Deformable Template As Active Basis
Reproducibility page for journal version
This is a reproducibility page for results presented in ICCV07 paper
and ICCV07 presentation ppt.
The ICCV07 presentation ppt has improved experimental results and better
theoretical understanding than ICCV07 paper.
Matlab and C codes are copyrighted by the authors.
Contact ywu@stat.ucla.edu
Last updated on Feb 12, 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 $q(\I_m)$.
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