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ORCIDTakuma Yamaguchi
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2020 – today
- 2023
[j7]Kohei Fujita
, Takuma Yamaguchi, Yuma Kikuchi, Tsuyoshi Ichimura, Muneo Hori, Lalith Maddegedara:
Calculation of cross-correlation function accelerated by TensorFloat-32 Tensor Core operations on NVIDIA's Ampere and Hopper GPUs. J. Comput. Sci. 68: 101986 (2023)- [c39]Takashi Nishimoto, Takuma Yamaguchi, Hiroyuki Okuda, Tatsuya Suzuki, Ryo Wakisaka, Kazunori Ban:
Bayesian Network Model of Decision-Making for Pedestrians' Crossing Behavior Considering Gaze Information at Unsignalized Intersection. ITSC 2023: 4408-4415 - [c38]Harun Bayraktar, Ali Charara, David Clark, Saul Cohen, Timothy B. Costa, Yao-Lung L. Fang, Yang Gao, Jack Guan, John A. Gunnels, Azzam Haidar, Andreas Hehn, Markus Höhnerbach, Matthew Jones, Tom Lubowe, Dmitry I. Lyakh, Shinya Morino, Paul Springer, Sam Stanwyck, Igor Terentyev, Satya Varadhan, Jonathan Wong, Takuma Yamaguchi:
cuQuantum SDK: A High-Performance Library for Accelerating Quantum Science. QCE 2023: 1050-1061 - [c37]Yuki Ban, Takuma Yamaguchi, Hiroyuki Okuda, Tatsuya Suzuki, Chieko Nishizawa, Kazunori Ban:
Analysis of SmartphoneWalking Behavior of Pedestrians at Unsignalized Intersection Based on Decisions and Motion. SICE 2023: 1184-1189 - [c36]Toru Watanabe, Takuma Yamaguchi, Hiroyuki Okuda, Tatsuya Suzuki, Ryo Wakisaka, Kazunori Ban:
Analysis and Modeling of Traffic Participants Considering Interactions at Intersections Without Traffic Signals. SII 2023: 1-8 - [i2]Harun Bayraktar, Ali Charara, David Clark, Saul Cohen, Timothy B. Costa, Yao-Lung L. Fang, Yang Gao, Jack Guan, John A. Gunnels, Azzam Haidar, Andreas Hehn, Markus Höhnerbach, Matthew Jones, Tom Lubowe, Dmitry I. Lyakh, Shinya Morino, Paul Springer, Sam Stanwyck, Igor Terentyev, Satya Varadhan, Jonathan Wong, Takuma Yamaguchi:
cuQuantum SDK: A High-Performance Library for Accelerating Quantum Science. CoRR abs/2308.01999 (2023) - 2022
- [c35]Takuma Yamaguchi, Naoki Kanada, Tatsuya Suzuki:
Proposal and evaluation of reference-free model predictive control incorporating human-like driving features. ITSC 2022: 1900-1906 - [c34]Yusuke Oi, Takuma Yamaguchi, Hiroyuki Okuda, Tatsuya Suzuki:
Evaluation of impact by control switching according to driving environment. SICE 2022: 521-526 - [c33]Kosuke Suzuki, Takuma Yamaguchi, Hiroyuki Okuda, Tatsuya Suzuki:
Indication of interaction plans based on model predictive interaction control: Cooperation between AMRs and pedestrians using eHMI. SICE 2022: 1232-1237 - [c32]Tatsuya Ishiguro, Takuma Yamaguchi, Hiroyuki Okuda, Tatsuya Suzuki:
Model Predictive Collision Avoidance for Non-Convex Environment Using Projected C-Space. SII 2022: 525-530 - [c31]Takashi Nishimoto, Takuma Yamaguchi, Hiroyuki Okuda, Tatsuya Suzuki, Kentaro Haraguchi, Ryo Wakisaka, Kazunori Ban:
Modelling and Analysis for Interactive Crossing Decision of Pedestrian at Non-signalized Intersection. SII 2022: 900-907 - 2021
- [j6]Keji Chen, Takuma Yamaguchi, Hiroyuki Okuda, Tatsuya Suzuki, Xuexun Guo:
Realization and Evaluation of an Instructor-Like Assistance System for Collision Avoidance. IEEE Trans. Intell. Transp. Syst. 22(5): 2751-2760 (2021) - [c30]Takuma Yamaguchi, Syota Matsubayashi, Tatsuya Suzuki, Kazuhisa Miwa:
Verification of Coaching effect by Instructor-like Assistance System Based on Model Predictive Constraint Satisfaction. IECON 2021: 1-8 - [c29]Takuma Yamaguchi, Tatsuya Ishiguro, Hiroyuki Okuda, Tatsuya Suzuki:
Model Predictive Path Planning for Autonomous Parking Based on Projected C-Space. ITSC 2021: 929-935 - 2020
- [c28]Tsuyoshi Ichimura, Kohei Fujita, Takuma Yamaguchi, Muneo Hori, Lalith Wijerathne, Naonori Ueda:
Fast Multi-Step Optimization with Deep Learning for Data-Centric Supercomputing. HP3C 2020: 7-13 - [c27]Takuma Yamaguchi, Tsuyoshi Ichimura, Kohei Fujita, Muneo Hori, Lalith Wijerathne, Naonori Ueda:
Data-Driven Approach to Inversion Analysis of Three-Dimensional Inner Soil Structure via Wave Propagation Analysis. ICCS (3) 2020: 3-17 - [c26]Sota Murakami, Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Maddegedara Lalith, Muneo Hori:
Data Assimilation in Volcano Deformation Using Fast Finite Element Analysis with High Fidelity Model. ICCS (3) 2020: 18-31 - [c25]Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Akira Naruse, Jack C. Wells, Christopher Zimmer, Tjerk P. Straatsma, Muneo Hori, Lalith Maddegedara, Naonori Ueda:
Low-Order Finite Element Solver with Small Matrix-Matrix Multiplication Accelerated by AI-Specific Hardware for Crustal Deformation Computation. PASC 2020: 16:1-16:11
2010 – 2019
- 2019
- [j5]Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Muneo Hori, Lalith Maddegedara:
Acceleration of unstructured implicit low-order finite-element earthquake simulation using OpenACC on Pascal GPUs. Int. J. High Perform. Comput. Netw. 13(1): 3-18 (2019) - [j4]Hikaru Yamamoto, Nina Sugiyama, Fujio Toriumi, Hikaru Kashida, Takuma Yamaguchi:
Angels or demons? Classifying desirable heavy users and undesirable power sellers in online C2C marketplace. J. Comput. Soc. Sci. 2(2): 315-329 (2019) - [j3]Takuma Yamaguchi, Tsuyoshi Ichimura, Kohei Fujita, Aitaro Kato, Shigeki Nakagawa:
Matched Filtering Accelerated by Tensor Cores on Volta GPUs With Improved Accuracy Using Half-Precision Variables. IEEE Signal Process. Lett. 26(12): 1857-1861 (2019) - [c24]Takuma Yamaguchi, Tsuyoshi Ichimura, Kohei Fujita, Muneo Hori, Lalith Wijerathne:
Heuristic Optimization with CPU-GPU Heterogeneous Wave Computing for Estimating Three-Dimensional Inner Structure. ICCS (2) 2019: 389-401 - [c23]Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Akira Naruse, Lalith Maddegedara, Muneo Hori:
GPU Implementation of a Sophisticated Implicit Low-Order Finite Element Solver with FP21-32-64 Computation Using OpenACC. WACCPD@SC 2019: 3-24 - [c22]Takuma Yamaguchi, Kosuke Arase, Riku Togashi, Shunya Ueta:
Closing the Gap Between Query and Database through Query Feature Transformation in C2C e-Commerce Visual Search. eCOM@SIGIR 2019 - 2018
- [j2]Akira Ito, Akihiko Kawashima, Tatsuya Suzuki, Shinkichi Inagaki, Takuma Yamaguchi, Zhuomin Zhou:
Model Predictive Charging Control of In-Vehicle Batteries for Home Energy Management Based on Vehicle State Prediction. IEEE Trans. Control. Syst. Technol. 26(1): 51-64 (2018) - [c21]Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Anne Glerum, Ylona van Dinther, Takane Hori, Olaf Schenk, Muneo Hori, Lalith Wijerathne:
Viscoelastic Crustal Deformation Computation Method with Reduced Random Memory Accesses for GPU-Based Computers. ICCS (2) 2018: 31-43 - [c20]Tsuyoshi Ichimura, Kohei Fujita, Masashi Horikoshi, Larry Meadows, Kengo Nakajima, Takuma Yamaguchi, Kentaro Koyama, Hikaru Inoue, Akira Naruse, Keisuke Katsushima, Muneo Hori, Lalith Maddegedara:
A Fast Scalable Implicit Solver with Concentrated Computation for Nonlinear Time-Evolution Problems on Low-Order Unstructured Finite Elements. IPDPS 2018: 620-629 - [c19]Toby Simpson, Dimosthenis Pasadakis, Drosos Kourounis, Kohei Fujita, Takuma Yamaguchi, Tsuyoshi Ichimura, Olaf Schenk:
Balanced Graph Partition Refinement using the Graph p-Laplacian. PASC 2018: 8:1-8:11 - [c18]Tsuyoshi Ichimura, Kohei Fujita, Takuma Yamaguchi, Akira Naruse, Jack C. Wells, Thomas C. Schulthess, Tjerk P. Straatsma, Christopher Zimmer, Maxime Martinasso, Kengo Nakajima, Muneo Hori, Lalith Maddegedara:
A fast scalable implicit solver for nonlinear time-evolution earthquake city problem on low-ordered unstructured finite elements with artificial intelligence and transprecision computing. SC 2018: 49:1-49:11 - 2017
- [c17]Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Takane Hori, Muneo Hori, Lalith Wijerathne:
Fast Finite Element Analysis Method Using Multiple GPUs for Crustal Deformation and its Application to Stochastic Inversion Analysis with Geometry Uncertainty. ICCS 2017: 765-775 - [c16]Naoki Akai, Luis Yoichi Morales Saiki, Takuma Yamaguchi, Eijiro Takeuchi, Yuki Yoshihara, Hiroyuki Okuda, Tatsuya Suzuki, Yoshiki Ninomiya:
Autonomous driving based on accurate localization using multilayer LiDAR and dead reckoning. ITSC 2017: 1-6 - [c15]Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Muneo Hori, Lalith Maddegedara, Kengo Nakajima:
Implicit Low-Order Unstructured Finite-Element Multiple Simulation Enhanced by Dense Computation Using OpenACC. WACCPD@SC 2017: 42-59 - [i1]Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Muneo Hori, Lalith Maddegedara, Kengo Nakajima:
Implicit Low-Order Unstructured Finite-Element Multiple Simulation Enhanced by Dense Computation using OpenACC. CoRR abs/1710.08679 (2017) - 2016
- [c14]Takuma Yamaguchi, Hiroyuki Okuda, Tatsuya Suzuki, Soichiro Hayakawa, Ryojun Ikeura, Kenji Muto, Takafumi Ito:
Implementation and verification of supervisory cooperative control by model predictive method. ITSC 2016: 1180-1185 - [c13]Kohei Fujita, Takuma Yamaguchi, Tsuyoshi Ichimura, Muneo Hori, Lalith Maddegedara:
Acceleration of Element-by-Element Kernel in Unstructured Implicit Low-Order Finite-Element Earthquake Simulation Using OpenACC on Pascal GPUs. WACCPD@SC 2016: 1-12 - 2015
- [c12]Akihiko Kawashima, Ryosuke Sasaki, Takuma Yamaguchi, Shinkichi Inagaki, Akira Ito, Tatsuya Suzuki:
Energy management systems based on real data and devices for apartment buildings. IECON 2015: 3212-3217 - [c11]Takuma Yamaguchi, Tatebe Jumpei, Hiroyuki Okuda, Yuichi Tazaki, Tatsuya Suzuki, Takafumi Ito, Kenji Muto:
Driver Assistance Control Based on Model Predictive Computation of Constraint Satisfaction. ITSC 2015: 1304-1310 - 2013
- [c10]Takuma Yamaguchi, Shinkichi Inagaki, Tatsuya Suzuki, Akira Ito, Mitsuru Fujita, Junichirou Kanamori:
Maximum likelihood estimation of Departure and Travel Time of Individual Vehicle using statistics and dynamic programming. ITSC 2013: 1674-1679 - 2012
- [c9]Takuma Yamaguchi, Shinkichi Inagaki, Tatsuya Suzuki:
Data based construction of Bayesian Network for fault diagnosis of event-driven systems. CASE 2012: 508-514 - 2010
- [c8]Takuma Yamaguchi, Hisato Fukuda, Ryo Furukawa, Hiroshi Kawasaki, Peter F. Sturm:
Video Deblurring and Super-Resolution Technique for Multiple Moving Objects. ACCV (4) 2010: 127-140
2000 – 2009
- 2009
- [c7]Takuma Yamaguchi, Hiroshi Kawasaki, Ryo Furukawa, Toshihiro Nakayama:
Super-Resolution of Multiple Moving 3D Objects with Pixel-Based Registration. ACCV (3) 2009: 516-526 - [c6]Minoru Maruyama, Takuma Yamaguchi:
Extraction of Characters on Signboards in Natural Scene Images by Stump Classifiers. ICDAR 2009: 1365-1369 - 2008
- [c5]Takuma Yamaguchi, Minoru Maruyama:
Feature Extraction for Document Image Segmentation by pLSA Model. Document Analysis Systems 2008: 53-60 - [c4]Takuma Yamaguchi, Minoru Maruyama:
Image categorization by a classifier based on probabilistic topic model. ICPR 2008: 1-4 - 2005
- [j1]Takuma Yamaguchi, Minoru Maruyama, Hidetoshi Miyao, Yasuaki Nakano:
Digit recognition in a natural scene with skew and slant normalization. Int. J. Document Anal. Recognit. 7(2-3): 168-177 (2005) - 2004
- [c3]Takuma Yamaguchi, Minoru Maruyama:
Character Extraction from Natural Scene Images by Hierarchical Classifiers. ICPR (2) 2004: 687-690 - 2003
- [c2]Takuma Yamaguchi, Yasuaki Nakano, Minoru Maruyama, Hidetoshi Miyao, Toshihiro Hananoi:
Digit Classification on Signboards for Telephone Number Recognition. ICDAR 2003: 359-363 - 2002
- [c1]Takuma Yamaguchi, Yasuaki Nakano:
Extraction of place-name from natural scenes. IWFHR 2002: 239-243
Coauthor Index
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