1. Analysis-aware microscopy video compression.
- Author
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Shao C, Cribb J, Osborne LD, O'Brien ET 3rd, Superfine R, Mayer-Patel K, and Taylor RM 2nd
- Abstract
This article introduces an analysis-aware microscopy video compression method designed for microscopy videos that are consumed by analysis algorithms rather than by the human visual system. We define the quality of a microscopy video based on the level of preservation of analysis results. We evaluated our method with a bead tracking analysis program. For the same error level in the analysis result, our method can achieve 1,000× compression on certain test microscopy videos. Compared with a previous technique that yields exactly the exact same results by analysis algorithms, our method gives more flexibility for a user to control the quality. A modification to the new method also provides faster compression speed., (© 2018 Wiley Periodicals, Inc.)
- Published
- 2018
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