データサイエンス実践特別

研究成果

2020

Optimal Rejection Function Meets Character Recognition Tasks

Ji, X., Zheng, Y., Suehiro, D. & Uchida, S., 1 1 2020, Pattern Recognition - 5th Asian Conference, ACPR 2019, Revised Selected Papers. Palaiahnakote, S., Sanniti di Baja, G., Wang, L. & Yan, W. Q. (版). Springer, p. 169-183 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 12047 LNCS).

研究成果: 著書/レポートタイプへの貢献会議での発言

2019

3D Body and Background Reconstruction in a Large-scale Indoor Scene using Multiple Depth Cameras

Kobayashi, D., Thomas, D. G. F., Uchiyama, H. & Taniguchi, R-I., 5 7 2019, Proceedings of the 2019 12th Asia Pacific Workshop on Mixed and Augmented Reality, APMAR 2019. Weng, D., Chan, L., Lee, Y., Liang, X. & Sakata, N. (版). Institute of Electrical and Electronics Engineers Inc., 8709280. (Proceedings of the 2019 12th Asia Pacific Workshop on Mixed and Augmented Reality, APMAR 2019).

研究成果: 著書/レポートタイプへの貢献会議での発言

3D positioning system based on one-handed thumb interactions for 3d annotation placement

Tashiro, S., Uchiyama, H., Thomas, D. & Taniguchi, R. I., 3 2019, 26th IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1181-1182 2 p. 8797979. (26th IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2019 - Proceedings).

研究成果: 著書/レポートタイプへの貢献会議での発言

Blended-keyframes for mobile mediated reality applications

Xue, Y., Thomas, D., Rayar, F., Uchiyama, H., Taniguchi, R. I. & Yin, B., 10 2019, Adjunct Proceedings of the 2019 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2019. Institute of Electrical and Electronics Engineers Inc., p. 211-216 6 p. 8951924. (Adjunct Proceedings of the 2019 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2019).

研究成果: 著書/レポートタイプへの貢献会議での発言

Cell tracking with deep learning for cell detection and motion estimation in low-frame-rate

Hayashida, J. & Bise, R., 1 1 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (版). Springer, p. 397-405 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 11764 LNCS).

研究成果: 著書/レポートタイプへの貢献会議での発言

Combined multiphoton imaging and biaxial tissue extension for quantitative analysis of geometric fiber organization in human reticular dermis

Ueda, M., Saito, S., Murata, T., Hirano, T., Bise, R., Kabashima, K. & Suzuki, S., 12 1 2019, : : Scientific reports. 9, 1, 10644.

研究成果: ジャーナルへの寄稿記事

公開

Digital artery deformation on movement of the proximal interphalangeal joint

Saito, S., Bise, R., Yoshikawa, A., Sekiguchi, H., Tsuge, I. & Toi, M., 2 1 2019, : : Journal of Hand Surgery: European Volume. 44, 2, p. 187-195 9 p.

研究成果: ジャーナルへの寄稿記事

Efficient Soft-Constrained Clustering for Group-Based Labeling

Bise, R., Abe, K., Hayashi, H., Tanaka, K. & Uchida, S., 1 1 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (版). Springer, p. 421-430 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 11768 LNCS).

研究成果: 著書/レポートタイプへの貢献会議での発言

Human Shape Reconstruction with Loose Clothes from Partially Observed Data by Pose Specific Deformation

Sayo, A., Onizuka, H., Thomas, D., Nakashima, Y., Kawasaki, H. & Ikeuchi, K., 1 1 2019, Image and Video Technology - 9th Pacific-Rim Symposium, PSIVT 2019, Proceedings. Lee, C., Su, Z. & Sugimoto, A. (版). Springer, p. 225-239 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 11854 LNCS).

研究成果: 著書/レポートタイプへの貢献会議での発言

Incremental 3D cuboid modeling with drift compensation

Mishima, M., Uchiyama, H., Thomas, D., Taniguchi, R. I., Roberto, R., Lima, J. P. & Teichrieb, V., 1 1 2019, : : Sensors (Switzerland). 19, 1, 178.

研究成果: ジャーナルへの寄稿記事

Indoor positioning system based on chest-mounted IMU

Lu, C., Uchiyama, H., Thomas, D., Shimada, A. & Taniguchi, R. I., 1 2 2019, : : Sensors (Switzerland). 19, 2, 420.

研究成果: ジャーナルへの寄稿記事

6 引用 (Scopus)

Logo design analysis by ranking

Karamatsu, T., Suehiro, D. & Uchida, S., 9 2019, Proceedings - 15th IAPR International Conference on Document Analysis and Recognition, ICDAR 2019. IEEE Computer Society, p. 1482-1487 6 p. 8978102. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR).

研究成果: 著書/レポートタイプへの貢献会議での発言

Mobile Photometric Stereo with Keypoint-Based SLAM for Dense 3D Reconstruction

Maxence, R., Uchiyama, H., Kawasaki, H., Thomas, D., Nozick, V. & Saito, H., 9 2019, Proceedings - 2019 International Conference on 3D Vision, 3DV 2019. Institute of Electrical and Electronics Engineers Inc., p. 574-582 9 p. 8885679. (Proceedings - 2019 International Conference on 3D Vision, 3DV 2019).

研究成果: 著書/レポートタイプへの貢献会議での発言

Multi-pedestrian tracking system based on asynchronized IMUs

Lu, C., Uchiyama, H., Thomas, D., Shimada, A. & Taniguchi, R. I., 1 1 2019, : : CEUR Workshop Proceedings. 2498, p. 447-454 8 p.

研究成果: ジャーナルへの寄稿Conference article

RankSVM for offline signature verification

Zheng, Y., Zheng, Y., Ohyama, W., Suehiro, D. & Uchida, S., 9 2019, Proceedings - 15th IAPR International Conference on Document Analysis and Recognition, ICDAR 2019. IEEE Computer Society, p. 928-933 6 p. 8977970. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR).

研究成果: 著書/レポートタイプへの貢献会議での発言

Real-time facial motion capture using RGB-D images under complex motion and occlusions

De Lucena, J. O., Lima, J. P., Thomas, D. & Teichrieb, V., 10 2019, Proceedings - 2019 21st Symposium on Virtual and Augmented Reality, SVR 2019. Institute of Electrical and Electronics Engineers Inc., p. 120-129 10 p. 8920911. (Proceedings - 2019 21st Symposium on Virtual and Augmented Reality, SVR 2019).

研究成果: 著書/レポートタイプへの貢献会議での発言

Revisiting Depth Image Fusion with Variational Message Passing

Thomas, D., Sirazitdinova, E., Sugimoto, A. & Taniguchi, R. I., 9 2019, Proceedings - 2019 International Conference on 3D Vision, 3DV 2019. Institute of Electrical and Electronics Engineers Inc., p. 328-337 10 p. 8885624. (Proceedings - 2019 International Conference on 3D Vision, 3DV 2019).

研究成果: 著書/レポートタイプへの貢献会議での発言

RGB-D SLAM based incremental cuboid modeling

Mishima, M., Uchiyama, H., Thomas, D., Taniguchi, R. I., Roberto, R., Lima, J. P. & Teichrieb, V., 1 1 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (版). Springer Verlag, p. 414-429 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 11129 LNCS).

研究成果: 著書/レポートタイプへの貢献会議での発言

Semi-supervised learning with structured knowledge for body hair detection in photoacoustic image

Kikkawa, R., Sekiguchi, H., Tsuge, I., Saito, S. & Bise, R., 4 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1411-1415 5 p. 8759249. (Proceedings - International Symposium on Biomedical Imaging; 巻数 2019-April).

研究成果: 著書/レポートタイプへの貢献会議での発言

Solving monocular visual odometry scale factor with adaptive step length estimates for pedestrians using handheld devices

Antigny, N., Uchiyama, H., Servières, M., Renaudin, V., Thomas, D. & Taniguchi, R. I., 2 2 2019, : : Sensors (Switzerland). 19, 4, 953.

研究成果: ジャーナルへの寄稿記事

公開

Weakly supervised cell instance segmentation by propagating from detection response

Nishimura, K., Ker, D. F. E. & Bise, R., 1 1 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (版). Springer, p. 649-657 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 11764 LNCS).

研究成果: 著書/レポートタイプへの貢献会議での発言

2018

Efficient reformulation of 1-norm ranking SVM

Suehiro, D., Hatano, K. & Takimoto, E., 3 1 2018, : : IEICE Transactions on Information and Systems. E101D, 3, p. 719-729 11 p.

研究成果: ジャーナルへの寄稿記事

FusionMLS: Highly dynamic 3D reconstruction with consumer-grade RGB-D cameras

Meerits, S., Thomas, D., Nozick, V. & Saito, H., 12 1 2018, : : Computational Visual Media. 4, 4, p. 287-303 17 p.

研究成果: ジャーナルへの寄稿記事

Light-sheet microscopy reveals site-specific 3-dimensional patterns of the cutaneous vasculature and pronounced rarefication in aged skin

Kajiya, K., Bise, R., Commerford, C., Sato, I., Yamashita, T. & Detmar, M., 10 2018, : : Journal of Dermatological Science. 92, 1, p. 3-5 3 p.

研究成果: ジャーナルへの寄稿レター

Live structural modeling using RGB-D SLAM

Olivier, N., Uchiyama, H., Mishima, M., Thomas, D. G. F., Taniguchi, R-I., Roberto, R., Lima, J. P. & Teichrieb, V., 9 10 2018, 2018 IEEE International Conference on Robotics and Automation, ICRA 2018. Institute of Electrical and Electronics Engineers Inc., p. 6352-6358 7 p. 8460973. (Proceedings - IEEE International Conference on Robotics and Automation).

研究成果: 著書/レポートタイプへの貢献会議での発言

2 引用 (Scopus)

Phase contrast time-lapse microscopy datasets with automated and manual cell tracking annotations

Ker, D. F. E., Eom, S., Sanami, S., Bise, R., Pascale, C., Yin, Z., Huh, S. I., Osuna-Highley, E., Junkers, S. N., Helfrich, C. J., Liang, P. Y., Pan, J., Jeong, S., Kang, S. S., Liu, J., Nicholson, R., Sandbothe, M. F., Van, P. T., Liu, A., Chen, M. および3人, Kanade, T., Weiss, L. E. & Campbell, P. G., 1 1 2018, : : Scientific Data. 5, 180237.

研究成果: ジャーナルへの寄稿記事

3 引用 (Scopus)

SegmentedFusion: 3D human body reconstruction using stitched bounding boxes

Yao, S. H., Thomas, D., Sugimoto, A., Lai, S. H. & Kyushu, R. I. T., 10 12 2018, Proceedings - 2018 International Conference on 3D Vision, 3DV 2018. Institute of Electrical and Electronics Engineers Inc., p. 190-198 9 p. 8490969. (Proceedings - 2018 International Conference on 3D Vision, 3DV 2018).

研究成果: 著書/レポートタイプへの貢献会議での発言

1 引用 (Scopus)

Sparse cost volume for efficient stereo matching

Lu, C., Uchiyama, H., Thomas, D., Shimada, A. & Taniguchi, R. I., 11 1 2018, : : Remote Sensing. 10, 11, 1844.

研究成果: ジャーナルへの寄稿記事

1 引用 (Scopus)
2017

Face-to-Face Teaching Analytics: Extracting Teaching Activities from E-Book Logs via Time-Series Analysis

Suehiro, D., Taniguchi, Y. & Ogata, H., 8 3 2017, Proceedings - IEEE 17th International Conference on Advanced Learning Technologies, ICALT 2017. Huang, R., Vasiu, R., Kinshuk, Sampson, D. G., Chen, N-S. & Chang, M. (版). Institute of Electrical and Electronics Engineers Inc., p. 267-268 2 p. 8001778. (Proceedings - IEEE 17th International Conference on Advanced Learning Technologies, ICALT 2017).

研究成果: 著書/レポートタイプへの貢献会議での発言

Fast 3D point cloud segmentation using supervoxels with geometry and color for 3D scene understanding

Verdoja, F., Thomas, D. G. F. & Sugimoto, A., 8 28 2017, 2017 IEEE International Conference on Multimedia and Expo, ICME 2017. IEEE Computer Society, p. 1285-1290 6 p. 8019382. (Proceedings - IEEE International Conference on Multimedia and Expo).

研究成果: 著書/レポートタイプへの貢献会議での発言

11 引用 (Scopus)

Modeling large-scale indoor scenes with rigid fragments using RGB-D cameras

Thomas, D. & Sugimoto, A., 4 1 2017, : : Computer Vision and Image Understanding. 157, p. 103-116 14 p.

研究成果: ジャーナルへの寄稿記事

2 引用 (Scopus)

Parametric Surface Representation with Bump Image for Dense 3D Modeling Using an RBG-D Camera

Thomas, D. & Sugimoto, A., 6 1 2017, : : International Journal of Computer Vision. 123, 2, p. 1-20 20 p.

研究成果: ジャーナルへの寄稿記事

1 引用 (Scopus)

Real-time learning analytics for C programming language courses

Fu, X., Shimada, A., Ogata, H., Taniguchi, Y. & Suehiro, D., 3 13 2017, LAK 2017 Conference Proceedings - 7th International Learning Analytics and Knowledge Conference: Understanding, Informing and Improving Learning with Data. Association for Computing Machinery, p. 280-288 9 p. (ACM International Conference Proceeding Series).

研究成果: 著書/レポートタイプへの貢献会議での発言

4 引用 (Scopus)

Revealing Hidden Impression Topics in Students' Journals Based on Nonnegative Matrix Factorization

Taniguchi, Y., Suehiro, D. & Ogata, H., 8 3 2017, Proceedings - IEEE 17th International Conference on Advanced Learning Technologies, ICALT 2017. Huang, R., Vasiu, R., Kinshuk, Sampson, D. G., Chen, N-S. & Chang, M. (版). Institute of Electrical and Electronics Engineers Inc., p. 298-300 3 p. 8001786. (Proceedings - IEEE 17th International Conference on Advanced Learning Technologies, ICALT 2017).

研究成果: 著書/レポートタイプへの貢献会議での発言

3 引用 (Scopus)

Semi-supervised learning for biomedical image segmentation via forest oriented super pixels(voxels)

Gu, L., Zheng, Y., Bise, R., Sato, I., Imanishi, N. & Aiso, S., 1 1 2017, Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Descoteaux, M., Duchesne, S., Franz, A., Jannin, P., Collins, D. L. & Maier-Hein, L. (版). Springer Verlag, p. 702-710 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 10433 LNCS).

研究成果: 著書/レポートタイプへの貢献会議での発言

9 引用 (Scopus)

Separation of transmitted light and scattering components in transmitted microscopy

Shimano, M., Bise, R., Zheng, Y. & Sato, I., 1 1 2017, Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Jannin, P., Duchesne, S., Descoteaux, M., Franz, A., Collins, D. L. & Maier-Hein, L. (版). Springer Verlag, p. 12-20 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 10434 LNCS).

研究成果: 著書/レポートタイプへの貢献会議での発言

2 引用 (Scopus)

Synthesis of environment maps for mixed reality

Walton, D. R., Thomas, D., Steed, A. & Sugimoto, A., 11 20 2017, Proceedings of the 2017 IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2017. Broll, W., Regenbrecht, H. & Swan, J. E. (版). Institute of Electrical and Electronics Engineers Inc., p. 72-81 10 p. 8115406. (Proceedings of the 2017 IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2017).

研究成果: 著書/レポートタイプへの貢献会議での発言

4 引用 (Scopus)

Virtual Blood Vessels in Complex Background Using Stereo X-Ray Images

Chen, Q., Bise, R., Gu, L., Zheng, Y., Sato, I., Hwang, J. N., Aiso, S. & Imanishi, N., 7 1 2017, Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers Inc., p. 99-106 8 p. (Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017; 巻数 2018-January).

研究成果: 著書/レポートタイプへの貢献会議での発言

2016

Augmented blendshapes for real-time simultaneous 3D head modeling and facial motion capture

Thomas, D. G. F. & Taniguchi, R-I., 1 1 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, p. 3299-3308 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 巻数 2016-January).

研究成果: 著書/レポートタイプへの貢献会議での発言

10 引用 (Scopus)

Tracing behavior of endothelial cells promotes vascular network formation

Yasuda, N., Sekine, H., Bise, R., Okano, T. & Shimizu, T., 5 1 2016, : : Microvascular Research. 105, p. 125-131 7 p.

研究成果: ジャーナルへの寄稿記事

2012

Online prediction under submodular constraints

Suehiro, D., Hatano, K., Kijima, S., Takimoto, E. & Nagano, K., 10 30 2012, Algorithmic Learning Theory - 23rd International Conference, ALT 2012, Proceedings. p. 260-274 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 7568 LNAI).

研究成果: 著書/レポートタイプへの貢献会議での発言

15 引用 (Scopus)
2011

Approximate reduction from AUC maximization to 1-norm soft margin optimization

Suehiro, D., hatano, K. & Takimoto, E., 10 20 2011, Algorithmic Learning Theory - 22nd International Conference, ALT 2011, Proceedings. p. 324-337 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 6925 LNAI).

研究成果: 著書/レポートタイプへの貢献会議での発言

2 引用 (Scopus)
2002

Further evidence for distinct reactive intermediates from nitroxyl and peroxynitrite: Effects of buffer composition on the chemistry of Angeli's salt and synthetic peroxynitrite

Miranda, K. M., K-i, Y., Espey, M. G., Thomas, D. D., Degraff, W., Mitchell, J. B., Krishna, M. C., Colton, C. A. & Wink, D. A., 5 15 2002, : : Archives of Biochemistry and Biophysics. 401, 2, p. 134-144 11 p.

研究成果: ジャーナルへの寄稿記事

65 引用 (Scopus)

On the design method of cellular neural networks for associative memories based on generalized eigenvalue problem

Bise, R., Takahashi, N. & Nishi, T., 1 1 2002, Proceedings of the 7th IEEE International Workshop on Cellular Neural Networks and their Applications, CNNA 2002. Tetzlaff, R. (版). Institute of Electrical and Electronics Engineers Inc., p. 515-522 8 p. 1035090. (Proceedings of the IEEE International Workshop on Cellular Neural Networks and their Applications; 巻数 2002-January).

研究成果: 著書/レポートタイプへの貢献会議での発言

1 引用 (Scopus)