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      OBJECT CONTOUR COMPLETION BY COMBINING OBJECT RECOGNITION AND LOCAL EDGE CUES

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      Journal of Information and Communication Technology

      UUM Press

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          Abstract

          We developed a top-down and bottom-up segmentation ofobjects using shape contours through a two-stage procedure. First, the object was identified using an edge-based contour feature and then the object contour was obtained using a constraint optimization procedure based on the results from the earlier identified contours. The initial object detection provides object category specific information for the contour completion to be effected. We argue that top-down bottom-up interaction architecture has plausible neurological correlates. This method has an advantage in that it does not require learning boundaries with large datasets.  

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          Author and article information

          Contributors
          Malaysia
          Journal
          Journal of Information and Communication Technology
          UUM Press
          November 06 2017
          : 16
          : 224-242
          Affiliations
          [1 ]School of Information Technology Swinburne University of Technology Sarawak Campus, Malaysia
          Article
          8230
          10.32890/jict2017.16.2.8230

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