Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
PRMU, BioX |
2016-03-25 15:45 |
Tokyo |
|
Efficient Mondrian Forests by Introducing Supervised Learning Ryuei Murata (Chubu Univ.), Akisato Kimura, Yoshitaka Ushiku (NTT), Takayoshi Yamashita, Yuji Yamauchi, Hironobu Fujiyoshi (Chubu Univ.) BioX2015-73 PRMU2015-196 |
Mondrian Forests is an online learning method based on framework of Random Forests. At the online learning, Mondrian For... [more] |
BioX2015-73 PRMU2015-196 pp.191-196 |
PRMU, CNR |
2016-02-22 09:30 |
Fukuoka |
|
Proposal of Image Recognition Engine for Cloud Robotics Yuji Yamauchi, Yu Kato, Takayoshi Yamashita, Hironobu Fujiyoshi (Chubu Univ.) PRMU2015-149 CNR2015-50 |
As the workforce continues to shrink due to the aging population, robots are expected to be utilized for the care of per... [more] |
PRMU2015-149 CNR2015-50 pp.91-96 |
PRMU, BioX |
2015-03-20 14:00 |
Kanagawa |
|
Training of Random Forests Using Covariate Shift on Parallel Distributed Processing Ryoji Wakayama (Chubu Univ.), Akisato Kimura (NTT), Takayoshi Yamashita, Yuji Yamauchi, Hironobu Fujiyoshi (Chubu Univ.) BioX2014-73 PRMU2014-193 |
Machine learning with big data improves a classification performance but increases computatinal cost for learning. Paral... [more] |
BioX2014-73 PRMU2014-193 pp.205-210 |
PRMU, CNR |
2015-02-19 16:20 |
Miyagi |
|
[Poster Presentation]
Facial Point Detection Based on Deep Convolutional Neural Network with Optimal Minibatch Masatoshi Kimura, Hiroshi Fukui, Takayoshi Yamashita, Yuji Yamauchi, Hironobu Fujiyoshi (Chubu Univ.) PRMU2014-127 CNR2014-42 |
We propose a Convolutional Neural Network (CNN)-based method to ensure both robustness to variations in facial pose.
Al... [more] |
PRMU2014-127 CNR2014-42 pp.87-88 |
PRMU |
2014-06-20 09:30 |
Tokyo |
|
Transfer Forest based on Covariate Shift Masamitsu Tsuchiya (SECURE, INC.), Ryo Yumiba (Hitachi, Ltd.), Yuji Yamauchi, Takayoshi Yamashita, Hironobu Fujiyoshi (Chubu Univ.) PRMU2014-27 |
[more] |
PRMU2014-27 pp.31-36 |
PRMU, CNR |
2014-02-13 16:10 |
Fukuoka |
|
[Poster Presentation]
Incremental Learning of Hand Gestures based on Subunit Sequences Ryo Kawahata, Yanrung Wan, Atsushi Shimada (Kyushu Univ.), Takayoshi Yamashita (OMRON), Rin-ichiro Taniguchi (Kyushu Univ.) PRMU2013-141 CNR2013-49 |
We propose an incremental learning of hand gestures based on subunit sequences. A subunit based DTW method can shorten r... [more] |
PRMU2013-141 CNR2013-49 pp.97-98 |
PRMU, MVE, IPSJ-CVIM (Joint) [detail] |
2013-01-24 15:45 |
Kyoto |
|
Hybrid Transfer Learning for Efficient Learning in Object Detection Masamitsu Tsuchiya, Yuji Yamauchi (Chubu Univ.), Takayoshi Yamashita (Omron Corp.), Hironobu Fujiyoshi (Chubu Univ.) PRMU2012-122 MVE2012-87 |
In the detection of human from image using statistical learning methods, the labor cost of collecting training samples a... [more] |
PRMU2012-122 MVE2012-87 pp.329-334 |
PRMU |
2012-10-04 15:10 |
Chiba |
|
Subunit based Hand Gesture Recognition Yanrung Wang, Atsushi Shimada (Kyushu Univ.), Takayoshi Yamashita (OMRON), Rin-ichiro Taniguchi (Kyushu Univ.) PRMU2012-58 |
We propose a subunit-based Dynamic Time Warping (DTW) approach to hand gesture recognition. Conventional DTW requires th... [more] |
PRMU2012-58 pp.35-40 |
PRMU, IBISML, IPSJ-CVIM (Joint) [detail] |
2012-09-03 10:00 |
Tokyo |
|
[Survey paper] Human Detection Based on Statistical Learning Yuji Yamauchi (Chubu Univ.), Takayoshi Yamashita (Omron), Hironobu Fujiyoshi (Chubu Univ.) PRMU2012-43 IBISML2012-26 |
[more] |
PRMU2012-43 IBISML2012-26 pp.113-126 |
PRMU, IBISML, IPSJ-CVIM [detail] |
2011-09-05 15:20 |
Hokkaido |
|
Feature Selection for Object Tracking based on Online Real Boosting Takayoshi Yamashita (Omron), Hironobu Fujiyoshi (Chubu University.) PRMU2011-68 IBISML2011-27 |
Recently, Boosting algorithms like AdaBoost and Real AdaBoost are used in online learning. The weak classifiers for onli... [more] |
PRMU2011-68 IBISML2011-27 pp.67-73 |
PRMU |
2011-03-10 17:40 |
Ibaraki |
|
A Report on MIRU2010 Young Researchers' Program Toru Tamaki (Hiroshima Univ.), Yuko Uematsu (Keio Univ.), Kazuaki Kondo (Kyoto Univ.), Tomoya Sakai (Nagasaki Univ.), Atsushi Shimada (Kyushu Univ.), Daisuke Deguchi (Nagoya Univ.), Takayoshi Yamashita (Omron) PRMU2010-265 |
This is a report on MIRU2010 Young researchers' Program biennially held
as a satellite event of the MIRU symposium sinc... [more] |
PRMU2010-265 pp.157-170 |
PRMU |
2009-12-18 11:30 |
Tochigi |
Fujihara Cultural Center |
What makes young researchers active in international community? Toru Tamaki (Hiroshima Univ.), Yuko Uematsu (Keio Univ.), Kazuaki Kondo (Kyoto Univ.), Tomoya Sakai (Chiba Univ.), Atsushi Shimada (Kyushu Univ.), Daisuke Deguchi (Nagoya Univ.), Takayoshi Yamashita (Omron Corp.) PRMU2009-148 |
Young researchers, including master course and PhD students, are
expected to lead fields of topics discussed in the PRM... [more] |
PRMU2009-148 pp.59-60 |
PRMU, MVE |
2008-11-28 13:30 |
Osaka |
Osaka Univ. |
[Tutorial Lecture]
Efficient Features for Object Recognition Takayoshi Yamashita (Omron), Hironobu Fujiyoshi (Chubu Univ.) PRMU2008-142 MVE2008-91 |
[more] |
PRMU2008-142 MVE2008-91 pp.221-236 |
PRMU |
2004-11-18 15:45 |
Fukui |
|
False Positive Reduction for Face Detection Takayoshi Yamashita, Shihong Lao, Naohiro Tabata, Masato Kawade (Omron) |
Recently, various face detection methods of high speed and high detection rate have been proposed. However these method... [more] |
PRMU2004-102 pp.55-60 |