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| Publications [#60568] of David J. Brady
Papers Published
- Sinha, A. and Brady, D.J., Size and shape recognition using measurement statistics and random 3D reference structures,
Opt. Express (USA), vol. 11 no. 20
(2003)
(last updated on 2007/04/11)
Abstract: Three dimensional (3D) reference structures segment source spaces based on whether particular source locations are visible or invisible to the sensor. A lensless 3D reference structure based imaging system measures projections of this source space on a sensor array. We derive and experimentally verify a model to predict the statistics of the measured projections for a simple 2D object. We show that the statistics of the measurement can yield an accurate estimate of the size of the object without ever forming a physical image. Further, we conjecture that the measured statistics can be used to determine the shape of 3D objects and present preliminary experimental measurements for 3D shape recognition
Keywords: CCD image sensors;feature extraction;image recognition;
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