Imcube: A static particle size analyzer for all shape types via advanced vision tools and integrated machinery
Abstract
An integrated machinery to perform the analysis of particle size distribution through image processing formulations is presented. The product is comprehensive and flexible to many different industrial needs with a tailored hardware integration and design, which employs a set of sophisticated algorithms for the computational efficiency and accuracy. Compared to the traditional methods, the architecture is superior and provides significant impact as irregular and noncircular particles from a wide dimension spectrum can be analysed instantly, eliminating the need for significant manual effort with conventional trays with low accuracy. The reports are obtained through the built-in screen, mounted on the device, at customer specified detail level in addition to state-of-the-art presentations benefiting common statistics. The prediction performance, which is validated through industrial data, can further be developed for smaller particles, as a higher resolution camera implementation is necessary, with a heuristic algorithm to estimate the maximum likelihood of particle sizes when they overlap on the measurement tray.
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Deliismail, O., Tuncer, B., Guler, A. (2023). Imcube: A static particle size analyzer for all shape types via advanced vision tools and integrated machinery. *The European Journal of Research and Development*, 3(4), 414-423. https://doi.org/10.56038/ejrnd.v3i4.340
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