Object proposals estimation in depth image using compact 3D shape manifolds

Man-made objects, such as chairs, often have very large shape variations, making it challenging to detect them. In this work we investigate the task of finding particular object shapes from a single depth image. We tackle this task by exploiting the inherently low dimensionality in the object shape...

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Bibliographic Details
Main Authors: Zheng, S, Prisacariu, V, Averkiou, M, Cheng, M-M, Mitra, NJ, Shotton, J, Torr, PHS, Rother, C
Format: Conference item
Language:English
Published: Springer 2015