Open Access
19 December 2019 Video compression to support the expansion of whole-slide imaging into cytology
Mark D. Zarella, Jennifer Jakubowski
Author Affiliations +
Abstract

Digital screening and diagnosis from cytology slides can be aided by capturing multiple focal planes. However, using conventional methods, the large file sizes of high-resolution whole-slide images increase linearly with the number of focal planes acquired, leading to significant data storage and bandwidth requirements for the efficient storage and transfer of cytology virtual slides. We investigated whether a sequence of focal planes contained sufficient redundancy to efficiently compress virtual slides across focal planes by applying a commonly available video compression standard, high-efficiency video coding (HEVC). By developing an adaptive algorithm that applied compression to achieve a target image quality, we found that the compression ratio of HEVC exceeded that obtained using JPEG and JPEG2000 compression while maintaining a comparable level of image quality. These results suggest an alternative method for the efficient storage and transfer of whole-slide images that contain multiple focal planes, expanding the utility of this rapidly evolving imaging technology into cytology.

CC BY: © The Authors. Published by SPIE under a Creative Commons Attribution 4.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
Mark D. Zarella and Jennifer Jakubowski "Video compression to support the expansion of whole-slide imaging into cytology," Journal of Medical Imaging 6(4), 047502 (19 December 2019). https://doi.org/10.1117/1.JMI.6.4.047502
Received: 31 May 2019; Accepted: 20 November 2019; Published: 19 December 2019
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CITATIONS
Cited by 8 scholarly publications.
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KEYWORDS
Image compression

Video compression

Cell biology

Image quality

Video

Video coding

Image quality standards

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