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Least squares estimation of 3D shape and motion of rigid objects from their orthographic projections

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2 Author(s)
Xirouhakis, Y. ; Dept. of Comput. & Electr. Eng., Nat. Tech. Univ. of Athens, Greece ; Delopoulos, A.

The extraction of motion and shape information of three-dimensional objects from their two-dimensional projections is a task that emerges in various applications such as computer vision, biomedical engineering, and video coding and mining especially after the recent guidelines of the Motion Pictures Expert Group regarding MPEG-4 and MPEG-7 standards. Present work establishes a novel approach for extracting the motion and shape parameters of a rigid three-dimensional object on the basis of its orthographic projections and the associated motion field. Experimental results have been included to verify the theoretical analysis

Published in:

Pattern Analysis and Machine Intelligence, IEEE Transactions on  (Volume:22 ,  Issue: 4 )

Date of Publication:

Apr 2000

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