| Paper Abstract and Keywords |
| Presentation |
2008-06-12 11:45
Hardware Implementation of Run-time Learning for Object Recognition
Kazunori Kimura, Hiroyuki Ochi (Kyoto Univ.), Ryusuke Miyamoto (NAIST) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Cascade Particle Filter is one of the latest
schemes which enables highly accurate object recognition.
In order to apply the scheme to embedded applications
such as surveillance, automobiles, and robotics,
a specialized processor or hardware implementation is indispensable
because of limitation of power consumption.
In this paper we propose a hardware implementation of
run-time learning process
that is the most computationally intensive part of
Cascade Particle Filter.
Implementation result shows that
the hardware on Virtex-5 FPGA
achieves real-time processing at 30 frames per second. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
object recognition / Cascade Particle Filter / boosting / hardware implementation / run-time learning / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 108, no. 85, SIS2008-5, pp. 23-28, June 2008. |
| Paper # |
SIS2008-5 |
| Date of Issue |
2008-06-05 (SIS) |
| Conference Information |
| Committee |
SIS |
| Conference Date |
2008-06-12 - 2008-06-13 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
|
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
SIS |
| Conference Code |
2008-06-SIS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Hardware Implementation of Run-time Learning for Object Recognition |
| Sub Title (in English) |
|
| Keyword(1) |
object recognition |
| Keyword(2) |
Cascade Particle Filter |
| Keyword(3) |
boosting |
| Keyword(4) |
hardware implementation |
| Keyword(5) |
run-time learning |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Kazunori Kimura |
| 1st Author's Affiliation |
Kyoto University (Kyoto Univ.) |
| 2nd Author's Name |
Hiroyuki Ochi |
| 2nd Author's Affiliation |
Kyoto University (Kyoto Univ.) |
| 3rd Author's Name |
Ryusuke Miyamoto |
| 3rd Author's Affiliation |
Nara Institute of Science and Technology (NAIST) |
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| Speaker |
1 |
| Date Time |
2008-06-12 11:45:00 |
| Presentation Time |
20 |
| Registration for |
SIS |
| Paper # |
IEICE-SIS2008-5 |
| Volume (vol) |
IEICE-108 |
| Number (no) |
no.85 |
| Page |
pp.23-28 |
| #Pages |
IEICE-6 |
| Date of Issue |
IEICE-SIS-2008-06-05 |
|