Optimized stochastic resonance signal detection method
Granted 6 Mar 2012 · 2 office actions
Assignee: Syracuse University
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Inventors: Pramod K. Varshney, Hao Chen, Renbin Peng · Examiner: Phuong Huynh · AU 2857 · TC 2800
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10 dated eventsAbstract
Apparatus and method for detecting micro-calcifications in mammograms using novel algorithms and stochastic resonance noise is provided, where a suitable dose of noise is added to the abnormal mammograms such that the performance of a suboptimal lesion detector is improved without altering the detector\'s parameters. A stochastic resonance noise-based detection approach is presented to improve suboptimal detectors which suffer from model mismatch due to the Gaussian assumption. Furthermore, a stochastic resonance noise-based detection enhancement framework is presented to deal with more general model mismatch cases.
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14 · 1 independent · depth 11Classifications
6 codes- G06F19/00
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2 priority documents›Priority documents — 2
| Type | Document | Date |
|---|---|---|
| provisional | US 60728504 | 20 Oct 2005 |
| related publication | US 20100169051 A1 | 1 Jul 2010 |
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