Artificial intelligence and pattern recognition techniques in microscope image processing and analysis
نویسنده
چکیده
II: An overview of available tools originating from the pattern recognition and artificial intelligence culture A. Dimensionality reduction 1. Linear methods for dimensionality reduction 2. Nonlinear methods for dimensionality reduction 3. Methods for checking the quality of a mapping and the optimal dimension of the reduced parameter space B. Automatic classification 1. Tools for supervised classification 2. Tools for unsupervised automatic classification (UAC) C. Other pattern recognition techniques 1. Detection of geometric primitives by the Hough transform 2. Texture and fractal pattern recognition 3. Image comparison D. Data fusion
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