A reference imaging system including a planar reference piece. The reference imaging system further includes a three-axis gantry for positioning the planar reference piece at a plurality of points in a 3D coordinate system. Additionally, the reference imaging system includes a yaw actuator for adjusting the yaw angle of the object. Furthermore, the reference imaging system includes a pitch actuator for adjusting the pitch of the object. Moreover, the reference imaging system includes a computer processing unit for controlling the 3D position, pitch and yaw of the planar reference piece.

A reference imaging system including a planar reference piece. The reference imaging system further includes a three-axis gantry for positioning the planar reference piece at a plurality of points in a 3D coordinate system. Additionally, the reference imaging system includes a yaw actuator for adjusting the yaw angle of the object. Furthermore, the reference imaging system includes a pitch actuator for adjusting the pitch of the object. Moreover, the reference imaging system includes a computer processing unit for controlling the 3D position, pitch and yaw of the planar reference piece.

A multi-channel measurement device for measuring properties of human tissue, may comprise a microcontroller and first and second source/sensor complexes. The first source/sensor complex may include a first housing having a first measurement portion, a first light sensor coupled to the microcontroller and exposed to the first measurement portion, and a first plurality of light sources coupled to the microcontroller and exposed to the first measurement portion. The second source/sensor complex may include a second housing having a second measurement portion, a second light sensor coupled to the microcontroller and exposed to the second measurement portion, and a second plurality of light sources coupled to the microcontroller and exposed to the second measurement portion. The first and second source/sensor complexes are coupled to each other such that the first measurement portion is opposite the second measurement portion and human tissue may be placed between the the first and second measurement portions. The microprocessor is configured with instructions stored in non-volatile memory to individually activate each of the light sources of the first and second pluralities of light sources and to record light intensity detected by the first and second light sources while an individual light source is activated. Each combination of an individually activated light source and one of the first and second light sensors provides a distinct measurement channel for measuring the absorption spectra of human blood and tissue.

A multi-channel measurement device for measuring properties of human tissue, may comprise a microcontroller and first and second source/sensor complexes. The first source/sensor complex may include a first housing having a first measurement portion, a first light sensor coupled to the microcontroller and exposed to the first measurement portion, and a first plurality of light sources coupled to the microcontroller and exposed to the first measurement portion. The second source/sensor complex may include a second housing having a second measurement portion, a second light sensor coupled to the microcontroller and exposed to the second measurement portion, and a second plurality of light sources coupled to the microcontroller and exposed to the second measurement portion. The first and second source/sensor complexes are coupled to each other such that the first measurement portion is opposite the second measurement portion and human tissue may be placed between the the first and second measurement portions. The microprocessor is configured with instructions stored in non-volatile memory to individually activate each of the light sources of the first and second pluralities of light sources and to record light intensity detected by the first and second light sources while an individual light source is activated. Each combination of an individually activated light source and one of the first and second light sensors provides a distinct measurement channel for measuring the absorption spectra of human blood and tissue.

A display unit is controlled so that a plurality of parameter setting screens respectively corresponding to a plurality of steps sequentially executed in a predetermined order in quantitation is sequentially displayed and a plurality of step indexes respectively corresponding to the plurality of steps is displayed. In a plurality of parameter setting screens, inputting of a plurality of parameters respectively corresponding to the plurality of steps is received. Each time inputting of parameters in each parameter setting screen is completed, the received parameters are set in an unchangeable manner. The display unit is controlled so that each time parameters are set in one parameter setting screen, the next parameter setting screen is displayed, and the step index corresponding to the displayed parameter setting screen which is being displayed among the plurality of step indexes is displayed in such a manner as to be distinguishable from the other step indexes. A spectrophotometer is controlled based on the set parameters. The sample is quantified by a quantitative execution unit based on the set plurality of parameters.

In described examples, a spatial light modulator includes groups of pixels. Each group is arranged to transmit only a respective portion of a light spectrum. The respective portion has a respective dominant color. The respective portions of the light spectrum are distinct from one another, according to their respective dominant colors. Each group is controlled by a respective reset signal. The spatial light modulator is coupled to receive a selection from the integrated circuit and in response to the selection: cause a selected one of the groups to transmit its respective portion of the light spectrum; and cause an unselected one of the groups to block transmission of its respective portion of the light spectrum. A photodetector is coupled to: receive the respective portion of the light spectrum transmitted by the selected group; and output a signal indicating an intensity thereof.

The disclosure provides an automated model training method for a spectrometer, wherein the model training method is executed by a processor, and the model training method includes: obtaining spectral data; selecting at least one preprocessing model from one or a plurality of preprocessing models; selecting a first machine learning model from one or a plurality of machine learning models; establishing a pipeline corresponding to the at least one preprocessing model and the first machine learning model; and training an identification model corresponding to the pipeline according to the spectral data and the pipeline. The disclosure further provides a model training device and a spectrometer.

A system including a processor and a memory configured to store code executed by the processor is provided. In one or more implementations, the processor is configured by the code to calibrate measurements made by color measurement devices. In one particular implementation, the processor receives a measurement dataset of one or more color values, for a sample obtained by a color measurement device. The processor is configured to convert the measurement dataset to a standard space measurement dataset using a standard space measurement model and calculate a color dataset based on the standard space measurement dataset using a color conversion model. The processor is further configured to output the calculated color dataset to at least one of a display, database or local memory store.

A medical system comprising a hand-held imaging device comprising optical components including a light source to illuminate an area of medical interest, a liquid crystal variable retarder to receive light from the area of medical interest, and a retardance controller to provide a driving waveform to the variable retarder that controls retardance. The device also includes an image sensor configured to receive light from the variable retarder and to convert the received light into an output voltage signal for either the camera operation or the hyperspectral imaging operation, and communication circuitry configured to communicate imaging information based on the output voltage signal to a medical diagnostic system. The hand-held imaging device is configured to switchably perform a hyperspectral imaging and a camera operation such that the operations share at least one optical component. The diagnostic device is configured to receive the imaging information and to provide diagnostic information based thereon.

A medical system comprising a hand-held imaging device comprising optical components including a light source to illuminate an area of medical interest, a liquid crystal variable retarder to receive light from the area of medical interest, and a retardance controller to provide a driving waveform to the variable retarder that controls retardance. The device also includes an image sensor configured to receive light from the variable retarder and to convert the received light into an output voltage signal for either the camera operation or the hyperspectral imaging operation, and communication circuitry configured to communicate imaging information based on the output voltage signal to a medical diagnostic system. The hand-held imaging device is configured to switchably perform a hyperspectral imaging and a camera operation such that the operations share at least one optical component. The diagnostic device is configured to receive the imaging information and to provide diagnostic information based thereon.