Daisuke Deguchi

Daisuke Deguchi

Strategy Office, Information and Communications Headquarters, Nagoya University

Associate Processor Ph.D

Research Interests

  • Image Processing / Pattern Recognition / Computer Vision
  • 3D Image Processing / Video Processing
  • Road Scene Understanding using In-vehicle Camera
  • Medical Image Processing (Bronchoscope Navigation System)

Contact address

Furo-cho, Chikusa-ku, Nagoya, Aichi, 464-8603 Japan
Engineering Building 7 #326 (or IB building south #451)
TEL / FAX : +81-52-789-5910
  1. Hiroya Inoue, Takatsugu Hirayama, Keisuke Doman, Yasutomo Kawanishi, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase, "視線遷移と瞬きの時系列パターンに基づく調理動作識別手法," IEICE Transactions on Information and Systems, J100-A, No.1, pp.12-23, 2017/01/01 [url]
  2. Yuki Suzuki, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, "Pedestrian Detection by Scene Adaptation Based on False Positive Mining," Journal of the Japan Society for Precision Engineering, 82(12), pp.1085-1091, 2016/12/05 (doi:10.2493/jjspe.82.1085) [url]
  3. Norimasa Kobori, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Proposal of an Encoded Marker for Working Robots -An Encoded Marker Easy to Detect in Various Positions and under Blur-," IEEJ Transactions on Electronics, Information and Systems, 136(9), pp.1367-1375, 2016/09/01 (doi:10.1541/ieejeiss.136.1367) [url]
  4. Esmaeil Pourjam, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Using Super-Pixels and Human Probability Map for Automatic Human Subject Segmentation," IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E99-A, No.5, pp.943-953, 2016/05/01 (doi:10.1587/transfun.E99.A.943)
  5. Brahmastro Kresnaraman, Daisuke Deguchi, Tomokazu Takahashi, Yoshito Mekada, Ichiro Ide, Hiroshi Murase, "Reconstructing Face Image from the Thermal Infrared Spectrum to the Visible Spetrum," Sensors, special issue on "Infrared and THz Sensing and Imaging", 16(4), pp.1-16, 2016/04/21 (doi:10.3390/s16040568) [url]
  6. Haruya Kyutoku, Daisuke Deguchi, Tomokazu Takahashi, Yoshito Mekada, Ichiro Ide, Hiroshi Murase, "Subtraction-Based General Forward Obstacle Detection from In-Vehicle Camera Images using Extended Census Transform," IEEJ Transactions on Electronics, Information and Systems, 136(4), pp.588-589, 2016/04/01 (doi:10.1541/ieejeiss.136.588)
  7. David Robert Wong, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Single Camera Vehicle Localization Using Feature Scale Tracklets," IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E100-A, No.2, 2016/02/01 (doi:10.1587/transfun.E100.A.1)
  8. Takashi Hosono, Tomokazu Takahashi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Tomoyoshi Aizawa, Masato Kawade, "Human tracking using far-infrared sensor array (in Japanese) -Proposal of a thermo-spatial sensitive histogram-," IEICE Transactions on Information and Systems, J99-D, No.1, pp.119-129, 2016/01/01 (doi:10.14923/transinfj.2015JDP70315)
  9. Ryunosuke Tanishige, Keisuke Doman, Daisuke Deguchi, Yoshito Mekada, Ichiro Ide, Hiroshi Murase, "Prediction of driver's pedestrian detectability considering characteristics of human fields-of-view while driving (in Japanese)," IEICE Transactions on Information and Systems, J99-D, No.1, pp.56-66, 2016/01/01 (doi:10.14923/transinfj.2015HAP0015)
  10. Esmaeil Pourjam, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Statistical Shape Feedback for Human Subject Segmentation," IEEJ Transactions on Electronics, Information and Systems, 135-C, No.8, pp.1000-1008, 2015/08/03 (doi:10.1541/ieejeiss.135.1000)
  11. Haruka Kumagai, Keisuke Doman, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase, "Multi-modal scene duplicate detection from news videos focusing on human faces," International Journal of Semantic Computing, 9(2), pp.215-237, 2015/06/01 (doi:10.1142/S1793351X15400048)
  12. Yuji Tokiwa, Daisuke Deguchi, Makoto Miyazaki, Naoshi Hiraoka, Toshihiro Kita, Shoji Kajita, "Localization of Open Source Softoware for Higher EducationCommon translation memory," IPSJ Journal of Digital Practices, 6(2), pp.79-88, 2015/04/15
  13. Haruya Kyutoku, Daisuke Deguchi, Tomokazu Takahashi, Yoshito Mekada, Ichiro Ide, Hiroshi Murase, "Ego-localization by Searching in a Streetview Database using a Sequence of Image Distance based on the Positional Relation between In-vehicle Cameras," IEEJ Transactions on Electronics, Information and Systems, 134(5), pp.702-710, 2014/05/01 (doi:10.1541/ieejeiss.134.702)
  14. Xi Li, Tomokazu Takahashi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Cross-pose face recognition -A virtual view generation approach using clustering based LVTM-," IEICE Transaction on Information and Systems, Special Section on Face Perception and Recognition, E96-D, No.3, pp.531-537, 2013/03/01
  15. Yuji Kato, Tomokazu Takahashi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Two-step super-resolution with binary and grid constraints for low resolution QR-code recognition," IEICE Transactions on Information and Systems, J96-D, No.2, pp.328-337, 2013/02/01 [url]
  16. Haruya Kyutoku, Daisuke Deguchi, Tomokazu Takahashi, Yoshito Mekada, Ichiro Ide, Hiroshi Murase, "Ego-Localization Based on Frame Correspondences between In-Vehicle Camera Images and Streetview Database," IEICE Transactions on Information and Systems, J95-D, No.11, pp.1973-1982, 2012/11/01
  17. Shogo Kumagai, Keisuke Doman, Tomokazu Takahashi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Speech shot extraction from broadcast news videos," International Journal of Semantic Computing, 6(2), pp.179-204, 2012/06/01 (doi:10.1142/S1793351X12400077) [url]
  18. Daisuke Deguchi, Marco Feuerstein, Takayuki Kitasaka, Yasuhito Suenaga, Ichiro Ide, Hiroshi Murase, Kazuyoshi Imaizumi, Yoshinori Hasegawa, Kensaku Mori, "Real-time marker-free patient registration for electromagnetic navigated bronchoscopy: a phantom study," International Journal of Computer Assisted Radiology and Surgery, 7(3), pp.359-369, 2012/05/01 (doi:10.1007/s11548-011-0626-9) [url]
  19. Xiongbiao Luo, Marco Feuerstein, Daisuke Deguchi, Takayuki Kitasaka, Hirotsugu Takabatake, Kensaku Mori, "Development and comparison of new hybrid motion tracking for bronchoscopic navigation," Medical Image Analysis, 16(3), pp.577-596, 2012/04/01 (doi:10.1016/j.media.2010.11.001) [url]
  20. Daisuke Deguchi, Keisuke Doman, Ichiro Ide, Hiroshi Murase, "Construction of an accurate traffic sign detector by automatic gathering of traffic sign images based on retrospective tracking," IEICE Transactions on Information and Systems, J95-D, No.1, pp.76-84, 2012/01/01 [url]
  21. Keisuke Doman, Daisuke Deguchi, Tomokazu Takahashi, Yoshito Mekada, Ichiro Ide, Hiroshi Murase, Yukimasa Tamatsu, "Estimation of traffic sign visibility based on the integration of contrast features and appearance features," IEICE Transactions on Information and Systems, J95-D, No.1, pp.122-130, 2012/01/01 [url]
  22. Masafumi Noda, Tomokazu Takahashi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Yoshiko Kojima, Takashi Naito, "Improvement of Vehicle Ego-localization by Sequential Matching of Feature-points from an Aerial Image and an In-vehicle Camera Image," IEICE Transactions on Information and Systems, J95-D, No.1, pp.111-121, 2012/01/01 [url]
  23. Yuji Shamoto, Ichiro Ide, Daisuke Deguchi, Tomokazu Takahashi, Hiroshi Murase, "Classification of near-duplicate video clips in a large-scale broadcast video archive based on their appearance patterns," Journal of Information Processing, 52(12), pp.3593-3598, 2011/12/15 [url]
  24. Jiani Wang, Masafumi Noda, Tomokazu Takahashi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Creation of a Sight-seeing Map with Visual Classification of Photos on the Web," Journal of Information Processing, 52(12), pp.3588-3592, 2011/12/15
  25. Taku Kuhara, Daisuke Deguchi, Tomokazu Takahashi, Ichiro Ide, Hiroshi Murase, "Detection of Repetitive Cooking Motions in a Cooking Video," IEICE Transactions on Information and Systems, J94-D, No.12, pp.1983-1985, 2011/12/01 [url]
  26. Hiroyuki Uchiyama, Tomokazu Takahashi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Generation of an In-Vehicle Camera Image Sequence without Temporary Objects by Selection of Partial Images from Multiple Image Sequences," IEICE Transactions on Information and Systems, J94-D, No.12, pp.2093-2104, 2011/12/01 [url]
  27. Norimasa Kobori, Daisuke Deguchi, Tomokazu Takahashi, Ichiro Ide, Hiroshi Murase, "Accurate and Robust Attitude Estimation using MEMS Gyroscopes and a Monocular Camera," Transactions of the Society of Instrument and Control Engineers, 47(10), pp.442-449, 2011/10/01 [url]
  28. Tse-Wei Chen, Chih-Hao Sun, Hsiao-Hang Su, Shao-Yi Chien, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Power-efficient hardware architecture of K-Means clustering with Bayesian-Information-Criterion processor for multimedia processing applications," IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 1(3), pp.357-368, 2011/09/01 (doi:10.1109/JETCAS.2011.2165231)
  29. Yuka Shidochi, Ichiro Ide, Yuichi Nakamura, Daisuke Deguchi, Tomokazu Takahashi, Hiroshi Murase, "Towards the Creation of a Cooking Recipe for Inexperienced Users by Supplementing Multimedia Information," IEICE Transactions on Information and Systems, J94-A, No.7, pp.544-547, 2011/07/01 [url]
  30. Masafumi Noda, Tomokazu Takahashi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Yoshiko Kojima, Takashi Naito, "Detection of Road Markings Recorded in In-Vehicle Camera Images by Using Position-Dependent Classifiers," IEEJ Transactions on Industry Applications, 131(4), pp.466-474, 2011/04/01 (doi:10.1541/ieejias.131.466)
  31. Hiroyuki Uchiyama, Daisuke Deguchi, Tomokazu Takahashi, Ichiro Ide, Hiroshi Murase, "Ego-Localization by Spatio-Temporal Matching between Videos Obtained from Cameras with Different Viewing Angles Using an Extended DTW Method," IEICE Transactions on Information and Systems, J93-D, No.12, pp.2659-2665, 2010/12/01
  32. Keisuke Doman, Daisuke Deguchi, Tomokazu Takahashi, Yoshito Mekada, Ichiro Ide, Hiroshi Murase, "Construction of a traffic sign detector using generative learning method considering color variation," IEICE Transactions on Information and Systems, J93-D, No.8, pp.1375-1385, 2010/08/01
  33. Daisuke Deguchi, Kensaku Mori, Marco Feuerstein, Takayuki Kitasaka, Calvin R. Maurer Jr., Yasuhito Suenaga, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, "Selective image similarity measure for bronchoscope tracking based on image registration," Medical Image Analysis, 13(4), pp.621-633, 2009/06/01 (doi:10.1016/j.media.2009.06.001)
  34. Yukitaka Nimura, Daisuke Deguchi, Takayuki Kitasaka, Yasuhito Suenaga, Kensaku Mori, "Development of a Common Platform for Computer-Aided Diagnosis of Medical Images," MEDICAL IMAGING TECHNOLOGY, 26(5), pp.327-337, 2008/11/01
  35. Masanori Noguchi, Daisuke Deguchi, Junichiro Toriwaki, Kensaku Mori, Yoshito Mekada, Kei Matsuoka, "Evaluation of a prostate biopsy strategy for cancer detection using a computer simulation system with virtual needle biopsy for three-dimensional prostate models," International Journal of Urology, 13(10), pp.1296-1303, 2006/10/01 (doi:10.1111/j.1442-2042.2006.01561.x)
  36. Daisuke Deguchi, Kenta Akiyama, Kensaku Mori, Takayuki Kitasaka, Yasuhito Suenaga, Calvin R. Maurer Jr., Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, "A method for bronchoscope tracking by combining a position sensor and image registration," Computer Aided Surgery, 11(3), pp.109-117, 2006/05/01
  37. Daisuke Deguchi, Yuichiro Hayashi, Takayuki Kitasaka, Kensaku Mori, Yoshito Mekada, Yasuhito Suenaga, Jun-ichi Hasegawa, Junichiro Toriwaki, "A method for automated liver region extraction basing upon estimation of CT value distributions from multi-phase CT images," Journal of Computer Aided Diagnosis of Medical Images, 9(4), pp.36-48, 2006/01/01
  38. Daisuke Deguchi, Kensaku Mori, Yoshito Mekada, Jun-ichi Hasegawa, Junichiro Toriwaki, Masanori Noguchi, "Development of a Virtual Needle Biopsy Simulation System for the Virtual Prostate," Systems and Computers in Japan, 37(1), pp.93-104, 2006/01/01 (doi:10.1002/scj.20181) (Translation of [40])
  39. Yuichiro Hayashi, Daisuke Deguchi, Kensaku Mori, Yoshito Mekada, Yasuhito Suenaga, Junichiro Toriwaki, "Development of a method for automated liver region extraction from contrasted 3D abdominal X-ray CT images," Journal of Computer Aided Diagnosis of Medical Images, Vol.8, 1_3, pp.18-30, 2004/11/01
  40. Daisuke Deguchi, Kensaku Mori, Yoshito Mekada, Jun-ichi Hasegawa, Junichiro Toriwaki, Masanori Noguchi, "Development of a simulation system of the virtual needle biopsy for the virtual prostate," IEICE Transactions on Information and Systems, J87-D-II, No.1, pp.281-289, 2004/01/01
  41. Kensaku Mori, Daisuke Deguchi, Jun Sugiyama, Yasuhito Suenaga, Junichiro Toriwaki, Calvin R. Maurer Jr., Hirotsugu Takabatake, Hiroshi Natori, "Tracking of a bronchoscope using epipolar geometry analysis and intensity-based image registration of real and virtual endoscopic images," Medical Image Analysis, Vol.6, pp.321-336, 2002/09/01 (doi:10.1016/S1361-8415(02)00089-0)

All publications are available in the publication page.