Florian Chays
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View article: Statistical distortion of supervised learning predictions in optical microscopy induced by image compression
Statistical distortion of supervised learning predictions in optical microscopy induced by image compression Open
View article: Development of an OCT system for measuring machining defects on a texturing laser machine
Development of an OCT system for measuring machining defects on a texturing laser machine Open
During the process of parts produced by texturing laser machine, the dimensional verifications are done manually. For a specified kind of laser, the machining pass may remove approximately few hundred nanometers of material to a maximum de…
View article: Statistical Distortion of Supervised Learning Predictions in Optical Microscopy Induced by Image Compression
Statistical Distortion of Supervised Learning Predictions in Optical Microscopy Induced by Image Compression Open
The growth of data throughput in optical microscopy has triggered the extensive use of supervised learning (SL) models on compressed datasets for automated analysis. Investigating the effects of image compression on SL predictions is there…
View article: Quantifying the effect of image compression on supervised learning applications in optical microscopy
Quantifying the effect of image compression on supervised learning applications in optical microscopy Open
The impressive growth of data throughput in optical microscopy has triggered a widespread use of supervised learning (SL) models running on compressed image datasets for efficient automated analysis. However, since lossy image compression …