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Lastest company news about Detection of Walnut Kernel Quality Based On Hyperspectral Imaging 2023/07/01
Detection of Walnut Kernel Quality Based On Hyperspectral Imaging
In this study, a 400-1000nm hyperspectral camera was used to detect the inside of walnut, and FS-13, a product of Hangzhou CHNSpec Technology Co., Ltd, could be used for related research. To detect walnut surface in the spectral range of 800-1700nm, FS-15 hyperspectral camera in the spectral range of 900-1700nm can be used with wavelength resolution better than 2.5nm and up to 1200 spectral channels. The acquisition speed can reach 128FPS in the full spectrum, and the maximum after band selection is 3300Hz (support multi-region band selection). Walnuts are a nut food suitable for all ages and an important woody oil crop. The planting area and yield of walnuts in China rank first in the world. The quality testing and grading of walnut kernels is an important link in walnut production and processing. According to relevant national standards, the appearance quality indicators of walnut kernels include integrity and skin color, while the internal quality indicators include fat content and protein content. In actual production, walnut kernel grading mainly relies on manual selection of appearance and color, which has high production costs and high randomness in grading, making it difficult to distinguish internal quality. Traditional chemical testing is destructive to samples and takes a long time to detect, making it difficult to adapt to modern production requirements. At present, research on the use of hyperspectral technology for walnut quality detection mainly focuses on the classification of walnut shells and kernels, and there have been no relevant reports on the quality of walnut kernels. In order to explore a method to simultaneously realize the internal quality detection and appearance classification of walnut kernel, this study used hyperspectral imaging technology to screen the characteristic spectra of fat content, protein content and color of walnut kernel, and screened out the relevant characteristic bands of quality indicators in order to provide reference for the application of nondestructive testing of walnut kernel quality. The average spectral information of walnut kernel samples in the near-infrared region (863-1704 mm) and the pre processed spectral information are shown in Figure 3. The overall characteristics of the original spectral information of the samples are basically consistent, except for the absorption peaks of water, the absorption peaks of other components are not obvious, and further processing of the spectra is needed. The preprocessing method combining MSE and SNV eliminates the influence of some background noise, making the spectral information of the sample smoother. At the same time, it further enhances the consistency of spectral information, highlights spectral peaks and valleys, and strengthens spectral features. The appearance grade classification of walnut kernel based on spectral information and image features. Figure 6 shows the average spectral curve of three color walnut kernel samples in visible light and short wave near-infrared regions (382~1027nm). Since the noise in the front and back segments of the spectrum has a large impact, 20 waveband points in the front and back segments are removed. From Figure 6, it can be seen that in the original spectrum, the spectral reflectance of walnut kernel samples with three different colors shows a significant downward trend in the visible light range as the color changes from light to deep, and the spectrum is relatively disordered in the near-infrared range. The spectral information preprocessed by the combination of MSC and SNV methods shows certain regularity and consistency in spectral reflectance, which is helpful for subsequent spectral processing. Using hyperspectral imaging technology, a method for detecting the internal and external quality of walnut kernels was studied. By combining spectral and image information, protein and fat content prediction of walnut kernels and appearance quality grading based on integrity and color were achieved. The results show that the combination of CARS algorithm and correlation coefficient method effectively removes irrelevant and redundant information in the full spectral band. Compared with the full spectral band, the validation set R of the feature band prediction model for protein content ² From 0.66 to 0.91, RMSEP decreased from 1.37% to 0.78%; Validation set R for fat content ² From 0.83 to 0.93, RMSEP decreased from 0.98% to 0.47%, indicating that the selected feature bands effectively reduced the complexity of the model and improved its predictive ability. By combining color difference feature spectra with image statistical feature parameters, the total color difference feature band spectra were extracted from hyperspectral images, which can significantly reduce the interference of redundant information and improve modeling efficiency. By combining the total color difference feature band spectrum with image statistical feature parameters, the classification accuracy is further improved compared to the RGB band. When using the color classification model established by the DT algorithm, the model has the highest classification accuracy (98.6%). The use of hyperspectral images simultaneously achieved the detection of internal quality parameters (protein content, fat content) and the classification of appearance quality (integrity, color) of walnut kernels, providing a new solution for the application of non-destructive testing of walnut kernel quality.    
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Lastest company news about What is GLOSS? 2022/11/10
What is GLOSS?
Glossiness is a physical quantity that evaluates the ability of a material's surface to reflect light. As a surface characteristic of an object, gloss depends on the specular reflection ability of the surface to light. Specular reflection refers to the reflection phenomenon that the Angle of reflection is equal to the Angle of incident. Glossiness is a physical quantity that evaluates the ability of a material surface to reflect light under a set of geometrically specified conditions. Therefore, it expresses the property of reflection with directional selection. According to the characteristics of gloss, gloss can be divided into several categories. We usually say gloss refers to "mirror gloss", so gloss meter, sometimes also called mirror gloss meter. Glossiness is measured based on the amount of light reflected off the surface relative to the polished glass reference standard. The amount of light reflected off a surface depends on the Angle of incidence and the nature of the surface. The unit measure of gloss is a gloss unit(GU). The lower the GU, the less gloss reflection. The higher the GU, the higher the reflected gloss. The gloss is divided into matte, semi-gloss and high gloss finishes. The measured Angle is the Angle between the incident light and the reflected light. Three measurement angles (20º/60º/85º) are specified for covering most industrial coating applications. To determine or select the right Angle to meet your needs, use a glossometer to measure the Angle at 60º and select the Angle within the desired glossiness range.
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Lastest company news about What is CIE-LAB and  CIE-L *C*H. 2022/07/25
What is CIE-LAB and CIE-L *C*H.
L * a * b *, also known as CIE-lab, is one of the most common uniform color spaces for measuring object color which proposed by CIE in 1976. It is a color space established to overcome that the equal distance on the YXY color space diagram is not the same color difference we observed. In this color space, L * indicates light and dark, + indicates higher the numerical value of light and - indicates lower the numerical value of dark; A * indicates red and green, + indicates higher the numerical value of partial red and - indicates lower the numerical value of partial green; B * indicates yellow and blue, + indicates higher the numerical value of yellow and - indicates lower the numerical value of blue.  Beside, thhere is CIE-L *C*H.L * c * h uses the same color space as l * a * b *. It uses cylindrical coordinates instead of rectangular coordinates. L * indicates light and dark, + indicates light and - indicates dark; C * indicates the saturation of the color; H represents the hue angle. The color saturation c * value at the center of the circle is 0. The farther away from the center of the circle, the greater the c *. The hue angle is specified to start from the a-axis and increase in degrees; 0 ° is + a (red), 90 ° is + B (yellow). L * u * V * color space (also known as CIEluv color space) is one of several uniform color spaces specified in CIE1976 , The abscissa represents U * and the ordinate represents V *, which can be used for the detection of lighting sources.  
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Lastest company news about What is XYZ 2022/06/23
What is XYZ
Modern theory of color vision holds that there are three kinds of color sensitive pyramidal cells on the human retina, which are sensitive to red, green and blue colors respectively. The process of color vision can be divided into two stages. In the first stage, the three kinds of pyramidal cells on the retina selectively absorb radiation at different wavelengths of the light spectrum. At the same time, each substance can produce white and black reactions which white reactions will be under strong light and black reaction will be without external stimulation; In the second stage, during the transmission of nerve excitation from the vertebral receptor to the visual center, these three reactions are recombined to form three pairs of antagonistic nerve reactions, namely red or green, yellow or blue, white or black, and finally produce various colors in the brain nerve center.   Each color in nature can be selected. The red, green and blue primary colors that can stimulate the three receptor cells in human eyes are mixed in an appropriate proportion. Therefore, a new concept called tristimulus value is introduced, that is, the three meta stimuli that match the color to be measured in a given tristimulus system are represented by X, y and Z respectively, After extensive color experiments on many human eyes with normal color perception (i.e. standard observers), the color matching functions of the relative number of vertebral body stimuli caused by each visible wavelength (400-700nm) were measured. These functions were combined and drawn into curves to form the spectral tristimulus value curve of our standard observers (see Fig. 1-1).  
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Lastest company news about How to measure gloss 2020/06/12
How to measure gloss
  Gloss is the surface characteristics of an object, which depends on the specular reflection ability of the surface of the object to light. Specular reflection refers to the reflection phenomenon where the angle of reflection is equal to the angle of incidence. The greater the value of Gloss, the higher the degree of mirroring on the surface of the object. There are three common Gloss measurement angles: 20°, 60°, and 85°.     The larger the measurement angle, that is, the larger the incident angle of light, the more obvious the change is in the high Gloss area, so the high gloss material should be measured with a 20°measurement angle; the low gloss material should be measured with an 85° measurement angle.   CHN Spec has a variety of gloss meters to meet the measurement needs of different angles for different industries.   Product 1. Gloss Meter CS-380 (20,60 and 85 Degree) and CS-300 (60 Degree)   Gloss Meter CS-380/300   Gloss meter CS-380 and CS-300 conform to the DIN 67530, ISO 2813, ASTM D 523, JIS Z8741, BS 3900 Part D5, JJG696 standards and so on. And The single angle glossmeters could be widely used for measuring the glossiness of building material, metal products, ceramic products and automobile accessories, etc.   Product 2. Small Aperture Gloss Meter CS-300S (Portable) and CS-3000S (Bench-top)   Tiny aperture gloss meter is with 2x3mm aperture to make it suitable for gloss measurement on curved surface and extra small products.   Benchtop Tiny-aperture Gloss Meter CS-3000S   Gloss Meter CS-300S   Product 3. Inline Non-contact Gloss Measuring System   The non-contact on-line gloss measuring system provides products’ glossy data for production gloss quality control, to improve quality control level and save operating expenses. The system is easy to install and manage, can be found through real-time control and solve the problem of gloss without interrupting production.   Non-contact Gloss Measuring System   By using a gloss meter, the detection, analysis and control of the coating process can be combined to improve product quality and work efficiency.   If you have any inquiry for gloss test, you are welcome to contact us.    
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Lastest company news about Opacity and Color Strength Measurement by Color Spectrophotometer 2020/06/10
Opacity and Color Strength Measurement by Color Spectrophotometer
Portable color spectrophotometers made by CHNSpec Tech can measure both opacity and strength on instrument. We will introduce these two parameter now.   Part 1. Opacity Introduction   Opacity is a measure for hiding power: Opacity% = Y (black background) / Y (white background) * 100%     The measurement of opacity is generally used in plastic products, spray coating, glass, transparent or translucent products and other industries.   Part 2. Color Strength, Apparent Strength and Integrated Strength Introduction     Color Strength SWL This strength is also known as the chromatic color strength. It describes the ratio based on the (K/S-value) of the Sample in relation to the (K/S-value) of the Standard at a single wavelength and will be expressed in percent. This calculation typically is meaningful, if it will be made at the wavelength of maximum absorption (lowest reflectance). In daily application often it will be made at other wavelength, but results have to be evaluated very carefully. If standard and sample have different wavelengths of maximum of absorption this method will not deliver correct results.     Color Strength SUM (DIN55986) This strength method is sometimes listed as apparent strength. The % Color strength SUM represents the ratio of (K/S) data between ample and standard at all visual wavelength (400-700nm) and will be expressed in % . The selection of different illuminant observer condition has no influence on the result.     Interpretation Percent color strength > 100 = sample is more strong in color than the standard. Percent color strength < 100 = sample is weaker in color than the standard. Percent color strength = 100 = sample and standard have the same color strength.   Color Strength WSUM This strength method is sometimes listed as integrated strength. The strength WSUM represents the ration of (K/S) data multiplied by the sum of weighted observer/illumination at all wavelengths for the sample in relation to the standard. It will be expressed in percent.The result is illuminant/observer depending.     Interpretation Percent color strength > 100 = sample is more strong in color than the standard. Percent color strength < 100 = sample is weaker in color than the standard. Percent color strength = 100 = sample and standard have the same color strength.   If you have a need to measure hiding power or color, please contact us.
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Lastest company news about Why do CHNSpec Haze Meter Meet ASTM D1003 and ISO 13468/14782 Standard? 2020/04/16
Why do CHNSpec Haze Meter Meet ASTM D1003 and ISO 13468/14782 Standard?
What is ASTM D1003 requirement on haze meter structure? The following picture is the ASTM D1003 requirement on haze meter structure: ASTM Requirement on Haze Meter 1). The opening area in the integrating sphere does not exceed 4% of the total internal surface area of the integrating sphere; 2). The center of the light entrance and the light exit is on the largest circumferential section of the integrating sphere, and the angle with the center of the sphere is not less than 170°; 3). The opening angle formed by connecting the center of the light entrance to the light exit to both sides of the light exit is 8 degrees; 4). The opening angle of the beam passing through the sample is less than 3°; 5). The spot of the parallel beam at the light exit port forms a 1.3° annular zone with the light exit port; 6). D/0 geometry.   Why does CHNSpec haze meter meet ASTM D1003 standard? 1. The comparison of structural schematics is shown in the following figures: CHNSpec Haze Meter Structure   ASTM D1003 Requirement on Haze Meter Structure   2. The degree of conformity between ASTM requirements for instruments and CHN Spec instruments is shown in the table below. The right side is ASTM requirements, and the left side is corresponding compliance.   CHN Spec Haze Meter ASTM D1003 Requirement on Haze Meter Yes, but 1% The opening area in the integrating sphere does not exceed 4% of the total internal surface area of the integrating sphere Yes, the center of the light entrance and light exit is on the maximum circumference of the integrating sphere 180° with the center of the sphere on the cut surface The center of the light entrance and the light exit is on the largest circumferential section of the integrating sphere, and the angle with the center of the sphere is not less than 170° Yes, and the sensors, lenses, and light inside our haze meter structure and the light entrance is coaxial The opening angle formed by connecting the center of the light entrance to the light exit to both sides of the light exit is 8 degrees Yes, ≈2.1 degree The opening angle of the beam passing through the sample is less than 3° Yes The spot of the parallel beam at the light exit port forms a 1.3° annular zone with the light exit port Yes D/0 geometry   From the above table, we can see that CHN Spec haze meter can fully meet the ASTM D1003 requirement.   What is ISO13468/14782 requirement on haze meter structure? The following picture is the ISO13468/14782 requirement on haze meter structure: ISO Requirement on Haze Meter 1). The angle between the parallel beam and the parallel beam axis does not exceed 5° 2). Light spot diameter to integrating sphere entrance diameter ratio between 0.5 and 0.8 3). When the incident light flux is 0, the instrument reading should be 0 4). The opening area in the integrating sphere does not exceed 3% of the total internal surface area of the integrating sphere 5). Light traps should absorb 95% or more of the light incident on them 6). 0/d   Why does CHNSpec haze meter meet ISO 13468/14782? 1. The comparison of structural schematics is shown in the following figures:   ISO Requirement on Haze Meter   CHN Spec Haze Meter Structure   2. The degree of conformity between ISO requirements for instruments and CHNSpec instruments is shown in the table below. The right side is ISO requirements, and the left side is corresponding compliance.   CHNSpec Haze Meter ISO13468/14782 Requirement on Haze Meter Yes, ≈4.2 The angle between the parallel beam and the parallel beam axis does not exceed 5° Yes, ≈0.7 Light spot diameter to integrating sphere entrance diameter ratio between 0.5 and 0.8 Yes, when the incident luminous flux is 0, the instrument transmittance is displayed as 0 When the incident light flux is 0, the instrument reading should be 0 Yes, about 1% The opening area in the integrating sphere does not exceed 3% of the total internal surface area of the integrating sphere Yes, Light traps should absorb 95% or more of the light incident on them Yes, 0/d   From the above table, we can see that CHN Spec haze meter can fully meet the ISO 13468/14782 requirement.
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Lastest company news about Haze Meter Upgrade 2020/03/16
Haze Meter Upgrade
Haze Meter Upgrade Haze meter is suitable for the color, haze, spectral transmittance and all-transmittance measurement of transparent and translucent materials such as plastic, film, glass, LCD panel and touch screen. It is a very essential instrument for samples’ haze, transmittance color and clarity quality control. For better user experience, we have updated our instruments. The following is the detail information.   Haze Meter Upgrade 1. Haze meter CS-700 has added color functions on the basis of the original, and now has a comprehensive color measurement function, which can measure dozens of color parameters such as Lab, yellowness index, whiteness index, Gardner,Pt-Co, etc.   CS-700 Color and Haze Meter       Color Parameter of CS-700 and CS-720     Color and haze meter CS-720 has added clarity measurement function, not only has rich haze and transmittance and color measurement parameters, but also provides professional clarity measurement.     Clarity and Haze Meter CS-720     2. Both instruments are upgraded into 7-inch touch screen with Android operate system to provide a better user experience.   Android Operate System of Haze Meter   3. The new upgraded haze meter will be equipped with LED lamp who can provides longer lifetime. Measurement time will be greatly reduced.   4. Provide abundant measurement fixtures to make measure much easier.                          Liquid Fixture                                                                                                                 Film Fixture   If any interest, you are welcome to contact us for more details.
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