Takayoshi Yamashita

Contact

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
  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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
  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. X. Ruan, K. Fukuda, T. Yamashita:
      "Living without Menu Bar: A Shape Retrieval Based Word Editor",
      2nd Asian Conference on Pattern Recognition(ACPR), 2013.
  16. 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.
  17. 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.
  18. 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.
  19. Z. Liu, G. Duan, H. Ai, T. Yamashita,
      "Adaptation of Boosted Pedestrian Detectors by Feature Reselection",
      International Conference on Image Processing(ICPR), 2012.
  20. 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.
  21. 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.
  22. T. Yamashita, Y. Yamauchi and H. Fujiyoshi:
      "Human Detection for Multiple Pose by Boosted Randomized Trees",
      1st Asian Conference on Pattern Recognition(ACPR), 2011.
  23. 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.
  24. 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.
  25. 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.
  26. 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.
  27. 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.
  28. 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.
  29. H. Wei, T. Yamashita, H. Lu and S. Lao:
      "SURF Tracking",
      IEEE International Conference on Computer Vision(ICCV), 2009.
  30. 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.
  31. 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.
  32. 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.
  33. 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.
  34. 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.
  35. 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.
  36. 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.
  37. 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.
  38. 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
  1. US PATENT No.7940956 Tracking apparatus that tracks a face position in a dynamic picture image using ambient information
  2. EP PATENT No.EP2234388 OBJECT CHECKING APPARATUS AND METHOD
  3. EP PATENT No.EP2164041 TRACKING METHOD AND DEVICE ADOPTING A SERIES OF OBSERVATION MODELS WITH DIFFERENT LIFESPANS
  4. EP PATENT No.EP2164025 DETECTING DEVICE OF SPECIAL SHOT OBJECT AND LEARNING DEVICE AND METHOD THEREOF
  5. USPTO Application No.20070113099 Authentication apparatus and portable
  6. USPTO Application No.20070013791 Tracking apparatus
  7. USPTO Application No.20100195870 Tracking method and device adopting a series of observation models with different life spans
  8. USPTO Application No.20100202681 Detecting device of special shot object and learning device and method thereof.
  9. USPTO Application No.20110007974 Object detection apparatus and method
  10. USPTO Application No.20110221890 Object tracking apparatus, object tracking method, and control program
  11. EP Application No.11861275 IMAGE PROCESSING DEVICE AND IMAGE PROCESSING METHOD
  12. EP Application No.11861215 IMAGE PROCESSING DEVICE, IMAGE PROCESSING METHOD AND CONTROL PROGRAM
  13. EP Application No.11860858 IMAGE PROCESSING DEVICE AND IMAGE PROCESSING METHOD
  14. EP Application No.11860480 OBJECT TRACKING DEVICE, OBJECT TRACKING METHOD, AND CONTROL PROGRAM
  15. EP Application No.10196697 Object tracking apparatus, object tracking method, and control program

  Link

  Chubu University
  Machine Perception and Robotics Group

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