FORMING REGIONS CHARACTERIZED BY LABELED MEASUREMENTS
First Claim
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1. A method comprising:
- computing, in parallel, a plurality of sub-regions formed from one or more smoothed overlapping histograms representing labeled measurements, said sub-regions in combination representing a closed region;
wherein said computing is performed at varying scale levels employing a similar-sized smoothing kernel at said varying scale levels by initially scaling said labeled measurements to a size of interest at a particular scale level before employing said similar-sized smoothing kernel.
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Abstract
Briefly, embodiments of methods and/or apparatuses for processing, at a variety of scale levels, labeled measurements in sub-regions to form a region characterized by a set of labeled measurements is described.
8 Citations
20 Claims
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1. A method comprising:
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computing, in parallel, a plurality of sub-regions formed from one or more smoothed overlapping histograms representing labeled measurements, said sub-regions in combination representing a closed region; wherein said computing is performed at varying scale levels employing a similar-sized smoothing kernel at said varying scale levels by initially scaling said labeled measurements to a size of interest at a particular scale level before employing said similar-sized smoothing kernel. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. An apparatus, comprising:
one or more processing units to; scale, at varying scale levels, labeled measurements to a size of interest; smooth, in parallel, one or more histograms representing a plurality of sub-regions characterized by labeled measurements to form a plurality of smoothed overlapping sub-regions, wherein one or more histograms representing said smoothed overlapping sub-regions are aggregated to form a closed region characterized by at least one label of said labeled measurements. - View Dependent Claims (12, 13, 14, 15)
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16. An article comprising:
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a non-transitory storage medium comprising machine-readable instructions stored thereon which are executable by a special purpose computing apparatus to; scale, at varying scale levels, labeled measurements to a size of interest; employ similar-sized smoothing kernels to sub-regions in a labeled measurement space, said sub-regions representing portions of a closed region characterized by a particular labeled measurement. - View Dependent Claims (17, 18, 19, 20)
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Specification