Multiscale Path Metrics for the Analysis of Discrete Geometric Structures
Technical Report,01 Aug 2016,30 Apr 2017
Duke University Durham United States
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The objective of this research is to model the topological and combinatorial structure of realistic data such as video that captures moving objects pedestrians, vehicles, marine vessels in the context of recognition, tracking, and classification tasks. Each data item for instance, an image of a handwritten digit, or the bounding box around the image of an observation target in one video frame is viewed as a point in an abstract space, and the main thrust of this research is to model the topology, geometry, and combinatorics of the sets that result from collecting many points like these from data recordings.
- Computer Programming and Software