Least Squares Estimation of 3D Shape and Motion of Rigid Objects from Their Orthographic Projections
Issue No. 04 - April (2000 vol. 22)
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/34.845382
<p><b>Abstract</b>—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.</p>
3D motion, 3D structure, structure from motion, orthography.
Yiannis Xirouhakis, Anastasios Delopoulos, "Least Squares Estimation of 3D Shape and Motion of Rigid Objects from Their Orthographic Projections", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 22, no. , pp. 393-399, April 2000, doi:10.1109/34.845382