Takuma Yamaguchi

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 35

Top Topics

Energy Management

Collision Avoidance

Model Predictive Control

Top Venues

Publications

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 (2023)
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)
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)
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 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 (2023)
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)
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)
Takuma Yamaguchi, Naoki Kanada, Tatsuya Suzuki
Proposal and evaluation of reference-free model predictive control incorporating human-like driving features. ITSC (2022)
Yusuke Oi, Takuma Yamaguchi, Hiroyuki Okuda, Tatsuya Suzuki
Evaluation of impact by control switching according to driving environment. SICE (2022)
Tatsuya Ishiguro, Takuma Yamaguchi, Hiroyuki Okuda, Tatsuya Suzuki
Model Predictive Collision Avoidance for Non-Convex Environment Using Projected C-Space. SII (2022)
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)
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)
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)
Takuma Yamaguchi, Tatsuya Ishiguro, Hiroyuki Okuda, Tatsuya Suzuki
Model Predictive Path Planning for Autonomous Parking Based on Projected C-Space. ITSC (2021)
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) (2021)
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)
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)
Sota Murakami, Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Maddagedara Lalith, Muneo Hori
Data Assimilation in Volcano Deformation Using Fast Finite Element Analysis with High Fidelity Model. ICCS (3) (2020)
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)
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)
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) (2019)
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) (2019)
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) (2019)
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)
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)
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)
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)
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) (2018)
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)
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)
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)
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)
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 (2017)
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)
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)
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)
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)
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)
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)
Takuma Yamaguchi, Shinkichi Inagaki, Tatsuya Suzuki
Data based construction of Bayesian Network for fault diagnosis of event-driven systems. CASE (2012)
Takuma Yamaguchi, Hisato Fukuda, Ryo Furukawa, Hiroshi Kawasaki, Peter F. Sturm
Video Deblurring and Super-Resolution Technique for Multiple Moving Objects. ACCV (4) (2010)
Takuma Yamaguchi, Hiroshi Kawasaki, Ryo Furukawa, Toshihiro Nakayama
Super-Resolution of Multiple Moving 3D Objects with Pixel-Based Registration. ACCV (3) (2009)
Minoru Maruyama, Takuma Yamaguchi
Extraction of Characters on Signboards in Natural Scene Images by Stump Classifiers. ICDAR (2009)
Takuma Yamaguchi, Minoru Maruyama
Image categorization by a classifier based on probabilistic topic model. ICPR (2008)
Takuma Yamaguchi, Minoru Maruyama
Feature Extraction for Document Image Segmentation by pLSA Model. Document Analysis Systems (2008)
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) (2005)
Takuma Yamaguchi, Minoru Maruyama
Character Extraction from Natural Scene Images by Hierarchical Classifiers. ICPR (2) (2004)
Takuma Yamaguchi, Yasuaki Nakano, Minoru Maruyama, Hidetoshi Miyao, Toshihiro Hananoi
Digit Classification on Signboards for Telephone Number Recognition. ICDAR (2003)
Takuma Yamaguchi, Yasuaki Nakano
Extraction of place-name from natural scenes. IWFHR (2002)