Survey of image analysis applications in biology and biotechnology; introduction to biological microscopy and selected biomedical imaging systems; image reconstruction and pre-processing; grayscale and geometric corrections; image segmentation; blob analysis, cell/colony counting, and cell morphometry; vessel and neuron tracing algorithms with applications to neurobiology and medicine; feature extraction, pattern analysis, cluster analysis and classification; image registration algorithms with applications to mosaicing, spatial referencing, motion estimation, and change detection.
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