Straight to Shapes: Real-time Detection of Encoded Shapes

Current object detection approaches predict bounding boxes that provide little instance-specific information beyond location, scale and aspect ratio. In this work, we propose to regress directly to objects’ shapes in addition to their bounding boxes and categories. It is crucial to find an appropria...

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Bibliographic Details
Main Authors: Jetley, S, Sapienza, M, Golodetz, S, Torr, P
Format: Conference item
Published: Institute of Electrical and Electronics Engineers 2017