong, Y. 2011. Fusarium damage assessment in wheat kernels by Vis/NIR hyperspectral imaging. Sensing and Instrumentation for Food Quality and Safety. 5:63-71. Evaluating carotenoid changes in tomatoes during postharvest ripening using Raman chemical imaging. - (Proceedings) Qin, J., Chao, K., Kim, M.S. 2011. Evaluating carotenoid changes in tomatoes during postharvest ripening using Raman chemical imaging. Proceedings of SPIE. A Raman chemical imaging system for detection of contaminants in food - (Proceedings) Chao, K., Qin, J., Kim, M.S., Mo, C. 2011. A Raman chemical imaging system for detection of contaminants in food. Proceedings of SPIE. 8027. Control Interface and Tracking Control System for Automated Poultry Inspection - (Peer Reviewed Journal) - (06-Apr-11) 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. Line-scan hyperspectral imaging platform for agro-food safety and quality evaluation: System enhancement and characterization - (Peer Reviewed Journal) Kim, M.S., Chao, K., Chan, D.E., Jun, W., Lefcourt, A.M., Delwiche, S.R., Lee, K. 2011. Line-scan hyperspectral imaging platform for agro-food safety and quality evaluation: System enhancement and characterization. Transactions of the ASABE. 54(2):703-711. Use of inertial properties to orient tomatoes - (Peer Reviewed Journal) Motabar, Lefcourt, A.M., Tasch, U., Kim, M.S., Rostamian, R. 2011. Use of inertial properties to orient tomatoes. Transactions of the ASABE. Development of a Simple Multispectral Algorithm Using a Hyperspectral Line-Scan Imaging System for Detection of Fecal Contamination on Apples - (Peer Reviewed Journal) Yang, C., Kim, M.S., Kang, S., Tao, T., Chao, K., Lefcourt, A.M., Chan, D.E. 2010. Development of a Simple Multispectral Algorithm Using a Hyperspectral Line-Scan Imaging System for Detection of Fecal Contamination on Apples. Sensing and Instrumentation for Food Quality and Safety. 5:10-18. Vis/NIR line-scan hyperspectral imaging techniques for food safety and quality inspection - (Abstract Only) Kim, M.S., Chao, K., Yang, C., Lefcourt, A.M., Chan, D.E. 2010. Vis/NIR line-scan hyperspectral imaging techniques for food safety and quality inspection. Meeting Abstract. Detection of organic residues on poultry processing equipment surfaces by LED-induced fluorescence imaging - (Peer Reviewed Journal) Qin, J., Chao, K., Kim, M.S., Kang, S., Jun, W. 2011. Detection of organic residues on poultry processing equipment surfaces by LED-induced fluorescence imaging. Applied Engineering in Agriculture. 27(1):153-161. Optical sensing technologies for rapid food safety and quality inspection - (Proceedings) Kim, M.S., Chao, K., Chan, D.E., Jun, W., Lefcourt, A.M., Yang, C. 2010. Optical sensing technologies for rapid food safety and quality inspection. [abstract]. 4th International Symposium on Recent Advances in Food Analysis book of abstracts, p. 182. Raman chemical imaging system for food safety and quality inspection - (Peer Reviewed Journal) Qin, J., Chao, K., Kim, M.S. 2010. Raman chemical imaging system for food safety and quality inspection. Transactions of the ASABE. 53(6):1873-1882. Hyperspectral and Multispectral Imaging Technique for Food Quality and Safety Evaluation - (Book / Chapter) Kim, M.S., Chao, K., Chan, D.E., Yang, C., Lefcourt, A.M., Delwiche, S.R. 2011. Hyperspectral and multispectral imaging technique for food quality and safety evaluation. In: Cho, Y., Kang, S. editors. Emerging Technologies for Food Quality and Food Safety Inspection. New York, N.Y.: CRC Press. p. 207-234. Hyperspectral Imaging Technologies for Nondestructive Agro-Food Evaluation - (Proceedings) Kim, M.S., Chao, K., Chan, D.E., Yang, C., Lefcourt, A.M., Delwiche, S.R. 2010. Hyperspectral Imaging Technologies for Nondestructive Agro-Food Evaluation. International Symposium on New Sensing Technology for Measuring Agro-Food Quality Proceedings. p. 57-71. Spectroscopic imaging technologies for online food safety and sanitation inspection - (Abstract Only) Kim, M.S., Chao, K., Chan, D.E., Lefcourt, A.M., Yang, C., Qin, J. 2010. Spectroscopic imaging technologies for online food safety and sanitation inspection. [abstract] National Meeting of Institute of Food Technologists/Food Expo.IFT-10 Abstracts, 170-01. Surface-enhanced Raman scattering spectroscopy for rapid bacterial screening - (Proceedings) Chao, K., Liu, Y., Kim, M.S., Yang, C., Qin, J. 2010. Surface-enhanced Raman scattering spectroscopy for rapid bacterial screening. ASABE Annual International Meeting. Hyperspectral imaging for nondestructive evaluation of tomatoes - (Abstract Only) Kang, S., Kim, M.S., Lee, K., Son, J. 2010. Hyperspectral imaging for nondestructive evaluation of tomatoes.[abstract] . ASABE Annual International Meeting. Damage and quality assessment in wheat by NIR hyperspectral imaging - (Proceedings) Delwiche, S.R., Kim, M.S., Dong, Y. 2010. Damage and quality assessment in wheat by NIR hyperspectral imaging. Proceedings of SPIE. 767607:8. Classification of fecal contamination on leafy greens by hyperspectral imaging - (Proceedings) Yang, C., Kim, M.S., Chao, K., Kang, S., Lefcourt, A.M., Chan, D.E. 2010. Classification of fecal contamination on leafy greens by hyperspectral imaging. Proceedings of SPIE. 7676, 76760F. Real-time near-infrared spectroscopic inspection system for adulterated sesame oil - (Proceedings) Kang, S., Lee, K., Son, J., Kim, M.S., Chao, K. 2010. Real-time near-infrared spectroscopic inspection system for adulterated sesame oil. Proceedings of SPIE. 7676, 76760V. 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. Classification of Fecal Contamination on Leafy Greens by Hyperspectral Imaging - (Proceedings) Yang, C., Jun, W., Kim, M.S., Chao, K., Kang, S., Chan, D.E., Lefcourt, A.M. Classification of Fecal Contamination on Leafy Greens by Hyperspectral Imaging. Meeting Proceedings. http://dx.doi.org/10/1117/12.851069. Detection of organic residues on food processing equipment surfaces by spectral imaging method - (Proceedings) Qin, J., Jun, W., Kim, M.S., Chao, K. 2010. Detection of organic residues on food processing equipment surfaces by spectral imaging method [abstract]. International Society for Optics and Photonics Symposium. 7676:76760801-76760803. Microbial biofilm detection on food contact surfaces by macro-scale fluorescence imaging - (Peer Reviewed Journal) Jun, W., Kim, M.S., Cho, B., Millner, P.D., Chao, K., Chan, D.E. 2010. Microbial biofilm detection on food contact surfaces by macro-scale fluorescence imaging. Journal of Food Engineering. 99(3):314-322. Emission filter design to detect poultry skin tumors using Fluorescene hyperspectral imaging - (Peer Reviewed Journal) Kim, T., Cho, B., Kim, M.S. 2010. Emission filter design to detect poultry skin tumors using Fluorescene hyperspectral imaging. Colombian Journal of Animal Science. 23:9-16. Machine vision system for online wholesomeness inspection of poultry carcasses - (Peer Reviewed Journal) Yang, C., Chao, K., Kim, M.S., Chan, D.E., Early, H., Bell, M. 2010. Machine vision system for online wholesomeness inspection of poultry carcasses. Poultry Science. 89(6):1252-1264. Determination of Wheat Kernel Black Point Damage using Hyper-Spectral Imaging - (Peer Reviewed Journal) Yang, I., Delwiche, S.R., Kim, M.S., Tsai, C., Lo, Y. 2009. Determination of wheat kernel black point damage using hyper-spectral imaging. Journal of Agricultural Machinery. 18:29-44. Spectral line-scan imaging system for high-speed nondestructive wholesomeness inspection of broilers - (Peer Reviewed Journal) Chao, K., Yang, C., Kim, M.S. 2010. Spectral line-scan imaging system for high-speed nondestructive wholesomeness inspection of broilers. Trends in Food Science and Technology. 21(3):129-137. Nondestructive sensing technologies for food safety - (Proceedings) Kim, M.S., Chao, K., Chan, D.E., Jun, W., Lee, K., Kang, S., Yang, C., Lefcourt, A.M. 2009. Nondestructive sensing technologies for food safety. International Symposium for Improvement of Agro-Food Safety Proceedings. p. 119-126. Automatic inspection using machine vision for food safety - (Proceedings) Yang, C., Chao, K., Kim, M.S. 2009. Automatic inspection using machine vision for food safety. In: Proceedings of the 7th Congress of Computers in Agriculture and Natural Resources, June 22-24, 2009, Reno, Nevada. Paper No. 09-7549. Orienting apples for imaging using their inertial properties and random apple loading - (Peer Reviewed Journal) Lefcourt, A.M., Narayanan, P., Tasch, U., Kim, M.S., Reese, D., Rostamian, R., Lo, Y. 2009. Orienting apples for imaging using their inertial properties and random apple loading. Biosystems Engineering. 104(1):64-71. Hyperspectral imaging for detection of black tip damage in wheat kernels - (Proceedings) Delwiche, S.R., Yang, I., Kim, M.S. 2009. Hyperspectral imaging for detection of black tip damage in wheat kernels. International Society for Optical Engineering. 7315(1). Available: http://spiedl.aip.org/dbt/dbt.jsp?KEY=PSISDG&Volume=7315&Issue=1 Detection of microbial biofilms on food processing surfaces: Hyperspectral fluorescence imaging study - (Proceedings) Jun, W., Kim, M.S., Chao, K., Lefcourt, A.M., Roberts, M.S., Mcnaughton, J.L. 2009. Detection of microbial biofilms on food processing surfaces: Hyperspectral fluorescence imaging study. In: Proceedings of SPIE Defense and Security Conference, April 13-17, 2009, Orlando, Florida. p. 73150S128. Recent advances in chemical imaging technology for the detection of contaminants for food safety and security - (Proceedings) Priore, R.J., Olkhovyk, O., Drauch, A., Treado, P., Kim, M.S., Chao, K. 2009. Recent advances in chemical imaging technology for the detection of contaminants for food safety and security. In: Proceedings of SPIE. 7315:731507-1-8. The beneficial endophyte, Trichoderma hamatum, isolate DIS 219B promotes growth and delays the onset of the drought response in Theobroma cacao - (Peer Reviewed Journal) Bae, H., Kim, S., Sicher, Jr., R.C., Kim, M.S., Strem, M.D., Bailey, B.A., Melnick, R. 2009. The beneficial endophyte, Trichoderma hamatum, isolate DIS 219B promotes growth and delays the onset of the drought response in Theobroma cacao. Journal of Experimental Botany. 60:3279-3295. Line-scan imaging for improved high-speed food safety inspection - (Popular Publication) Kim, M.S., Chao, K., Chan, D.E., Lefcourt, A.M. 2009. Line-scan imaging for improved high-speed food safety inspection. SPIE News Room Article, 10.1117/2.1200903.1564. Rapid and routine detection of melamine in animal feed and food by FT-Raman technique - (Abstract Only) Liu, Y., Chao, K., Kim, M.S., Lefcourt, A.M. 2009. Rapid and routine detection of melamine in animal feed and food by FT-Raman technique [abstract]. Proceedings of the Pittcon Meeting, March 8-13, 2009, Chicago, Illinois. Paper No. 2670-29. 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. Assessment of bacterial biofilm on stainless steel by hyperspectral fluorescence imaging - (Peer Reviewed Journal) Jun, W., Kim, M.S., Lee, K., Millner, P.D., Chao, K. 2009. Assessment of bacterial biofilm on stainless steel by hyperspectral fluorescence imaging. Sensing and Instrumentation for Food Quality and Safety. 3(1):41-48. Machine vision system for online inspection of freshly slaughtered chickens - (Peer Reviewed Journal) Yang, C., Chao, K., Kim, M.S. 2009. Machine vision system for online inspection of freshly slaughtered chickens. Sensing and Instrumentation for Food Quality and Safety. 3(1):70-80. Using parabolic mirrors for complete imaging of apple surfaces - (Peer Reviewed Journal) Reese, D., Lefcourt, A.M., Kim, M.S., Lo, M.Y. 2009. Using parabolic mirrors for complete imaging of apple surfaces. Bioresource Technology. 100(19):4499-4506. Orientation of apples using their inertial properties - (Peer Reviewed Journal) Narayanan, P., Lefcourt, A.M., Tasch, U., Rostamian, R., Kim, M.S. 2008. Orientation of apples using their inertial properties. Transactions of the ASABE. 51(6):2073-2081. Line-scan spectral imaging systems for online poultry carcass inspection - (Peer Reviewed Journal) Chao, K., Yang, C., Kim, M.S. 2009. Line-scan spectral imaging systems for online poultry carcass inspection. Journal of Food Process Engineering. Available at http://dx.doi.org/10.1111/j.1745-4530.2008.00341.x Theoretical analysis of stability of axially symmetric objects with regard to orienting apples - (Peer Reviewed Journal) Narayanan, P., Lefcourt, A.M., Tasch, U., Rostamian, R., Grinblat, A., Kim, M.S. 2008. Theoretical analysis of stability of axially symmetric objects with regard to orienting apples. Transactions of the ASABE. 51(4):1353-1364. SERS Technique for Rapid Bacterial Screening - (Proceedings) Chao, K., Kim, M.S., Liu, Y. 2008. Sers technique for rapid bacterial screening. ASABE Food Processing Automation Conference, June 28-29, 2008, Providence, Rhode Island. DETECTION OF BACTERIAL BIOFILM ON STAINLESS STEEL BY HYPERSPECTRAL FLUORESCENCE IMAGING - (Proceedings) Jun, W., Lee, K., Millner, P.D., Sharma, M., Chao, K., Kim, M.S. 2008. Detection of bacterial biofilm on stainless steel by hyperspectral fluorescence imaging. Food Processing Automation Conference Proceedings, June 28 - July 2, 2008, Providence, Rhode Island. Use of concave mirrors and a single camera to acquire full surface information of randomly oriented apples - (Abstract Only) Lefcourt, A.M., Reese, D., Kim, M.S., Lo, Y. 2008. Use of concave mirrors and a single camera to acquire full surface information of randomly oriented apples. ASABE Annual International Meeting, June 29 - July 2, 2008, Providence, RI. 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. HIGH THROUGHPUT SPECTRAL IMAGING SYSTEM FOR WHOLESOMENESS INSPECTION OF CHICKEN - (Peer Reviewed Journal) Chao, K., Yang, C., Kim, M.S., Chan, D.E. 2008. High throughput spectral imaging system for wholesomeness inspection of chicken. Applied Engineering in Agriculture. 24(4):475-485. CORRELATION ANALYSIS OF HYPERSPECTRAL IMAGERY FOR MULTISPECTRAL WAVELENGTH SELECTION FOR DETECTION OF DEFECTS ON APPLES - (Peer Reviewed Journal) Lee, K., Kang, S., Delwiche, S.R., Kim, M.S., Noh, S. 2008. Correlation analysis of hyperspectral imagery for multispectral wavelength selection for detection of defects on apples. Sensing and Instrumentation for Food Quality and Safety. 2(2):90-96. Novel Technologies for Processing Apples - (Abstract Only) Lefcourt, A.M., Kim, M.S., Narayanan, P., Reese, D., Tasch, U., Rostamian, R., Chao, K., Lo, Y. 2008. Novel Technologies for Processing Apples [abstract]. United Fresh Produce Assocation Meeting, May 4-8, 2008, Las Vegas, Nevada. Portable hyperspectral fluorescence imaging system for detection of biofilms on stainless steel surfaces - (Proceedings) Jun, W., Lee, K., Millner, P.D., Sharma, M., Chao, K., Kim, M.S. 2008. Portable hyperspectral fluorescence imaging system for detection of biofilms on stainless steel surfaces. Proceedings of SPIE, March 17-20, 2008, Orlando, Florida. MULTISPECTRAL LINE-SCAN IMAGING SYSTEM FOR SIMULTANEOUS FLUORESCENCE AND REFLECTANCE MEASUREMENTS OF APPLES: MULTITASK APPLE INSPECTION SYSTEM - (Peer Reviewed Journal) Kim, M.S., Lee, K., Chao, K., Lefcourt, A.M., Jun, W., Chan, D.E. 2008. Multispectral line-scan imaging system for simultaneous fluorescence and reflectance measurements of apples: multitask apple inspection system. Sensing and Instrumentation for Food Quality and Safety. 2(2):123-129. PORTABLE HYPERSPECTRAL FLUORESCENCE IMAGING SYSTEM FOR DETECTION OF BIOFILM ON STAINLESS STEEL COUPON - (Abstract Only) Jun, W., Lee, K., Millner, P.D., Sharma, M., Chao, K., Kim, M.S. 2008. Portable hyperspectral fluorescence imaging system for detection of biofilm on stainless steel coupon. BARC Poster Day, Beltsville, MD, April 23, 2008. Rapid Screening and Species Identification of E. Coli, Listeria, and Salmonella by SERS Technique - (Proceedings) Liu, Y., Chao, K., Kim, M.S., Nou, X. 2008. Rapid Screening and Species Identification of E. Coli, Listeria, and Salmonella by SERS Technique. Proceedings of SPIE. 6381:6381OU-1-6381OU-9. Detecting Citrus Canker using Hyperspectral Reflectance Imaging and PCA-based Image Classification Method - (Proceedings) Qin, J., Burks, T., Kim, M.S., Chao, K., Ritenour, M.A. 2008. Detecting Citrus Canker using Hyperspectral Reflectance Imaging and PCA-based Image Classification Method. Proceedings of SPIE. DOI:10.117/12.786866. ONLINE MULTITASKING LINE-SCAN IMAGING TECHNIQUES FOR SIMULTANEOUS SAFETY AND QUALITY EVALUATION OF APPLES - (Peer Reviewed Journal) Kim, M.S., Lee, K., Chao, K., Lefcourt, A.M., Cho, B., Jun, W. 2008. Online multitasking line-scan imaging techniques for simultaneous safety and quality evaluation of apples. Modern Physics Letter B. 22(11):147-952. RAPID NONDESTRUCTIVE SPECTRAL IMAGING TECHNOLOGIES FOR ONLINE FOOD SAFETY INSPECTION - (Abstract Only) Kim, M.S., Chao, K., Lefcourt, A.M. 2008. Rapid nondestructive spectral imaging technologies for online food safety inspection. Proceedings of Pittcon Meeting, March 1-4, 2008, New Orleans, LA. HIGH THROUGHPUT SPECTRAL IMAGING SYSTEM FOR WHOLESOMENESS INSPECTION OF POULTRY - (Proceedings) Chao, K., Yang, C., Kim, M.S. 2008. High throughput spectral imaging system for wholesomeness inspection of poultry. Midwest Poultry Federation Proceedings. 11:1-7. MULTISPECTRAL IMAGING TECHNOLOGIES FOR RAPID-ONLINE SAFETY INSPECTION OF FOODS - (Abstract Only) Kim, M.S., Chao, K., Lefcourt, A.M. 2008. Multispectral imaging technologies for rapid-online safety inspection of foods. LabAutomation Conference, 01/30/2008, Palm Springs, California. LABEL-FREE SERS FOR RAPID AND SIMULTANEOUS SPECIES IDENTIFICATION OF ESCHERICHIA COLI, LISTERIA MONOCYTOGENES, AND SALMONELLA TYPHIMONIUM BACTERIA - (Peer Reviewed Journal) Liu, Y., Chen, Y., Nou, X., Kim, M.S., Chao, K. 2008. Label-free sers for rapid and simultaneous species identification of escherichia coli, listeria monocytogenes, and salmonella typhimonium bacteria. Spectroscopy Magazine. 12(2):48-54. ALGORITHMS FOR PARAMETERIZATION OF DYNAMICS OF INERTIA-BASED APPLE ORIENTATION - (Peer Reviewed Journal) Lefcourt, A.M., Narayanan, P., Tasch, U., Rostamian, R., Kim, M.S., Chen, Y.R. 2008. Algorithms for parameterization of dynamics of inertia-based apple orientation. Applied Engineering in Agriculture. 24(1):123-129. DETECTION OF FECAL/INGESTA CONTAMINANTS ON POULTRY PROCESSING EQUIPMENT SURFACES BY VISIBLE AND NEAR-INFRARED REFLECTANCE SPECTROSCOPY - (Peer Reviewed Journal) Chao, K., Nou, X., Liu, Y., Kim, M.S., Chan, D.E., Yang, C., Patel, J.R., Sharma, M. 2008. Detection of fecal/ingesta contaminants on poultry processing equipment surfaces by visible and near-infrared reflectance spectroscopy. Applied Engineering in Agriculture. 24(11):49-55. WHOLE SURFACE IMAGE RECONSTRUCTION FOR MACHINE VISION INSPECTION OF FRUIT - (Proceedings) Reese, D.Y., Lefcourt, A.M., Kim, M.S., Lo, M., Narayanan, P. 2007. Whole surface image reconstruction for machine vision inspection of fruit. Proceedings of SPIE Conference, Boston, MA 09/12/2007. Vol. 6761. WHOLE SURFACE IMAGE RECONSTRUCTION FOR MACHINE VISION INSPECTION OF APPLES - (Abstract Only) Reese, D.Y., Lefcourt, A.M., Kim, M.S., Lo, M., Narayanan, P. 2007. Whole surface image reconstruction for machine vision inspection of apples [abstract]. International Food Technology (IFT) Expo 2007. HYPERSPECTRAL/MULTISPECTRAL LINE-SCAN IMAGING SYSTEM FOR AUTOMATED POULTRY CARCASS INSPECTION APPLICATIONS FOR FOOD SAFETY - (Peer Reviewed Journal) Chao, K., Yang, C., Chen, Y.R., Kim, M.S., Chan, D.E. 2007. Hyperspectral/multispectral line-scan imaging system for automated poultry carcass inspection applications for food safety. Poultry Science. 86(11):2450-2460. HYPERSPECTRAL REFLECTANCE AND FLUORESCENCE LINE-SCAN IMAGING FOR ONLINE QUALITY AND SAFETY INSPECTION OF APPLES - (Peer Reviewed Journal) Kim, M.S., Chen, Y.R., Cho, B., Chao, K., Lefcourt, A.M., Chan, D.E. 2007. Hyperspectral reflectance and fluorescence line-scan imaging for online quality and safety inspection of apples. Sensing and Instrumentation for Food Quality and Safety. 1(3):151-159. TESTS OF THE ABILITY TO ORIENT APPLES USING THEIR INERTIAL PROPERTIES - (Proceedings) Narayanan, P., Lefcourt, A.M., Tasch, U., Rostamian, R., Kim, M.S. 2007. Tests of the ability to orient apples using their inertial properties. ASABE Annual International Meeting. Paper #07646. TECHNIQUES FOR IMAGING THE WHOLE SURFACE OF FRUITS - (Abstract Only) Lefcourt, A.M., Kim, M.S., Narayanan, P., Reese, D.Y., Tasch, U., Lo, M., Rostamian, R. 2007. Techniques for imaging the whole surface of fruits [abstract]. International Fresh Cut Produce Association Annual Conference, Palms Springs, CA, April 25-27, 2008. POULTRY SKIN TUMOR DETECTION IN HYPERSPECTRAL REFLECTANCE IMAGES BY COMBINING CLASSIFIERS - (Peer Reviewed Journal) Xu, C., Kim, I.M., Kim, M.S. 2007. Poultry skin tumor detection in hyperspectral reflectance images by combining classifiers. Computers in Agriculture. (4633):1289-12969. MULTISPECTRAL DETECTION OF ORGANIC RESIDUES ON POULTRY PROCESSING PLANT EQUIPMENT BASED ON HYPERSPECTRAL REFLECTANCE IMAGING TECHNIQUE - (Peer Reviewed Journal) Cho, B., Chen, Y.R., Kim, M.S. 2007. Multispectral detection of organic residues on poultry processing plant equipment based on hyperspectral reflectance imaging technique. Computers and Electronics in Agriculture. 57(2):177-189. Coordinated regulation of polyamine biosynthesis in Theobroma cacao (cacao) tissues responding to stress - (Peer Reviewed Journal) Bae, H., Kim, S., Kim, M.S., Sicher, Jr., R.C., Strem, M.D., Natarajan, S.S., Bailey, B.A. 2008. Coordinated regulation of polyamine biosynthesis in Theobroma cacao (cacao) tissues responding to stress. Plant Physiology and Biochemistry. 46:174-188. Fast Line-Scan Imaging System For Broiler Carcass Inspection - (Peer Reviewed Journal) Chao, K., Yang, C., Chen, Y.R., Kim, M.S., Chan, D.E. 2007. Fast Line-Scan Imaging System For Broiler Carcass Inspection. Jrnl of Sensing and Instrumentation for Food Quality and Safety. 1:62-71. COMBINING CANOPY REFLECTANCE MODELS AND SPECTRAL ANGLE MAPPER TO DETECT INVASIVE WEEDS BY REMOTE SENSING - (Peer Reviewed Journal) Hunt, E.R., Jr., Daughtry, C.S.T., Kim, M.S., Parker Williams, A.E. 2007 Combining canopy reflectance models and spectral angle mapper to detect invasive weeds by remote sensing. Journal of Applied Remote Sensing. 1:1-17. DEVELOPMENT OF SIMPLE ALGORITHMS FOR THE DETECTION OF FECAL CONTAMINANTS ON APPLES FROM VISIBLE / NEAR INFRAED HYPERSPECTRAL REFLECTANCE IMAGING - (Peer Reviewed Journal) Liu, Y., Chen, Y.R., Kim, M.S., Chan, D.E., Lefcourt, A. M. 2007. Development of simple algorithms for the detection of fecal contaminants on apples from visible/near infrared hyperspectral reflectance imaging. Jrnl. of Food Eng. 81:412-418. HYPERSPECTRAL REFLECTANCE AND FLUORESCENCE LINE-SCAN IMAGING SYSTEM FOR ONLINE DETECTION OF FECAL CONTAMINATION ON APPLES - (Proceedings) Kim, M.S., Cho, B., Yang, C., Chao, K., Lefcourt, A.M., Chen, Y.R. 2006. Hyperspectral reflectance and fluorescence line-scan imaging system for online detection of fecal contamination on apples. Proceedings of SPIE. 6831:1-8. DEVELOPMENT OF VIDEO TECHNOLOGY TO ANALYZE DYNAMICS OF INERTIA-BASED APPLE ORIENTATION - (Proceedings) Lefcourt, A.M., Narayanan, P., Rostamian, R., Tasch, U., Kim, M.S., Chen, Y.R. 2006. Development of video technology to analyze dynamics of inertia-based apple orientation. Proceedings of SPIE. 6381:Q1-Q10. DEVELOPMENT OF ONLINE LINE-SCAN IMAGING SYSTEM FOR CHICKEN INSPECTION AND DIFFERENTIATION - (Proceedings) Yang, C., Chan, D.E., Chao, K., Chen, Y.R., Kim, M.S. 2006. Development of online line-scan imaging system for chicken inspection and differentiation. Proceedings of SPIE. 6381:Y1-Y10. POULTRY CARCASS INSPECTION BY A FAST LINE-SCAN IMAGING SYSTEM: RESULTS FROM IN-PLANT TESTING - (Proceedings) Chao, K., Yang, C., Chen, Y.R., Chan, D.E., Kim, M.S. 2006. Poultry carcass inspection by a fast line-scan imaging system: results from in-plant testing. Proceedings of SPIE. 6381:Q1-Q10. COMPARISON OF VISIBLE AND NEAR INFRARED REFLECTANCE SPECTROSCOPY FOR THE DETECTION OF FAECES/INGESTA CONTAMINANTS FOR SANITATION VERIFICATION AT SLAUGHTER PLANTS - (Peer Reviewed Journal) Liu, Y.D., Chao, K., Chen, Y.R., Kim, M.S., Nou, X., Chan, D.E., Yang, C. 2006. Comparison of visible and near infrared reflectance spectroscopy for the detection of faeces/ingesta contaminants for sanitation verification at slaughter plants. Near Infrared Spectroscopy Journal. 14:325-331. DEVELOPMENT OF FUZZY LOGIC-BASED DIFFERENTIATION ALGORITHM AND FAST LINE-SCAN IMAGING SYSTEM FOR CHICKEN INSPECTION - (Peer Reviewed Journal) Yang, C., Chao, K., Chen, Y.R., Kim, M.S., Chan, D.E. 2006. Development of fuzzy logic-based differentiation algorithm and fast line-scan imaging system for chicken inspection. Biosystems Engineering. 95(4):483-496. HYPERSPECTRAL FLUORESCENCE IMAGING FOR ON-LINE SAFETY INSPECTION OF APPLES - (Abstract Only) Kim, M.S., Chen, Y.R., Cho, B., Yang, C., Lefcourt, A.M., Chao, K. 2006. Hyperspectral fluorescence imaging for on-line safety inspection of apples. Abstract of International Horticultural Congress, August 13-19, 2006, Seol, Korea. ONLINE HYPERSPECTRAL LINE-SCAN FLUORESCENCE IMAGING FOR SAFETY INSPECTION OF APPLES - (Peer Reviewed Journal) Kim, M.S., Chen, Y.R., Cho, B. 2008. Online hyperspectral line-scan fluorescence imaging for safety inspection of apples. Acta Horticulture Proceedings. 768:385-390. THEORETICAL ASPECTS OF ORIENTING FRUIT USING STABILITY PROPERTIES DURING ROTATION - (Proceedings) Narayanan, P., Lefcourt, A.M., Tasch, U., Rostamian, R., Grinblat, A., Kim, M.S. 2006. Theoretical aspects of orienting fruit using stability properties during rotation [abstract]. ASABE Annual International Meeting. Paper No. 061144. FLUORESCENCE CHARACTERISTICS OF WHOLESOME AND UNWHOLESOME CHICKEN CARCASSES - (Peer Reviewed Journal) Kim, M.S., Chen, Y.R., Kang, S., Kim, I., Lefcourt, A.M., Kim, M. 2006. Fluorescence characteristics of wholesome and unwholesome chicken carcasses. Journal of Applied Spectroscopy. 60(10):1210-1216. SYSTEMATIC APPROACH FOR USING HYPERSPECTRAL IMAGING DATA TO DEVELOP MULTISPECTRAL IMAGINING SYSTEMS: DETECTION OF FECES ON APPLES - (Peer Reviewed Journal) Lefcourt, A.M., Kim, M.S., Chen, Y.R., Kang, S. 2006. Systematic approach for using hyperspectral imaging data to develop multispectral imagining systems: detection of feces on apples. Computers and Electronics in Agriculture. 54:22-35. NECROSIS- AND ETHYLENE-INDUCING PEPTIDE (NEP1) FROM FUSARIUM OXYSPORUM INDUCES A COMPLEX CASCADE OF TRANSCRIPTS ASSOCIATED WITH SIGNAL TRANSDUCTION AND PROGRAMMED CELL DEATH. - (Peer Reviewed Journal) Bae, H., Kim, M.S., Sicher Jr, R.C., Bae, H., Bailey, B.A. 2006. Necrosis- and ethylene-inducing peptide (nep1) from fusarium oxysporum induces a complex cascade of transcripts associated with signal transduction and programmed cell death. Plant Physiology. 141:1056-1067. DETECTION OF CONTAMINANTS ON POULTRY PROCESSING PLANT EQUIPMENT USING LASER-INDUCED FLUORESCENCE IMAGING - (Peer Reviewed Journal) Kim, M.S., Cho, B., Chao, K., Lefcourt, A.M., Liu, Y., Chen, Y.R. 2006. Detection of contaminants on poultry processing plant equipment using laser-induced fluorescence imaging. Key Engineering Materials. 321-323:1157-1162. SIMPLE REGION OF INTEREST ANALYSIS FOR SYSTEMICALLY DISEASED CHICKEN IDENTIFICATION USING MULTISPECTRAL IMAGING - (Peer Reviewed Journal) Yang, C.C., Chao, K., Chen, Y.R., dKim, M.S., Early, H.L. 2006. Simple region of interest analysis for systemically diseased chicken identification using multispectral imaging. Transactions of ASAE. 49(1):245-257. HYPERSPECTRAL IMAGING TECHNIQUE FOR DETECTION OF POULTRY FECAL RESIDUES ON FOOD PROCESSING EQUIPMENT - (Proceedings) Cho, B.K., Kim, M.S., Chen, Y.R. 2005. Hyperspectral imaging technique for detection of poultry fecal residues on food processing equipments. Proceedings of SPIE Conf., Oct. 23-27, 2005, Boston, Mass. 5996:L1-L10. THREE-COLOR MIXING FOR CLASSIFYING AGRICULTURAL PRODUCTS FOR SAFETY AND QUALITY - (Peer Reviewed Journal) Ding, F., Chen, Y.R., Chao, K., Kim, M.S. 2006. Three-color mixing for classifying agricultural products for safety and quality. Applied Optics. 45(15):3516-3526. DEVELOPMENT OF FAST LINE SCANNING IMAGING ALGORITHM FOR DISEASED CHICKEN DETECTION - (Proceedings) Yang, C.C., Chao, K., Chen, Y.R., Kim, M.S. 2005. Development of fast line scanning imaging algorithm for diseased chicken detection. SPIE Conference, 10/23-26, 2005, Boston, Massachusetts. 5996OC-1-5996OC-12. TECHNIQUE FOR NORMALIZING INTENSITY HISTOGRAMS OF IMAGES WHEN THE APPROXIMATE SIZE OF THE TARGET IS KNOWN: DETECTION OF FECES ON APPLES USING FLUORESCENCE IMAGING - (Peer Reviewed Journal) Lefcourt, A.M. and Kim, M.S. 2006. Technique for normalizing intensity histograms of images when the approximate size of the target is known: Detection of feces on apples using fluorescence imaging. Computers and Electonics in Agriculture. 50:135-147. DEVELOPMENT OF HYPERSPECTRAL IMAGING TECHNIQUE FOR THE DETECTION OF CHILLING INJURY IN CUCUMBERS - (Proceedings) Liu, Y., Chen, Y.R., Wang, C.Y., Chan, D.E., Kim, M.S. 2004. Development of hyperspectral imaging technique for the detection of chilling injury in cucumbers. In: Chen, Y.R., Tu, S.I, editors. Proceedings of Nondestructive Sensing for Food Safety, Quality, and Natural Resources. The International Society for Optical Engineering Conference, October 26-27, 2004, Philadelphia, Pennsylvania. p. 18-28. DEVELOPMENT OF HYPERSPECTRAL IMAGING TECHNIQUE FOR THE DETECTION OF CHILLING INJURY IN CUCUMBERS: PART I. SPECTRAL ANALYSIS - (Peer Reviewed Journal) Liu, Y., Chen, Y.R., Wang, C.Y., Chan, D.E., Kim, M.S. 2005. Development of hyperspectral imaging technique for the detection of chilling injury in cucumbers: Part I. Spectral Analysis. Applied Engineering in Agriculture. 22:101-111. DEVELOPMENT OF HYPERSPECTRAL IMAGING TECHNIQUE FOR THE DETECTION OF CHILLING INJURY IN CUCUMBERS: SPECTRAL AND IMAGE ANALYSIS - (Peer Reviewed Journal) Liu, Y., Chen, Y.R., Wang, C.-Y., Chan, D.C., Kim, M.S. 2006. Development of hyperspectral imaging technique for the detection of chilling injury in cucumbers; spectral and image analysis. Applied Eng. in Agric. 22:(1):101-111. EVALUATING UV-B EFFECTS AND EDU PROTECTION IN SOYBEAN LEAVES USING FLUORESCENCE EMISSION SPECTRA AND FLUORESCENCE IMAGES - (Peer Reviewed Journal) Middleton, E.M., Kim, M.S., Krizek, D.T., Bajwa Ravinder, K. 2005. Evaluating uv-b effects and edu protection in soybean leaves using fluorescence emission spectra and fluorescence images. American Society for Photobiology. 81(5):1075-1085. FECAL CONTAMINATION, DETECTION, AND CLASSIFICATION ON CANTALOUPES USING HYPERSPECTRAL FLUORESCENCE IMAGERY - (Peer Reviewed Journal) Vargas, A.M., Kim, M.S., Tao, Y., Lefcourt, A.M., Chen, Y.R. 2005. Fecal Contamination, detection, and classification on cantaloupes using hyperspectral fluorescence imaging. J. of Food Science. 70(8):E471-E476. MULTISPECTRAL LASER INDUCED FLUORESCENCE IMAGING TECHNIQUES FOR NONDESTRUCTIVE ASSESSMENT OF POSTHARVEST FOOD QUALITY AND SAFETY - (Peer Reviewed Journal) Kim, M.S., Lefcourt, A.M., Chen, Y.R. 2005. Multispectral laser induced flourescence imaging techniques for nondestructive assessment of postharvest food quality and safety. Acta Horticulture. 682:1379-1386. A TRANSPORTABLE FLUORESCENCE IMAGING SYSTEM FOR DETECTING FECAL CONTAMINANTS - (Peer Reviewed Journal) Lefcourt, A.M., Kim, M.S., Chen, Y.R. 2005. A transportable flourescence imaging system for detection of fecal contaminants. Computer Electronics in Agriculture. 48:63-74. CHICKEN DISEASE CHARACTERIZATION BY FLUORESCENCE SPECTROSCOPY - (Peer Reviewed Journal) Kang, S., Kim, M.S., and Kim, I. 2004. Chicken Disease Characterization by Fluorescence Spectroscopy. Journal of Agri. and Biosys. Eng. 5(1):25-29. DETECTION OF FECAL CONTAMINATION ON APPLES USING NANOSECOND-SCALE TIME-RESOLVED IMAGING OF LASER INDUCED FLUORESCENCE - (Peer Reviewed Journal) Lefcourt, A.M., Kim, M.S., Chen, Y.R. 2005. Detection of fecal contamination on apples using nonosecond-scale time-resolved imaging of laser induced fluorescence. Applied Optics. 44(7):1160-1170. NS-SCALE TIME-RESOLVED LASER INDUCED FLUORESCENCE IMAGING FOR DETECTION OF FECAL CONTAMINATION ON APPLES - (Proceedings) Kim, M.S., Lefcourt, A.M., Chen, Y.R.. 2004. NS-scale time-resolved laser induced flourescence imaging for detection of fecal contamination on apples. In: Chen, Y.R., Tu, Shu-I., editors. Nondestructive Sensing for Food Safety, Quality, and Natual Resources. The International Society for Optical Engineering Conference, October 27-28, 2004, Philadelphia, Pennsylvania. p. 190-197. AUTOMATED DETECTION OF FECAL CONTAMINATION OF APPLES BASED ON MULTISPECTRAL FLUORESCENCE IMAGE FUSION - (Peer Reviewed Journal) Kim, M.S., Lefcourt, A.M., Chen, Y.R., Tao, Y. 2005. Automated detection of fecal contamination of apples based on multispectral flourescence image fusion. Journal of Food Engineering. 71(1):85-91. DEVELOPMENT OF SIMPLE ALGORITHM FOR THE DETECTION OF CHILLING INJURY IN CUCUMBERS FROM VISIBLE/NEAR INFRARED HYPERSPECTRAL IMAGING - (Peer Reviewed Journal) Liu, Y., Chen, Y.R., Wang, C.Y., Chan, D.E., Kim, M.S. 2005. Development of simple algorithm for the detection of chilling injury in cucumbers from visible/near infrared hyperspectral imaging. Applied Spectroscopy. 59:136-143. DEVELOPMENT OF HYPERSPECTRAL IMAGING TECHNIQUE FOR THE DETECTION OF CHILLING INJURY IN CUCUMBERS: PART II. IMAGE ANALYSIS - (Peer Reviewed Journal) - (20-Sep-04) SAFETY INSPECTION OF CANTALOUPES AND STRAWBERRIES USING MULTISPECTRAL FLUORESCENCE IMAGING TECHNIQUES - (Proceedings) - (31-Aug-04) APPLICATION OF MULTISPECTRAL IMAGING FOR IDENTIFICATION OF SYSTEMICALLY DISEASED CHICKEN - (Proceedings) Yang, C., Chao, K., Chen, Y.R., Kim, M.S. 2004. Application of multispectral imaging for identification of systemically diseased chicken.(Abstract). ASAE Annual International Meeting. ASAE Paper No. 04-3034. DETECTION OF SKIN TUMORS ON CHICKEN CARCASSES USING HYPERSPECTRAL FLUORESCENCE IMAGING - (Peer Reviewed Journal) Kim, I., Kim, M.S., Chen, Y.R., Kong, S.G., 2004. Detection of skin tumors on chicken carcasses using hyperspectral fluorescence imaging. Transactions of the ASAE. Volume 47(5): 1785-1792. A NOVEL INTEGRATED PCA AND FLD METHOD ON HYPERSPECTRAL IMAGING FEATURE EXTRACTION FOR CUCUMBER CHILLING DAMAGE INSPECTION - (Peer Reviewed Journal) Cheng, X., Chen, Y.R., Tao, Y., Wang, C.Y., Kim, M.S., Lefcourt, A.M. 2004. A novel integrated PCA and FLD method on hyperspectral imaging feature extraction method for cucumber chilling damage inspection. Transactions of ASAE. 47(04):1313-1320. EVALUATING UV-B EFFECTS AND EDU PROTECTION IN SOYBEAN LEAVES USING FLUORESCENCE EMISSION SPECTRA AND FLUORESCENCE IMAGES - (Abstract Only) Middleton, E.M., Kim, M.S., Krizek, D.T. 2004. Evaluating UV-B effects and EDU protection in soybean leaves using fluorescence emission spectra and fluorescence images. [abstract] Program and Abstracts, Annual Meeting, American Society for Photobiology, Seattle, WA, July 10-14, 2004. p.23. HYPERSPECTRAL AND MULTISPECTRAL LASER INDUCED FLUORESCENCE IMAGING TECHNIQUES FOR FOOD SAFETY INSPECTION - (Peer Reviewed Journal) Kim, M.S., Lefcourt, A.M., Chen, Y.R., Kang, S. 2004. Hyperspectral and multispectral laser induced fluorescence imaging techniques for food safety inspection. Key Engineering Materials. Vols.270-273:PP.1055-1063. MULTISPECTRAL FLUORESCENCE IMAGING TECHNIQUES FOR NONDESTRUCTIVE FOOD SAFETY INSPECTION - (Proceedings) Kim, M.S., Lefcourt, A.M., Chen, Y.R. 2003. Multispectral fluorescence techniques for non-destructive food safety inspection. SPIE Proceedings entitled: Monitoring Food, Safety, Agriculture, and Plant Health. 5271:62-72. PORTABLE MULTISPECTRAL FLUORESCENCE IMAGING SYSTEM FOR FOOD SAFETY APPLICATIONS - (Proceedings) Lefcourt, A.M., Kim, M.S., Chen, Y.R. 2003. Portable multispectral fluorescence imaging system for food safety applications. SPIE Proceedings entitled: Monitoring Food, Safety, Agriculture, and Plant Health. 5271:62-72. ANALYSIS OF HYPERSPECTRAL FLUORESCENCE IMAGES FOR POULTRY SKIN TUMOR INSPECTION - (Peer Reviewed Journal) Kong, S.G., Chen, Y.R., Kim, I., Kim, M.S. 2004. Analysis of hyperspectral fluorescence images for poultry skin tumor inspection. Applied Optics. 43(2):1-10. MULTISPECTRAL LASER-INDUCED FLUORESCENCE IMAGING SYSTEM FOR LARGE BIOLOGICAL SAMPLES - (Peer Reviewed Journal) KIM, M.S., LEFCOURT, A.M., CHEN, Y.R. MULTISPECTRAL LASER-INDUCED FLUORESCENCE IMAGING SYSTEM FOR LARGE BIOLOGICAL SAMPLES. APPLIED OPTICS. 42(19):3927-3934. 2003. AUTOMATED DETECTION OF FECAL CONTAMINATION OF APPLES BY MULTISPECTRAL LASER-INDUCED FLUORESCENCE IMAGING - (Peer Reviewed Journal) LEFCOURT, A.M., KIM, M.S., CHEN, Y.R. AUTOMATED DETECTION OF FECAL CONTAMINATION OF APPLES BY MULTISPECTRAL LASER-INDUCED FLUORESCENCE IMAGING. APPLIED OPTICS. 2003. VISIBLE/NIR IMAGING SPECTROSCOPY FOR ASSESSING QUALITY AND SAFETY OF AGRO-FOODS - (Proceedings) Chen, Y.R., Kim, M.S. 2004. Visible/NIR imaging spectroscopy for assessing quality and safety of agro-foods. In: Proceedings of the NIR Publications-NIR2003, Cordova, Spain. p. 67-68. DEVELOPMENT OF DETECTION METHODS FOR DEFECTS AND CONTAMINATIONS ON APPLE SURFACE USING HYPERSPECTRAL IMAGING TECHNIQUE - (Peer Reviewed Journal) Mehl, P.M., Chen, Y.R., Kim, M.S. 2004. Development of detection methods for defects and contaminations on apple surface using hyperspectral imaging technique. Journal of Food Engineering. 61(1):67-81. OPTIMAL FLUORESCENCE EXCITATION AND EMISSION BANDS FOR DETECTION OF FECAL CONTAMINATION - (Peer Reviewed Journal) KIM, M.S., LEFCOURT, A.M., CHEN, Y.R. OPTIMAL FLUORESCENCE EXCITATION AND EMISSION BANDS FOR DETECTION OF FECAL CONTAMINATION. JOURNAL OF FOOD PROTECTION. 66(7):1198-1207. 2003. ASSESSMENT OF COMBINED EFFECTS OF ELEVATED TROPOSPHERIC O3 AND CO2 ON SOYBEAN UNDER WELL-WATERED AND RESTRICTED SOIL MOISTURE CONDITIONS BY MULTISPECTRAL FLUORESCENCE IMAGING TECHNIQUES - (Peer Reviewed Journal) KIM, M.S., MULCHI, C.L., DAUGHTRY, C.S., MCMURTREY III, J.E. ASSESSMENT OF COMBINED EFFECTS OF ELEVATED TROPOSPHERIC O3 AND CO2 ON SOYBEAN UNDER WELL-WATERED AND RESTRICTED SOIL MOISTURE CONDITIONS BY MULTISPECTRAL FLUORESCENCE IMAGING TECHNIQUES. CROP SCIENCE. 2003. MULTISPECTRAL DETECTION OF FECAL CONTAMINATION ON APPLES BASED ON HYPERSPECTRAL IMAGERY - PART II: APPLICATION OF HYPERSPECTRAL FLUORESCENCE IMAGING - (Peer Reviewed Journal) Kim, M.S., Lefcourt, A.M., Chen, Y.R., Kim, I., Chan, D.E., Chao, K. 2002. Multispectral detection of fecal contamination on apples based on hyperspectral imagery - part ii: application of hyperspectral fluorescence imaging. Transactions of the ASAE. 46(2):2039-2047. MULTISPECTRAL DETECTION OF FECAL CONTAMINATION ON APPLES BASED ON HYPERSPECTRAL IMAGERY - PART I: APPLICATION OF VISIBLE-NEAR INFRARED REFLECTANCE IMAGING - (Peer Reviewed Journal) KIM, M.S., CHAO, K., CHEN, Y.R., CHAN, D.E., KIM, I., LEFCOURT, A.M. MULTISPECTRAL DETECTION OF FECAL CONTAMINATION ON APPLES BASED ON HYPERSPECTRAL IMAGERY - PART I: APPLICATION OF VISIBLE-NEAR INFRARED REFLECTANCE IMAGING. TRANSACTIONS OF THE AMERICAN SOCIETY OF AGRICULTURAL ENGINEERS. 2002. CHICKEN DISEASE CHARACTERIZATION BY FLUORESCENCE SPECTROSCOPY - (Proceedings) - (01-Aug-02) APPLICATION OF HYPERSPECTRAL FLUORESCENCE IMAGING FOR DETECTION OF SKIN TUMORS ON CHICKEN CARCASSES - (Proceedings) - (01-Aug-02) CONTRIBUTION OF CHLOROPHYLL FLUORESCENCE TO THE REFLECTANCE OF CORN FOLIAGE - (Proceedings) Entcheva Campbell, P.K., Middleton, E.M., Corp, L.A., McMurtrey, J.E., Kim, M.S., Chappelle, E.W., Butcher, L.M., 2002. Contribution of chlorophyll fluorescence to the reflectance of corn foliage. In: International Geoscience and Remote Sensing Symposium Proceedings, IGARSS 2002 [CD-ROM]. 1:5-8. FLUORESCENCE IMAGING TECHNIQUES FOR MONITORING VEGETATION - (Proceedings) Corp, L.A., McMurtrey, J.E., Entcheva Campbell, P.K., Kim, M.S., Chappelle, E.W., Butcher, L.M. 2002. Fluorescence imaging techniques for monitoring vegetation. International Geoscience and Remote Sensing Symposium Proceedings, IGARSS 2002 [CD-ROM]. 1:9-12. DETECTION OF CONTAMINATION ON SELECTED APPLE CULTIVARS USING REFLECTANCE HYPERSPECTRAL AND MULTISPECTRAL ANALYSIS - (Peer Reviewed Journal) - (19-Nov-01) MULTISPECTRAL FLUORESCENCE IMAGING FOR WATER STRESS AND AIR POLUTION EFFECTS ON CROPS - (Abstract Only) - (22-Oct-01) ADVANCEMENT OF FLUORESCENCE IMAGING SYSTEMS FOR MONITORING VEGETATION - (Proceedings) - (15-Aug-01) MACHINE VISION TECHNOLOGY FOR AGRICULTURAL APPLICATIONS - (Peer Reviewed Journal) CHEN, Y.R., CHAO, K., KIM, M.S. MACHINE VISION TECHNOLOGY FOR AGRICULTURAL APPLICATIONS. COMPUTERS AND ELECTRONICS IN AGRICULTURE. 2002. FLUORESCENCE TECHNIQUES FOR AGRICULTURAL CROPPING SYSTEM APPLICATIONS - (Peer Reviewed Journal) - (18-Apr-01) HYPERSPECTRAL REFLECTANCE AND FLUORESCENCE IMAGING SYSTEM FOR FOOD QUALITY AND SAFETY - (Peer Reviewed Journal) - (15-Mar-01) ASSESSMENT OF ENVIRONMENTAL PLANT STRESSES USING MULTISPECTRAL STEADY-STATE FLUORESCENCE IMAGERY - (Book / Chapter) - (15-Mar-01) HYPERSPECTRAL IMAGING SYSTEM FOR FOOD SAFETY: DETECTION OF FECAL CONTAMINATION ON APPLES - (Proceedings) - (28-Dec-00) HYPERSPECTRAL IMAGING FOR DETECTION OF SCAB IN WHEAT - (Proceedings) - (28-Dec-00) DETECTION OF CHICKEN SKIN TUMORS BY MULTISPECTRAL IMAGING - (Proceedings) - (28-Dec-00) FLUORESCENCE TECHNIQUES FOR AGRICULTURE APPLICATIONS - (Proceedings) - (20-Dec-00) ADVANCES IN FLUORESCENCE SENSING SYSTEMS FOR THE REMOTE ASSESSMENT OF NITROGEN SUPPLY IN FIELD CORN - (Proceedings) - (20-Aug-00) ESTIMATING LEAF CHLOROPHYLL FROM LEAF AND CANOPY REFLECTANCE - (Peer Reviewed Journal) - (23-Mar-00)       Last Modified: 05/24/2013