Brief introduction:
SHAPE Industrial Image Analysis and Processing Software is particularly suitable for image acquisition and analysis in crystallization experiments and pharmaceutical processes.
Details:
The main functions of this industrial image analysis and processing software include: image preprocessing, segmentation, shape description, advanced analysis, classification, and quality control. Because this software can connect to digital high-speed cameras, it can acquire real-time online images. The aforementioned image functions are then used to analyze all real-time images to obtain satisfactory results.
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Software Functions |
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Multiscale image segmentation |
A multi-scale boundary detection method is used to extract the target image from the background. This is particularly significant for analyzing complex images with poor background, overlapping and adhered particles, and small particles attached to large particles. |
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Shape description |
It can calculate shape parameters for different types of particles, including the physical properties of the particles (such as aspect ratio and sphericity) and the shape descriptions obtained by applying principal component analysis and Fourier transform. |
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It can achieve particle classification and clustering. |
Various unmonitored and monitored technologies are applied to achieve particle classification and cluster analysis. |
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Identifying batch changes and implementing statistical control |
The information obtained from the analysis can be used to identify batch variables and variable sources, and can also be used to achieve multivariate statistical process control. |
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Texture analysis |
This is achieved through texture analysis methods, such as manual or automatic control by the user. |
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Fractal Analysis |
Used to describe particle shape, especially for calculating the structure and texture of complex particles. |
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Cluster analysis |
This toolbox can identify small particles and aggregates from images and then accurately classify them for subsequent analysis. |
Segmentation processing of SEM/TEM images of drug particles Segmentation processing of images acquired online during the crystallization process
Segmentation processing of high-throughput crystallization process images Segmentation processing of cell images