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Naoki Akai
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2020 – today
- 2024
- [c32]Kohei Honda, Naoki Akai, Kosuke Suzuki, Mizuho Aoki, Hirotaka Hosogaya, Hiroyuki Okuda, Tatsuya Suzuki:
Stein Variational Guided Model Predictive Path Integral Control: Proposal and Experiments with Fast Maneuvering Vehicles. ICRA 2024: 7020-7026 - [c31]Takato Miura, Naoki Akai, Kohei Honda, Susumu Hara:
Spline-Interpolated Model Predictive Path Integral Control with Stein Variational Inference for Reactive Navigation. ICRA 2024: 13171-13177 - [i6]Takato Miura, Naoki Akai, Kohei Honda, Susumu Hara:
Spline-Interpolated Model Predictive Path Integral Control with Stein Variational Inference for Reactive Navigation. CoRR abs/2404.10395 (2024) - [i5]Naoki Akai, Takumi Nakao:
LiDAR-Inertial Odometry Based on Extended Kalman Filter. CoRR abs/2407.02786 (2024) - 2023
- [j20]Naoki Akai:
Reliable Monte Carlo localization for mobile robots. J. Field Robotics 40(3): 595-613 (2023) - [c30]Naoki Akai:
SLAMER: Simultaneous Localization and Map-Assisted Environment Recognition. ICRA 2023: 6203-6209 - [c29]Kazuya Arashi, Naoki Akai, Kane Saliou, Susumu Hara:
Obstacle Avoidance with Zigzag Tentacles for Multirotor UAVs. SII 2023: 1-5 - [i4]Naoki Akai:
Efficient Solution to 3D-LiDAR-based Monte Carlo Localization with Fusion of Measurement Model Optimization via Importance Sampling. CoRR abs/2303.00216 (2023) - [i3]Kohei Honda, Naoki Akai, Kosuke Suzuki, Mizuho Aoki, Hirotaka Hosogaya, Hiroyuki Okuda, Tatsuya Suzuki:
Stein Variational Guided Model Predictive Path Integral Control: Proposal and Experiments with Fast Maneuvering Vehicles. CoRR abs/2309.11040 (2023) - 2022
- [j19]Naoki Akai:
Mobile Robot Localization Considering Uncertainty of Depth Regression From Camera Images. IEEE Robotics Autom. Lett. 7(2): 1431-1438 (2022) - [j18]Naoki Akai, Yasuhiro Akagi, Takatsugu Hirayama, Takayuki Morikawa, Hiroshi Murase:
Detection of Localization Failures Using Markov Random Fields With Fully Connected Latent Variables for Safe LiDAR-Based Automated Driving. IEEE Trans. Intell. Transp. Syst. 23(10): 17130-17142 (2022) - [c28]Naoki Akai, Shota Matsubayashi, Kazuhisa Miwa, Takatsugu Hirayama, Hiroshi Murase:
Navigation Style Classification Using Persistent Homology. SII 2022: 161-164 - [c27]Naoki Akai, Koki Yasui, Kazuya Arashi, Kane Saliou, Daisuke Tsubakino, Susumu Hara:
Bayesian Filtering Fusion of Optimization-Based Monocular Visual Localization and Autonomous Quadcopter Navigation. SII 2022: 754-759 - [i2]Naoki Akai:
Reliable Monte Carlo Localization for Mobile Robots. CoRR abs/2205.04769 (2022) - [i1]Naoki Akai:
SLAMER: Simultaneous Localization and Map-Assisted Environment Recognition. CoRR abs/2207.09909 (2022) - 2021
- [j17]Naoki Akai, Takatsugu Hirayama, Hiroshi Murase:
Experimental stability analysis of neural networks in classification problems with confidence sets for persistence diagrams. Neural Networks 143: 42-51 (2021) - [c26]Naoki Akai, Takatsugu Hirayama, Hiroshi Murase:
Persistent Homology in LiDAR-Based Ego-Vehicle Localization. IV 2021: 889-896 - 2020
- [j16]Naoki Akai, Takatsugu Hirayama, Hiroshi Murase:
Semantic Localization Considering Uncertainty of Object Recognition. IEEE Robotics Autom. Lett. 5(3): 4384-4391 (2020) - [j15]Kyle Sama, Yoichi Morales, Hailong Liu, Naoki Akai, Alexander Carballo, Eijiro Takeuchi, Kazuya Takeda:
Extracting Human-Like Driving Behaviors From Expert Driver Data Using Deep Learning. IEEE Trans. Veh. Technol. 69(9): 9315-9329 (2020) - [c25]Naoki Akai, Takatsugu Hirayama, Hiroshi Murase:
Hybrid Localization using Model- and Learning-Based Methods: Fusion of Monte Carlo and E2E Localizations via Importance Sampling. ICRA 2020: 6469-6475 - [c24]Yamato Maekawa, Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase:
Modeling Eye-Gaze Behavior of Electric Wheelchair Drivers via Inverse Reinforcement Learning. ITSC 2020: 1-7 - [c23]Hao Cheng, Hailong Liu, Fumito Shinmura, Naoki Akai, Hiroshi Murase, Takatsugu Hirayama:
Automatic Interaction Detection Between Vehicles and Vulnerable Road Users During Turning at an Intersection. IV 2020: 912-918 - [c22]Naoki Akai, Takatsugu Hirayama, Hiroshi Murase:
3D Monte Carlo Localization with Efficient Distance Field Representation for Automated Driving in Dynamic Environments. IV 2020: 1859-1866
2010 – 2019
- 2019
- [j14]Naoki Akai, Luis Yoichi Morales, Takatsugu Hirayama, Hiroshi Murase:
Misalignment Recognition Using Markov Random Fields With Fully Connected Latent Variables for Detecting Localization Failures. IEEE Robotics Autom. Lett. 4(4): 3955-3962 (2019) - [c21]Yamato Maekawa, Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase:
An Analysis of How Driver Experience Affects Eye-Gaze Behavior for Robotic Wheelchair Operation. ICCV Workshops 2019: 4443-4451 - [c20]Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Hiroshi Murase:
Safety Criteria Analysis for Negotiating Blind Corners in Personal Mobility Vehicles Based on Driver's Attention Simulation on 3D Map. ITSC 2019: 2367-2374 - [c19]Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Yasuhiro Akagi, Hailong Liu, Hiroshi Murase:
Driving Behavior Modeling Based on Hidden Markov Models with Driver's Eye-Gaze Measurement and Ego-Vehicle Localization. IV 2019: 949-956 - 2018
- [j13]Naoki Akai, Luis Yoichi Morales Saiki, Hiroshi Murase:
Simultaneous pose and reliability estimation using convolutional neural network and Rao-Blackwellized particle filter. Adv. Robotics 32(17): 930-944 (2018) - [j12]Alexander Carballo, Shunya Seiya, Jacob Lambert, Hatem Darweesh, Patiphon Narksri, Luis Yoichi Morales, Naoki Akai, Eijiro Takeuchi, Kazuya Takeda:
End-to-End Autonomous Mobile Robot Navigation with Model-Based System Support. J. Robotics Mechatronics 30(4): 563-583 (2018) - [j11]Naoki Akai, Luis Yoichi Morales, Hiroshi Murase:
Teaching-Playback Navigation Without a Consistent Map. J. Robotics Mechatronics 30(4): 591-597 (2018) - [j10]Jacob Lambert, Leslie Liang, Luis Yoichi Morales, Naoki Akai, Alexander Carballo, Eijiro Takeuchi, Patiphon Narksri, Shunya Seiya, Kazuya Takeda:
Tsukuba Challenge 2017 Dynamic Object Tracks Dataset for Pedestrian Behavior Analysis. J. Robotics Mechatronics 30(4): 598-612 (2018) - [c18]Naoki Akai, Luis Yoichi Morales, Hiroshi Murase:
Mobile Robot Localization Considering Class of Sensor Observations. IROS 2018: 3159-3166 - [c17]Yoichi Morales, Naoki Akai, Hiroshi Murase:
Personal Mobility Vehicle Autonomous Navigation Through Pedestrian Flow: A Data Driven Approach for Parameter Extraction. IROS 2018: 3438-3444 - [c16]Patiphon Narksri, Eijiro Takeuchi, Yoshiki Ninomiya, Yoichi Morales, Naoki Akai, Nobuo Kawaguchi:
A Slope-robust Cascaded Ground Segmentation in 3D Point Cloud for Autonomous Vehicles. ITSC 2018: 497-504 - [c15]Luis Yoichi Morales Saiki, Naoki Akai, Yuki Yoshihara, Hiroshi Murase:
Towards Predictive Driving through Blind Intersections. ITSC 2018: 716-722 - [c14]Kyle Sama, Yoichi Morales, Naoki Akai, Hailong Liu, Eijiro Takeuchi, Kazuya Takeda:
Driving Feature Extraction and Behavior Classification Using an Autoencoder to Reproduce the Velocity Styles of Experts. ITSC 2018: 1337-1343 - [c13]Naoki Akai, Luis Yoichi Morales, Takatsugu Hirayama, Hiroshi Murase:
Toward Localization-Based Automated Driving in Highly Dynamic Environments: Comparison and Discussion of Observation Models. ITSC 2018: 2215-2222 - [c12]Naoki Akai, Luis Yoichi Morales Saiki, Hiroshi Murase:
Reliability Estimation of Vehicle Localization Result. Intelligent Vehicles Symposium 2018: 740-747 - [c11]Kyle Sama, Yoichi Morales, Naoki Akai, Eijiro Takeuchi, Kazuya Takeda:
Learning How to Drive in Blind Intersections from Human Data. SMC 2018: 317-324 - 2017
- [j9]Hatem Darweesh, Eijiro Takeuchi, Kazuya Takeda, Yoshiki Ninomiya, Adi Sujiwo, Luis Yoichi Morales Saiki, Naoki Akai, Tetsuo Tomizawa, Shinpei Kato:
Open Source Integrated Planner for Autonomous Navigation in Highly Dynamic Environments. J. Robotics Mechatronics 29(4): 668-684 (2017) - [j8]Adi Sujiwo, Eijiro Takeuchi, Luis Yoichi Morales Saiki, Naoki Akai, Hatem Darweesh, Yoshiki Ninomiya, Masato Edahiro:
Robust and Accurate Monocular Vision-Based Localization in Outdoor Environments of Real-World Robot Challenge. J. Robotics Mechatronics 29(4): 685-696 (2017) - [c10]Naoki Akai, Koichi Ozaki:
3D magnetic field mapping in large-scale indoor environment using measurement robot and Gaussian processes. IPIN 2017: 1-7 - [c9]Yuki Yoshihara, Yoichi Morales, Naoki Akai, Eijiro Takeuchi, Yoshiki Ninomiya:
Autonomous predictive driving for blind intersections. IROS 2017: 3452-3459 - [c8]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 - [c7]Yoichi Morales, Yuki Yoshihara, Naoki Akai, Eijiro Takeuchi, Yoshiki Ninomiya:
Proactive driving modeling in blind intersections based on expert driver data. Intelligent Vehicles Symposium 2017: 901-907 - [c6]Naoki Akai, Luis Yoichi Morales Saiki, Eijiro Takeuchi, Yuki Yoshihara, Yoshiki Ninomiya:
Robust localization using 3D NDT scan matching with experimentally determined uncertainty and road marker matching. Intelligent Vehicles Symposium 2017: 1356-1363 - [c5]Adi Sujiwo, Eijiro Takeuchi, Luis Yoichi Morales Saiki, Naoki Akai, Yoshiki Ninomiya, Masato Edahiro:
Localization based on multiple visual-metric maps. MFI 2017: 212-219 - 2016
- [j7]Naoki Akai, Yasunari Kakigi, Shogo Yoneyama, Koichi Ozaki:
Development of Autonomous Mobile Robot that Can Navigate in Rainy Situations. J. Robotics Mechatronics 28(4): 441-450 (2016) - [c4]Hiroki Ohta, Naoki Akai, Eijiro Takeuchi, Shinpei Kato, Masato Edahiro:
Pure Pursuit Revisited: Field Testing of Autonomous Vehicles in Urban Areas. CPSNA 2016: 7-12 - 2015
- [j6]Naoki Akai, Kenji Yamauchi, Kazumichi Inoue, Yasunari Kakigi, Yuki Abe, Koichi Ozaki:
Development of Mobile Robot "SARA" that Completed Mission in Real World Robot Challenge 2014. J. Robotics Mechatronics 27(4): 327-336 (2015) - [j5]Kenji Yamauchi, Naoki Akai, Koichi Ozaki:
Color Extraction Using Multiple Photographs Taken with Different Exposure Time in RWRC. J. Robotics Mechatronics 27(4): 365-373 (2015) - [c3]Naoki Akai, Koichi Ozaki:
Gaussian processes for magnetic map-based localization in large-scale indoor environments. IROS 2015: 4459-4464 - [c2]Naoki Akai, Koichi Ozaki:
A navigation method based on topological magnetic and geometric maps for outdoor mobile robots. SII 2015: 352-357 - 2014
- [j4]Kenji Yamauchi, Naoki Akai, Ryutaro Unai, Kazumichi Inoue, Koichi Ozaki:
Person Detection Method Based on Color Layout in Real World Robot Challenge 2013. J. Robotics Mechatronics 26(2): 151-157 (2014) - [j3]Naoki Akai, Kazumichi Inoue, Koichi Ozaki:
Autonomous Navigation Based on Magnetic and Geometric Landmarks on Environmental Structure in Real World. J. Robotics Mechatronics 26(2): 158-165 (2014) - [j2]Naoki Akai, Kazumichi Inoue, Sam Ann Rahok, Masatoshi Shinohara, Koichi Ozaki:
Autonomous Mobile Robot MAUV - Mission Achievement on Tsukuba Challenge 2011, 12 and 13 -. J. Robotics Mechatronics 26(5): 657-658 (2014) - [j1]Kazumichi Inoue, Naoki Akai, Koichi Ozaki:
Development of a Personal Mobility Robot "NENA". J. Robotics Mechatronics 26(5): 659 (2014) - 2013
- [c1]Naoki Akai, Satoshi Hoshino, Kazumichi Inoue, Koichi Ozaki:
Monte Carlo Localization using magnetic sensor and LIDAR for real world navigation. SII 2013: 682-687
Coauthor Index
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