Daisuke Deguchi

Daisuke Deguchi

Department of Intelligent Systems, Graduate School of Informatics, 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
IB building south #461
TEL / FAX ： +81-52-789-5910

Publications <Journal>

  1. Jialei Chen, Daisuke Deguchi, Chenkai Zhang, Xu Zheng, Hiroshi Murase, "Frozen is better than learning: A new design of prototype-based classifier for semantic segmentation," Pattern Recognition, Vol.152, 2024/08/01 (doi:10.1016/j.patcog.2024.110431) [url]
  2. Chenkai Zhang, Daisuke Deguchi, Jialei Chen, Hiroshi Murase, "Toward Explainable End-to-End Driving Models via Simplified Objectification Constraints," IEEE Transactions on Intelligent Transportation Systems, 1558-0016, pp.1-14, 2024/04/19 (doi:10.1109/TITS.2024.3385754) [url]
  3. Ryusei Hata, Daisuke Deguchi, Takatsugu Hirayama, Yasutomo Kawanishi, Hiroshi Murase, "Eye-Contact Transformer: Eye-Contact Detection of Distant Pedestrians Considering Scene Context," IEICE Transactions on Information and Systems, J107-D, No.4, pp.231-242, 2024/04/01 (doi:10.14923/transinfj.2023PDP0024)
  4. Masaya Mizuno, Tomohiro Fujita, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase, "Subjective Baggage-Weight Estimation Based on Human Walking Behavior," IEEE Access, Vol.12, pp.39390-39398, 2024/03/13 (doi:10.1109/ACCESS.2024.3376656) [url]
  5. Hiroki Tatemichi, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Category-Level Object Pose Estimation in Heavily Cluttered Scenes by Generalized Two-Stage Shape Reconstructor," IEEE Access, Vol.12, pp.33440-33448, 2024/03/01 (doi:10.1109/ACCESS.2024.3372658) [url]
  6. Meng Zhang, Rujie Liu, Daisuke Deguchi, Hiroshi Murase, "Texture-guided transfer learning for low-quality face recognition," IEEE Transactions on Image Processing, 2023/11/30 (doi:10.1109/TIP.2023.3335830)
  7. Chihaya Matsuhira, Marc A. Kastner, Takahiro Komamizu, Ichiro Ide, Takatsugu Hirayama, Yasutomo Kawanishi, Keisuke Doman, Daisuke Deguchi, "Computational measurement of perceived pointiness from pronunciation," Multimedia Tools and Applications, 2023/08/29 (doi:10.1007/s11042-023-15732-z)
  8. Kazuma Takeda, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Kunio Kashino, "Estimation of targets' locations and attention degrees by spatio-temporal integration of audiences' facial orientations," IEICE Transactions on Information and Systems, J106-A, No.3, pp.58-69, 2023/03/01 (doi:10.14923/transfunj.2022HAP0006)
  9. Chenkai Zhang, Daisuke Deguchi, Yuki Okafuji, Hiroshi Murase, "More Persuasive Explanation Method for End-to-End Driving Models," IEEE Access, Vol.11, pp.4270-4282, 2023/01/10 (doi:10.1109/ACCESS.2023.3235739) [url]
  10. Hideaki Takahira, Miho Shinohara, Yusuke Nosaka, Masaya Yokouchi, Mitsuho Yamada, Takatsugu Hirayama, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Analysis of Gaze Point Distribution while Viewing Surround-Sound Videos," The Transactions of Human Interface Society, 24(3), pp.195-204, 2022/08/25 (doi:10.11184/his.24.3_195) [url]
  11. Fumito Shinmura, Naoki Akai, Takatsugu Hirayama, HaiLong Liu, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase, "Two-Stage Input-Output Hidden Markov Model for Car-Pedestrian Interaction Behavior Modeling," Journal of Information Processing, 63(8), pp.1371-1382, 2022/08/15 (doi:10.20729/00218987)
  12. Meng Zhang, Rujie Liu, Daisuke Deguchi, Hiroshi Murase, "Context-Aware Contribution Estimation for Feature Aggregation in Video Face Recognition," IEEE Access, Vol.10, pp.79301-79310, 2022/07/25 (doi:10.1109/ACCESS.2022.3193787)
  13. Yuki Furitsu, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, Hiroki Mukoujima, Nozomi Nagamine, "SfM-Student: Semantic Segmentation of Train Front-View Images with SfM Data Augmentation," IEICE Transactions on Information and Systems, J105-A, No.4, pp.48-57, 2022/04/01 (doi:10.14923/transfunj.2021JAP1021)
  14. Yamato Maekawa, Takatsugu Hirayama, Yasutomo Kawanishi, Daisuke Deguchi, HaiLong Liu, Ichiro Ide, Hiroshi Murase, "Safety Margin Prediction for Pedestrians Using Risk Potential Function Considering Pedestrian Attributes and Driver Skill," IEICE Transactions on Information and Systems, J105-A, No.3, pp.38-42, 2022/03/01 (doi:10.14923/transfunj.2021JAL2005)
  15. Meng Zhang, Rujie Liu, Daisuke Deguchi, Hiroshi Murase, "Masked face recognition with mask transfer and self-attention under the COVID-19 pandemic," IEEE Access, Vol.10, pp.20527-20538, 2022/02/09 (doi:10.1109/ACCESS.2022.3150345)
  16. Yuki Furitsu, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, Hiroki Mukojima, Nozomi Nagamine, "Soft-boundary label relaxation with class placement constraints for semantic segmentation of the railway environment," Pattern Recognition Letters, Vol.150, pp.258-264, 2021/10/01 (doi:10.1016/j.patrec.2021.07.014)
  17. Nik Mohd Zarifie Hashim, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Best next-viewpoint recommendation by selecting minimum pose ambiguity for category-level object pose estimation," Journal of the Japan Society for Precision Engineering, 87(5), pp.440-446, 2021/05/05 (doi:10.2493/jjspe.87.440)
  18. Masayuki Shimizu, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Odometry estimation from sparse LiDAR point cloud constrained by image feature correspondence -Depth estimation by Gaussian process regression and odometry estimation considering its reliability-," Journal of the Japan Society for Precision Engineering, 87(5), pp.447-454, 2021/05/05 (doi:10.2493/jjspe.87.447)
  19. Masayuki Shimizu, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Proposal of a Light-Field Descriptor Considering Light-Ray Direction -Image Matching Robust to Object Shape and Camera Pose-," Journal of the Japan Society for Precision Engineering, 87(2), pp.197-205, 2021/02/05 (doi:10.2493/jjspe.87.197)
  20. Mahmud Dwi Sulistiyo, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Takatsugu Hirayama, Hiroshi Murase, "ColAtt-Net: In Reducing the Ambiguity of Pedestrian Orientations on Attribute-Aware Semantic Segmentation Task," IEEJ Transactions on Electrical and Electronic Engineering, 16(2), pp.295-306, 2021/02/01 (doi:10.1002/tee.23296) [url]
  21. Saki Iwata, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Tomoyoshi Aizawa, "Human Skeleton Estimation Method Focusing on the Difference of Human Position and Action from an Extremely Low-Resolution FIR Image Sequence," Journal of the Japan Society for Precision Engineering, 87(1), pp.99-106, 2021/01/05
  22. Marc Aurel Kastner, Ichiro Ide, Frank Nack, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase, "Estimating the imageability of words by mining visual characteristics from crawled image data," Multimedia Tools and Applications, 79(25), pp.18167-18199, 2020/07/07 (doi:10.1007/s11042-019-08571-4)
  23. Fumito Shinmura, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Estimation of the Number of Vehicles by Regression Based on Parts Detection," Unknown Journal, 32(3), pp.705-712, 2020/06/15
  24. Nik Mohd Zarifie Hashim, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Simultaneous Image Matching for Person Re-identification via the Stable Marriage Algorithm," IEEJ Transactions ON Electrical AND Electronic Engineering, 15(6), pp.909-917, 2020/04/07
  25. Shigeki Ohira, Shunya Seiya, Ryuya Ito, Kosuke Okamoto, Ukyo Tanikawa, Daisuke Deguchi, Tomoki Toda, "Development and Evaluation of "KamiRepo" Web Service with Return of Handwritten Assignments via LMS," Unknown Journal, 6(1), pp.52-68, 2020/02/21 [url]
  26. Mahmud Dwi Sulistiyo, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Takatsugu Hirayama, Jiang-Yu Zheng, Hiroshi Murase, "Attribute-Aware Loss Function for Accurate Semantic Segmentation Considering the Pedestrian Orientations," IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E103-A, No.1, pp.231-242, 2020/01/01 (doi:10.1587/transfun.2019TSP0001) [url]
  27. Takashi Maeda, Takatsugu Hirayama, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Analysis of Effective Flicker Light Patterns to Improve the Pedestrian Detectability from a Driver for an Intelligent Headlight System," Journal of the Japan Society for Precision Engineering, 85(12), pp.1157-1162, 2019/12/05 (doi:https://doi.org/10.2493/jjspe.85.1157)
  28. Taiki Yamamoto, Fumito Shinmura, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Kazuki Kato, Hiroshi Murase, "Cyclist Recognition via Size-Adaptable PointNet," Journal of the Japan Society for Precision Engineering, 85(12), pp.1117-1126, 2019/12/05 (doi:10.2493/jjspe.85.1117) [url]
  29. Kazuma Takahashi, Tatsumi Hattori, Keisuke Doman, Yasutomo Kawanishi, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase, "Estimation of the attractiveness of food photography based on image features," IEICE Trans. on Information and Systems, E102-D, No.8, pp.1590-1593, 2019/08/01 (doi:10.1587/transinf.2018EDL8219)
  30. Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase, "Estimating the visual variety of concepts by referring to Web popularity," Multimedia Tools and Applications, 78(7), pp.9463-9488, 2019/04/01 (doi:10.1007/s11042-018-6528-x) [url]
  31. Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Person Re-Detection from an In-Vehicle Camera Video Referring to Observations from Other Vehicles," The Journal of the Institute of Image Electronics Engineers of Japan, 48(2), pp.273-277, 2019/04/01
  32. Ye Zhang, Ryunosuke Tanishige, Ichiro Ide, Keisuke Doman, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase, "Summarization of multiple news videos considering the consistency of audio-visual contents," International Journal of Semantic Computing, 13(1), pp.135-155, 2019/03/31 (doi:10.1142/S1793351X19500016)
  33. Takayuki Kawashima, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Tomoyoshi Aizawa, Masato Kawade, "Action Recognition Using a Far-Infrared Sensor Array by Convolutional RNN," Journal of the Japan Society for Precision Engineering, 84(12), pp.1025-1032, 2018/12/05
  34. Yoshiki Tatebe, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, "Pedestrian Detection from a Sparse LIDAR Point-Cloud -Distribution-Based Voxel Representation for 3DCNN-," Journal of the Japan Society for Precision Engineering, 84(12), pp.1017-1024, 2018/12/05 (doi:10.2493/jjspe.84.1017) [url]
  35. Takuya Inoue, Takatsugu Hirayama, Tomokazu Takahashi, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Takayuki Kurozumi, Kunio Kashino, "Image Synthesis of Eye Areas for Perceptually Establishing Eye-contacts between Video Conference Participants," IEEJ Transactions on Electronics, Information and Systems, 138(11), pp.1399-1409, 2018/11/01 (doi:https://doi.org/10.1541/ieejeiss.138.1399) [url]
  36. Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "People Tracking across Non-overlapping Camera Views via Camera Dropout and Trajectory Ensemble," IEICE Transactions on Information and Systems, J101-D, No.8, pp.1079-1088, 2018/08/01
  37. Hirotaka Kato, Takatsugu Hirayama, Keisuke Doman, Ichiro Ide, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase, "Describing Gaits by Onomatopoeias with Sound Symbolism," Transactions of the Japanese Society for Artificial Intelligence, 33(4), pp.1-9, 2018/07/02
  38. Yuki Imaeda, Takatsugu Hirayama, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Pedestrian Detectability Estimation Considering Visual Adaptation to Drastic Illumination Change," IEICE Transactions on Information and Systems, E101-D, No.5, pp.1457-1462, 2018/05/01 (doi:10.1587/transinf.2017EDL8215) [url]
  39. 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," Electronics and Communications in Japan, 100(10), pp.59-69, 2017/09/15 (doi:10.1002/ecj.11987)
  40. David Robert Wong, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, "Regression of Feature Scale Tracklets for Decimeter Visual Localization," Image and Vision Computing, Vol.68, pp.53-63, 2017/08/05 (doi:10.1016/j.imavis.2017.07.004)
  41. Brahmastro Kresnaraman, Yasutomo Kawanishi, Daisuke Deguchi, Tomokazu Takahashi, Yoshito Mekada, Ichiro Ide, Hiroshi Murase, "Human Wearable Attribute Recognition Using Probability-Map-Based Decomposition of Thermal Infrared Images," IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E100-A, No.3, pp.854-864, 2017/03/01 [url]
  42. 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, pp.702-713, 2017/02/01 (doi:10.1587/transfun.E100.A.702) [url]
  43. Hiroya Inoue, Takatsugu Hirayama, Keisuke Doman, Yasutomo Kawanishi, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase, "A Classification Method of Cooking Operations Based on Temporal Patterns of Gaze Transitions and Blinks," IEICE Transactions on Information and Systems, J100-A, No.1, pp.12-23, 2017/01/01 [url]
  44. 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]
  45. 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]
  46. 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)
  47. 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]
  48. 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)
  49. 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.2015JDP7031)
  50. 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)
  51. 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)
  52. 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)
  53. 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
  54. 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)
  55. 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
  56. 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]
  57. 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
  58. 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]
  59. 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]
  60. 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]
  61. 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]
  62. 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]
  63. 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]
  64. 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]
  65. 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
  66. 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]
  67. 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]
  68. 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]
  69. 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)
  70. 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]
  71. 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)
  72. 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
  73. 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
  74. 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)
  75. 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
  76. 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)
  77. 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
  78. 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
  79. 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) ([74]の翻訳)
  80. 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
  81. 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
  82. 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)

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