To Japanese Page
Takayoshi Yamashita

Contact
1200, Matsumoto-cho, Kasugai-city, Aichi, Japan,
487-0027
Chubu University, College of Engineering, Department of Computer
Science.
Tel : 0568-51-9670(ext. 4410)
E-Mail:yamashita{@}cs.chubu.ac.jp
Education & Carrier
- April 1993 - March 1998 Kobe City College of
Technology, Dept.of
Electrical Engineering
- April 1998 - March 2000 Kobe City College of
Technology,
Advanced Courses
- April 2000 - March 2002 Nara Institute of
Science of Technology,
Graduate School of Information Science
- April 2002 - March 2014 OMRON Corporation
- April 2008 - March 2011 Chubu University,
Graduate School of
Engineering, Dept. of Computer Science
- April 2014 - Current Chubu University,
College of Engineering,
Dept. of Computer Science
Publication
- Journal Papers
- T. Yamashita, T. Nakamura, H. Fukui, Y. Yamauchi, H. Fujiyoshi,
"Cost-Alleviative Learning for Deep Convolutional Neural Network-based Facial Part Labeling",
IPSJ Transactions on Computer Vision and Applications, Vol.7, pp.99-103, 2015.
- Y. Yazawa, T. Yoshimi, T. Tsuzuki, T. Dohi, Y. Yamauchi, T. Yamashita, H. Fujiyoshi,
"FPGA Hardware with Target-Reconfigurable Object Detector",
IEICE TRANSACTIONS on Information and Systems, Vol.E98-D, No.9, pp.1637-1645, 2015.
- Y. Mishina, R. Murata, Y. Yamauchi, T. Yamashita, H. Fujiyoshi,
"Boosted Random Forest",
IEICE TRANSACTIONS on Information and Systems, Vol.E98-D, No.9, pp.1630-1636, 2015.
- T. Yamashita, Y. Yamauchi and H.Fujiyoshi:
"A Single framework for Action Recognition based on Boosted Randomized Trees",
IPSJ Transactions on Computer Vision and Applications (CVA), Vol. 3, pp.160-171, 2011.
- L. Cai, L. He, T. Yamashita, Y. Xu, Y.Zhao and X. Yang,
"A new strategy to combine features in tracking object contour",
IEEE Transactions on Circuits and Systems for Video Technology, Vol.21, No.12, pp.1784-1794, 2011.
- T. Tanaka, S. Yoshinaga, A. Shimada, R.Taniguchi, T.Yamashita and D. Arita:
"Object Detection based on Combining Multiple round Modelings",
IPSJ Transactions. on Computer Vision and Applications (CVA), Vol.3, No.8, pp.156-168, 2010.
- Y. Li, H. Ai, S. Lao, T. Yamashita and M. Kawade:
"Tracking in Low Frame Rate Video: A Cascade Particle Filter with Discriminative Observers of Different Life Spans" ,
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.30, No.10, pp.1728-1740, 2008.
- Conference papers
- M.Kaneko, T.Hasegawa, Y.Yamauchi, T.Yamashita, H.Fujiyoshi, H.Murase:
"Fast 3D Edge Detection by Using Decision Tree from Depth Image",
RSJ International Conference on Intelligent Robots and Systems (IROS), 2015.
- T. Yamashita, Y. Yamauchi, H. Fujiyoshi:
"Facial Point Detection Using Convolutional Neural Networks Transferred from a Heterogeneous Task",
IEEE International Conference on Image Processing(ICIP), 2015.
- T. Yamashita, M. Kimura, Y. Yamauchi, H. Fujiyoshi:
"Facial Point Detection based on a Convolutional Neural Network with Optimal Mini-batch Procedure",
IEEE International Conference on Image Processing(ICIP), 2015.
- T. Yamashita, M. Tanaka, Y. Yamauchi, H. Fujiyoshi:
"Swap Node : regularization approach for deep convolutional neural network",
IEEE International Conference on Image Processing(ICIP), 2015.
- H. Fukui, T. Yamashita, Y. Yamauchi, H. Fujiyoshi, H. Murase:
"Pedestrian Detection Based on Deep Convolutional Neural Networks with Ensemble Inference Network",
IEEE Intelligent Vehicles Symposium (IV2015), 2015.
- T. Kurokawa, Y. Yamauchi, T. Yamashita, H. Fujiyoshi:
"Fast Discrimination by Early Judgment Using Linear Classifier",
IAPR International Conference on Machine Vision Applications, pp.234-237, 2015.
- Y. Murai, Y. Yamauchi, T. Yamashita, H. Fujiyoshi:
"Weighted Hough Forest for object detection",
IAPR International Conference on Machine Vision Applications, pp.122-125, 2015.
- T. Yamashita, T. Watasue, Y. Yamauchi, H. Fujiyoshi:
"Improving Quality of Training Samples Through Exhaustless Generation and Effective Selection for Deep Convolutional Neural Networks",
The 11th International Conference on Computer Vision Theory and Applications(VISAPP),2015
- R. Murata, Y. Mishina, Y. Yamauchi, T. Yamashita, H. Fujiyoshi :
"Efficient Feature Selection Method Using Contribution Ratio by Random Forest",
21th Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV2015), 2015.
- Y. Yamauchi, M. Ambai, I. Sato, Y. Yoshida, H. Fujiyoshi, T. Yamashita:
"Asymmetric Feature Representation for Object Recognition in Client Server System",
Asian Conference on Computer Vision(ACCV), 2014.
- T. Yamashita, T. Watasue:
"Hand Posture Recognition Based on Bottom-up Structured Deep Convolutional Neural Network with Curriculum Learning",
IEEE International Conference on Image Processing(ICIP), 2014.
- Y. Yamashita, M. Tanaka, E. Yoshida, Y. Yamauchi, H. Fujiyoshi:
"To be Bernoulli or to be Gaussian, for a Restricted Boltzmann Machine",
22nd International Conference on Pattern Recognition(ICPR), 2014.
- H. Fujiyoshi, M. Kimura, S. Shimizu, Y. Yamauchi, T. Yamashita:
"3-D Gaze Scan Path by Inside-out Camera System",
Workshop on Egocentric (First-Person) Vision in conjunction with CVPR, 2014.
- M. Tsuchiya, Y. Yamauchi, H. Fujiyoshi, T. Yamashita:
"Hybrid Transfer Learning for Efficient Learning in Object Detection",
2nd Asian Conference on Pattern Recognition(ACPR), 2013.
- X. Ruan, K. Fukuda, T. Yamashita:
"Living without Menu Bar: A Shape Retrieval Based Word Editor",
2nd Asian Conference on Pattern Recognition(ACPR), 2013.
- T. Yamashita, H. Fujiyoshi,
"Robust Object Tracking Using a Context Based on the Relation of Object and Background",
IEEE International Conference on Acoustics, Speech, and Signal
Processing (ICASSP), pp.1788-1792, 2013.
- Y. Wang, A. Shimada, R. Taniguchi,T. Yamashita,
"Hand gesture recognition using subunit-based dynamic time warping,
International Symposium on Artificial Life and Robotics(ALBO), 2013.
- A. Shimada, T. Yamashita, R. Taniguchi,
"Hand Gesture based TV Control System? Towards Both User- and Machine-friendly Gesture Applications?",
19th Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV2013), 2013.
- Z. Liu, G. Duan, H. Ai, T. Yamashita,
"Adaptation of Boosted Pedestrian Detectors by Feature Reselection",
International Conference on Image Processing(ICPR), 2012.
- A. Shimada, T. Yamashita, R. Taniguchi,
"How to Select Useful Hand Shapes for Hand Gesture Recognition System",
International Conference on Pattern Recognition Applications and Methods (ICPRAM), pp.394-399, 2012.
- A. Shimada, T. Yamashita, R. Taniguchi,
"User-Customizable Hand Gesture Interface for Controlling TV",
18th Japan-Korea Joint Workshop on Frontiers of Computer Vision, pp.129-132, 2012.
- T. Yamashita, Y. Yamauchi and H. Fujiyoshi:
"Human Detection for Multiple Pose by Boosted Randomized Trees",
1st Asian Conference on Pattern Recognition(ACPR), 2011.
- A. Irie, M. Takagiwa, K. Moriyama and T. Yamashita:
"Improvements to Facial Contour Detection by Hierarchical Fitting and Regression",
1st Asian Conference on Pattern Recognition(ACPR), 2011.
- G. Duan, H. Ai, T. Yamashita and S. Lao:
"Human Centric Object Detection in Highly Crowded Scenes",
1st Asian Conference on Pattern Recognition(ACPR), 2011.
- Y. Yamauchi, C. Matsushima, T. Yamashita, and H. Fujiyoshi:
"Relational HOG Feature withWild-Card for Object Detection",
IEEE International Workshop on Visual Surveillance(in conjunction with ICCV2011), 2011.
- Y. Su, H. Ai, T. Yamashita and S. Lao:
"Human Pose Estimation Using Examplars and Part Based Refinement",
Asian Conference on Computer Vision(ACCV), 2010.
- S. Wang,H. Ai,T. Yamashita and S.Lao:
"Combined Top-Down/Bottom-Up Human Articulated Pose Estimation Using AdaBoost Learning",
International Conference on Pattern Recognition(ICPR), 2010.
- Y. Yamauchi, M. Takaki, T. Yamashita and H. Fujiyoshi:
"Feature Co-occurrence Representation Based on Boosting for Object Detection",
International Workshop on Socially Intelligent Surveillance and Monitoring, 2010.
- H. Wei, T. Yamashita, H. Lu and S. Lao:
"SURF Tracking",
IEEE International Conference on Computer Vision(ICCV), 2009.
- T. Tanaka,A. Shimada, R.Taniguchi, T. Yamashita and D.Arita:
"Towards Robust Object Detection: Integrated Background Modeling Based on Spatio-temporal Features",
Asian Conference on Computer Vision(ACCV), pp.201-212, 2009.
- T. Yamashita, H. Fujiyoshi, S. Lao and M. Kawade:
"Human tracking based on Soft Decision Feature and online real boosting",
International Conference on Pattern Recognition(ICPR), 2008.
- C. Huang, H. Ai, T. Yamashita, S. Lao and M. Kawade:
"Incremental Learning of Boosted Face Detector",
IEEE International Conference on Computer Vision(ICCV), 2007.
- Y. Li, H. Ai, S. Lao, T. Yamashita and M.Kawade:
"Tracking in Low Frame Rate Video: A Cascade Particle Filter with Discriminative Observers of Different Life spans",
IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2007.
- X. Li, T. Yamashita, S. Lao and M. Kawade:
"Online Real Boosting for Object Tracking Under Severe Appearance Changes and Occlusion",
IEEE International Conference on Acoustics, Speech, and Signal Processing(ICASSP), pp.925-928, 2007.
- T. Yamashita, H, Saito, A. Hirano, S. Lao and M. Kawade:
"Face Detecting Camera for Surveillance",
IEEE Conference on Computer Vision and Pattern Recognition(CVPR), demo session, 2006.
- T. Yamashita, S. Lao, N. Tabata, H. Saito and M. Kawade:
"A Fast Omni-direction Face Detection System",
IEEE International Conference on Computer Vision(ICCV), demo session, 2005.
- S. Lao, T. Okamoto, T. Yamashita, N. Tabata, T. Kozuru, H. Saito and M. Kawade:
"A Fast Rotation Invariant Multi-View Face Detection System",
IEEE Conference on Computer Vision and Pattern Recognition(CVPR), demo session, 2005.
- S. Lao, T. Kozuru, T. Okamoto, T. Yamashita, N. Tabata and M. Kawade:
"A fast 360-degree rotation invariant face detection system",
IEEE International Conference on Computer Vision(ICCV), demo session, 2003.
- Patents
- US PATENT No.7940956 Tracking apparatus that tracks a face position in a dynamic picture image using ambient information
- EP PATENT No.EP2234388 OBJECT CHECKING APPARATUS AND METHOD
- EP PATENT No.EP2164041 TRACKING METHOD AND DEVICE ADOPTING A SERIES OF OBSERVATION MODELS WITH DIFFERENT LIFESPANS
- EP PATENT No.EP2164025 DETECTING DEVICE OF SPECIAL SHOT OBJECT AND LEARNING DEVICE AND METHOD THEREOF
- USPTO Application No.20070113099 Authentication apparatus and portable
- USPTO Application No.20070013791 Tracking apparatus
- USPTO Application No.20100195870 Tracking method and device adopting a series of observation models with different life spans
- USPTO Application No.20100202681 Detecting device of special shot object and learning device and method thereof.
- USPTO Application No.20110007974 Object detection apparatus and method
- USPTO Application No.20110221890 Object tracking apparatus, object tracking method, and control program
- EP Application No.11861275 IMAGE PROCESSING DEVICE AND IMAGE PROCESSING METHOD
- EP Application No.11861215 IMAGE PROCESSING DEVICE, IMAGE PROCESSING METHOD AND CONTROL PROGRAM
- EP Application No.11860858 IMAGE PROCESSING DEVICE AND IMAGE PROCESSING METHOD
- EP Application No.11860480 OBJECT TRACKING DEVICE, OBJECT TRACKING METHOD, AND CONTROL PROGRAM
- EP Application No.10196697 Object tracking apparatus, object tracking method, and control program
Chubu University
Machine Perception and Robotics Group