Abstract:
A method and an apparatus for increasing accuracy of a spectrometer system is provided. The method comprises correcting for, quality of light source, exposure time, distortion in y direction, distortion in x direction, temperature dependence, variability of for pixel alignment, dark pixels, bad pixels, pixel read noise, pixel dark current noise, and a combination thereof, in a spectrometer system, to produce an algorithm for optimizing of spectral data, and measuring a sample within the spectrometer system using the algorithm for optimizing spectral data. The apparatus comprises a spectrometer system comprising, a composite external light source in optical communication with, and in optical sequence with, a source light collector, an illumination light structuring component, a sample, a sample light collector, a spectrometer light structuring component, a light dispersing engine, and one or more photo detectors, and electrical signal converter, the electrical signal convertor in communication with a data preprocessing unit, and a data analyzer, the spectrometer system further comprising one or more of corrected photo detector algorithm, a sample illumination correction algorithm, an LDE-PD alignment procedure, SLSC- LDE alignment procedure, a distortion correction matrix, an algorithm for optimizing of spectral data, or a combination thereof.
Abstract:
Apparatuses for imaging food products are provided. An apparatus includes a first and second conveyor, the first conveyor configured to move a flexible food product at a first speed, the second conveyor configured to move the flexible food product at a second speed greater than the first speed, a receiving portion of the second conveyor positioned in a downward direction relative to the first conveyor to receive the flexible food product, thereby flipping the flexible food product and stretching the flexible food product for imaging. An apparatus may include a guide mechanism to guide the food product to be flipped. An apparatus may move a plurality of food products and spread apart the plurality of food products for imaging. An apparatus may include a receiving structure having a low-friction receiving surface for stretching or spreading apart food products.
Abstract:
Devices, systems and methods for sorting and labelling food products are provided. Respective spectra of food products for a plurality of segments of a line are received at a controller from at least one line-scan dispersive spectrometer configured to acquire respective spectra of the food products for the plurality of segments of the line. The controller applies one or more machine learning algorithms to the respective spectra to classify the plurality of segments according to at least one of one or more food parameters. The controller controls one or more of a sorting device and a labelling device according to classifying the plurality of segments to cause the food products to be one or more of sorted and labelled according to the at least one of the one or more food parameters.
Abstract:
A device and system for optically analyzing food products is provided. The device comprises first and second imaging devices respectively sensitive to first and second wavelengths; the imaging devices include a line-scan camera to acquire images of food products at a line in a food-path-facing direction, and a line-scan spectrometer to acquire spectroscopic images at the line. The device includes an optical filter configured to: convey the first wavelengths from the line to the first imaging device; and convey the second wavelengths from the line to the second imaging device. The device includes a frame to align the optical filter and respective optical axes of the first and second imaging devices, relative to each other and the food-path-facing direction, such that the first imaging device and the second imaging device are optically aligned via the optical filter to image the line.