“…an optimized system is only as good as the optimization criterion used to design it.” Some MSE bashing, some SSIM praising.
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“…ilastik, an easy-to-use interactive tool that brings machine-learning-based (bio)image analysis to end users without substantial computational expertise”
“…the structure of a generator network is sufficient to capture a great deal of low-level image statistics prior to any learning.”
Some notes from reading “QANet - Quality Assurance Network for Microscopy Cell Segmentation” https://arxiv.org/abs/19...
An alternative to maximum intensity projection or wavelet based z-stacking/focus-stacking/extended depth of field