CBCL
SOFTWARE:
- Model of Object
Recognition:
Over the years, CBCL has developed and
implemented several different software versions of the model
of object recognition. The most up-to-date description of the
model is "A Theory of Object Recognition: Computations and
Circuits in the Feedforward Path of the Ventral Stream in
Primate Visual Cortex" [Serre,
Kouh, Cadieu, Knoblich, Kreiman, and Poggio (2005)]. The
table below has the links to the downloadable software.
| Circa | Download | Paper |
|---|
| 2007
| Model of Object Recognition in Cortex: Currently in beta testing.
Please send an email to serre _at_ mit . edu for access.
This is the most complete and recent model implementation but this
is also very slow. For computer vision applications, use link below.
| Serre,
Oliva & Poggio (PNAS 2007)
Serre,
Kouh, Cadieu, Knoblich, Kreiman & Poggio (AI memo 2005)
| | 2005 | Biologically Motivated Object Recognition
System
The architecture includes only 4 layers (S1->C2).
| Serre,
Wolf & Poggio (CVPR 2005)
Serre,
Wolf, Bileschi, Riesenhuber & Poggio (PAMI 2007)
| | 1999 | HMAX
"Hierarchical Model and X"
DISCLAIMER: This model implementation is now obsolete and is
no longer distributed.
| Riesenhuber
and Poggio (Nat. Neurosci.1999)
|
- Software for
Support Vector Machines
-
Regularized Least-Squares MATLAB Toolkit
- WordEx: A word extraction
engine
CBCL DATASETS:
CBCL
SUPPLEMENTARY MATERIAL:
The SVMFu software and RLS Toolkit is released under
a standard open source license, but the CBCL data sets are
covered by the following copyright.
Copyright
2000
Center for Biological & Computational Learning at
MIT and MIT
All rights reserved.
Permission to copy and modify this data, software, and
its documentation only for internal research use in your
organization is hereby granted, provided that this notice
is retained thereon and on all copies. This data and software
should not be distributed to anyone outside of your organization
without explicit written authorization by the author(s)
and MIT. It should not be used for commercial purposes
without specific permission from the authors and MIT.
MIT also requires written authorization by the author(s)
to publish results obtained with the data or software
and possibly citation of relevant CBCL reference papers.
We make no representation as to the suitability and operability
of this data or software for any purpose. It is provided
"as is" without express or implied warranty.
|
