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    <title>Multi-Resolution Depth Estimation Using Modified Census Transform for Advanced Driver Assistance Systems</title>
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    <namePart>Loghman, Maziar</namePart>
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    <namePart>Mesmakhosroshahi, Maral</namePart>
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    <namePart>Kim, Joohee</namePart>
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  <abstract>A computer-implemented depth estimation method based on non-parametric Census transform with adaptive window patterns and semi-global optimization. A modified cross-based cost aggregation technique adaptively creates the shape of the cross for each pixel distinctly. In addition, a depth refinement algorithm fills holes within the estimated depth map using the surrounding background depth pixels and sharpens the object boundaries by exerting a trilateral filter to the generated depth map. The trilateral filter uses the curvature of pixels as well as texture and depth information to sharpen the edges.</abstract>
  <note type="provenance">Submitted by Aric Ahrens (ahrens@iit.edu) on 2018-01-04T22:14:01Z No. of bitstreams: 2 license_rdf: 1089 bytes, checksum: 0a703d871bf062c5fdc7850b1496693b (MD5) 9754377.pdf: 308928 bytes, checksum: 4df3fff5aa55327d280dc068345150ec (MD5)</note>
  <note type="provenance">Made available in DSpace on 2018-01-04T22:14:02Z (GMT). No. of bitstreams: 2 license_rdf: 1089 bytes, checksum: 0a703d871bf062c5fdc7850b1496693b (MD5) 9754377.pdf: 308928 bytes, checksum: 4df3fff5aa55327d280dc068345150ec (MD5) Previous issue date: 2017-09-05</note>
  <note type="funding">Illinois Institute of Technology</note>
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  <abstract>United States Patent</abstract>
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