Deformable Template As Active Basis
Important: We have stopped updating this page.
The ICCV07 presentation ppt has improved experimental results and better
theoretical understanding than ICCV07 paper.
Last updated on Feb 2008.
ICCV07 paper
latex files
ICCV07 ppt (improved experiments and theory)
Experiments 1 and 2 (26 examples)
Experiment 3
Experiment 4
Experiment 5
Active basis formed by 60 Gabor wavelet
elements. The first plot displays the 60 elements, where each element
is represented by a bar. For each of the other 7 pairs, the left plot
is the observed image, and the right plot displays the 60 Gabor wavelet
elements resulting from locally shifting the 60 elements in the first plot
to fit the corresponding observed image.
$p(r_{m, 1}, ..., r_{m, n})$ is pooled over training images (shaded rectangles)
at specific locations. $q(r_{m,1}, ..., r_{m, n})$ is derived from stationary
background $q(\I_m)$.
Back to active basis homepage