A transportable fluorescence imagining system for detecting fecal contaminants
نویسندگان
چکیده
Feces are the primary source of many pathogenic organisms that can potentially contaminate agricultural commodities. Feces generally contain chlorophyll a and related compounds due to ingestion of plant materials. Fluorescent responses of these compounds to appropriate excitation can mark the presence of feces on animal carcasses, or on fruits or vegetables. We describe a transportable imaging system for detecting fecal contamination. The primary components of the system are a UV light source, an intensified camera with a six-position filter wheel, and software for controlling the system and automatically analyzing images. To test the system, diluted dairy feces were applied to surfaces of red delicious apples using stencils or a pipette. Comparisons of test results using a definitive set of four red-band filters demonstrated that the contrast between fluorescence responses of treated and untreated apple surfaces decreased with increasing wavelength, and was 25% greater at 668 compared to the best results obtained at 678, 685, or 700 nm. Using images acquired at 668 nm, automated algorithms based on either threshold or edge detection were 100% successful in detecting stenciled apples and 1:10 dilution spots applied with pipette, which contained approximately 300 ng of dry matter. In a separate test, sets of feces-treated apples were washed at hourly intervals and then imaged. The contamination sites could not be detected when the contact time was less than 4 h, while 5 h of contact was sufficient to establish consistent fluorescence responses in images. Use of a modified system as a teaching tool demonstrated the robustness of the system and promoted public awareness that fecal contamination invisible to the naked eye can easily be detected with appropriate instrumenta∗ Corresponding author. Tel.: +1 301 504 8450; fax: +1 301 504 9466. E-mail address: [email protected] (A.M. Lefcourt). 0168-1699/$ – see front matter. Published by Elsevier B.V. doi:10.1016/j.compag.2005.01.002 64 A.M. Lefcourt et al. / Computers and Electronics in Agriculture 48 (2005) 63–74 tion. There are many potential uses for this system, including studying the efficacy of apple washing systems. Published by Elsevier B.V.
منابع مشابه
Performance of hyperspectral imaging system for poultry surface fecal contaminant detection
A hyperspectral imaging system demonstrated potential to detect surface fecal and ingesta contaminants on poultry carcasses. Hyperspectral imagery were processed and analyzed with four pre-processing methods considering calibration and spectral smoothing approaches. A band-ratio image processing algorithm, using 2-wavelengths (I565/I517) and 3-wavelengths (I576 I616)/ (I529 I616) equations, was...
متن کاملClassification of Fecal Contamination on Leafy Greens by Hyperspectral Imaging
This paper reported the development of hyperspectral fluorescence imaging system using ultraviolet-A excitation (320400 nm) for detection of bovine fecal contaminants on the abaxial and adaxial surfaces of romaine lettuce and baby spinach leaves. Six spots of fecal contamination were applied to each of 40 lettuce and 40 spinach leaves. In this study, the wavebands at 666 nm and 680 nm were sele...
متن کاملDetection of Fecal Contamination on Cantaloupes Using Hyperspectral Fluorescence Imagery
Title of Thesis: Detection of Fecal Contamination on Cantaloupes and Strawberries Using Hyperspectral Fluorescence Imagery Angela M. Vargas, Master of Science, 2006 Thesis directed by: Professor, Yang Tao Biological Resources Engineering Department Fluorescence methods are widely used for investigation of biological materials, and in recent years have also been used to monitor food quality and ...
متن کاملRe-imagining Research: A Bold Call, but Bold Enough?; Comment on “Experience of Health Leadership in Partnering with University-Based Researchers in Canada: A Call to ‘Re-Imagine’ Research”
Many articles over the last two decades have enumerated barriers to and facilitators for evidence use in health systems. Bowen et al’s article “Response to Experience of Health Leadership in Partnering with University-Based Researchers: A Call to ‘Re-imagine Research’” furthers the debate by focusing on an under-explored research area (health system design and health service organization) with ...
متن کاملDistinguishing Bovine Fecal Matter on Spinach Leaves Using Field Spectroscopy
Detection of fecal contaminants on leafy greens in the field will allow for decreasing cross-contamination of produce during and post-harvest. Fecal contamination of leafy greens has been associated with Escherichia coli (E. coli) O157:H7 outbreaks and foodborne illnesses. In this study, passive field spectroscopy measuring reflectance and fluorescence created by the sun’s light, coupled with n...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2005