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(X ,Y ,Z ) (U ,V ) (X ,Y ,Z ) (U ,V ) (X ,Y ,Z )((X,Y,Z)(U,V)(X,Y,Z)(U,V)(X,Y,Z))
3D Structure from 2D Motion
Tony Jebara, Ali Azarbayejani and Alex Pentland
MIT Media Lab oratory, Cambridge MA, 02139
f jebara, ali, sandy g@media.mit .edu
tently extract, lo cate and lab el 2D features in the scene.
Such 2D features could include salient p oints in the im-
age, corners of ob jects, lines along their edges or curves
around their contours. In each frame, the features are
detected and asso ciated to their corresp onding instan-
tiations in the other frames. These (usually noisy and
error-prone) 2D measurements are the inputs to the SfM
problem. The availability of corresp onded features re-
stricts the SfM problem to the so-called Corresponded
Structure from Motion geometric task which will b e the
fo cus herein. It should b e noted, however, that matching
and detecting feature p oints is a fundamental and decid-
I. I
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