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Topological Data Analysis: Data mining, Computer Vision, Simplicial Complex, Betti Number, Computer Graphics, Statistics, Dimension Reduction, ... Digital Morse Theory, Shape Analysis - Softcover
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Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. Topological data analysis is a new area of study aimed at having applications in areas such as data mining and computer vision. The human brain can easily extract global structure from representations in a strictly lower dimension, i.e. we infer a 3D environment from a 2D image from each eye. The inference of global structure also occurs when converting discrete data into continuous images. E.g. dot-matrix printers and televisions communicate images via arrays of discrete points.
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Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. Topological data analysis is a new area of study aimed at having applications in areas such as data mining and computer vision. The human brain can easily extract global structure from representations in a strictly lower dimension, i.e. we infer a 3D environment from a 2D image from each eye. The inference of global structure also occurs when converting discrete data into continuous images. E.g. dot-matrix printers and televisions communicate images via arrays of discrete points.
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Topological Data Analysis : Data mining, Computer Vision, Simplicial Complex, Betti Number, Computer Graphics, Statistics, Dimension Reduction, Computational Topology, Digital Topology, Digital Morse Theory, Shape Analysis
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