2020
DOI: 10.1021/acs.iecr.9b05828
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In Situ Measurement of 3D Crystal Size Distribution by Double-View Image Analysis with Case Study onl-Glutamic Acid Crystallization

Abstract: In this paper, an in-situ measurement method is proposed for monitoring threedimensional (3D) crystal size distribution (CSD) during a crystallization process, based on a binocular micro-vision system. The stereo particle shape is reconstructed from double-view images captured by two microscopic cameras fixed at different angles outside the crystallizer. To overcome the influence from solution turbulence and uneven illumination background involved with in-situ imaging, a microscopic double-view image analysis … Show more

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Cited by 20 publications
(12 citation statements)
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“…For example, the combination of FBRM and 2D image analysis has been applied . Another method is stereoscopic imaging that uses two orthogonal 2D images and assumptions regarding morphology for online crystal analysis. , A similar method where binocular inline imaging is used for three-dimensional (3D) reconstruction of particles was developed by Huo et al These advanced methods provide a better understanding of the appearance of crystals. However, they are still unable to capture their exact shapes.…”
Section: Introductionmentioning
confidence: 99%
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“…For example, the combination of FBRM and 2D image analysis has been applied . Another method is stereoscopic imaging that uses two orthogonal 2D images and assumptions regarding morphology for online crystal analysis. , A similar method where binocular inline imaging is used for three-dimensional (3D) reconstruction of particles was developed by Huo et al These advanced methods provide a better understanding of the appearance of crystals. However, they are still unable to capture their exact shapes.…”
Section: Introductionmentioning
confidence: 99%
“…Cryst. was developed by Huo et al 20 These advanced methods provide a better understanding of the appearance of crystals. However, they are still unable to capture their exact shapes.…”
Section: Introductionmentioning
confidence: 99%
“…The separation of touching particles has been widely studied and solved using watershed segmentation, a method particularly suited to address equidimensional particles (e.g. cube-and sphere-like particles [29,30,[36][37][38]). The touching and overlap of needle-like particles, however, proves to be a difficult case for this technique alone due to the multiple nuclei (local maxima) detected in the Distance Transform (DT) for each particle (which often causes over-segmentation [39]).…”
Section: Introductionmentioning
confidence: 99%
“…In the past decade, researchers have developed several methods to describe shapes of facetted crystals. For example, polygonal shape models were set up and parametrized using two-dimensional (2D), stereoscopic, , or three-dimensional (3D) , imaging techniques. A common representation of such shape models is the H-representation .…”
Section: Introductionmentioning
confidence: 99%