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Yusuke Fujita
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2020 – today
- 2024
- [c60]Tatsuya Komatsu, Yusuke Fujita, Kazuya Takeda, Tomoki Toda:
Audio Difference Learning for Audio Captioning. ICASSP 2024: 1456-1460 - [c59]Michael Hentschel, Yuta Nishikawa, Tatsuya Komatsu, Yusuke Fujita:
Keep Decoding Parallel With Effective Knowledge Distillation From Language Models To End-To-End Speech Recognisers. ICASSP 2024: 10876-10880 - [i29]Michael Hentschel, Yuta Nishikawa, Tatsuya Komatsu, Yusuke Fujita:
Keep Decoding Parallel with Effective Knowledge Distillation from Language Models to End-to-end Speech Recognisers. CoRR abs/2401.11700 (2024) - [i28]Robin Scheibler, Yusuke Fujita, Yuma Shirahata, Tatsuya Komatsu:
Universal Score-based Speech Enhancement with High Content Preservation. CoRR abs/2406.12194 (2024) - [i27]Yusuke Fujita, Tatsuya Komatsu:
Audio Fingerprinting with Holographic Reduced Representations. CoRR abs/2406.13139 (2024) - [i26]Hokuto Munakata, Ryo Terashima, Yusuke Fujita:
Song Data Cleansing for End-to-End Neural Singer Diarization Using Neural Analysis and Synthesis Framework. CoRR abs/2406.16315 (2024) - 2023
- [j6]Yusuke Fujita
, Tetsuji Ogawa
, Tetsunori Kobayashi:
Self-Conditioning via Intermediate Predictions for End-to-End Neural Speaker Diarization. IEEE Access 11: 140069-140076 (2023) - [c58]Yusuke Fujita, Tatsuya Komatsu, Robin Scheibler, Yusuke Kida, Tetsuji Ogawa:
Neural Diarization with Non-Autoregressive Intermediate Attractors. ICASSP 2023: 1-5 - [c57]Aoi Ito, Tatsuya Komatsu, Yusuke Fujita, Yusuke Kida:
Target Vocabulary Recognition Based on Multi-Task Learning with Decomposed Teacher Sequences. INTERSPEECH 2023: 1254-1258 - [i25]Yusuke Fujita, Tatsuya Komatsu, Robin Scheibler, Yusuke Kida, Tetsuji Ogawa:
Neural Diarization with Non-autoregressive Intermediate Attractors. CoRR abs/2303.06806 (2023) - [i24]Tatsuya Komatsu, Yusuke Fujita, Kazuya Takeda, Tomoki Toda:
Audio Difference Learning for Audio Captioning. CoRR abs/2309.08141 (2023) - 2022
- [j5]Yoshihiro Mitani
, Robert B. Fisher, Yusuke Fujita, Yoshihiko Hamamoto, Isao Sakaida:
Image Correction Methods for Regions of Interest in Liver Cirrhosis Classification on CNNs. Sensors 22(9): 3378 (2022) - [j4]Shota Horiguchi
, Yusuke Fujita
, Shinji Watanabe
, Yawen Xue, Paola García
:
Encoder-Decoder Based Attractors for End-to-End Neural Diarization. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1493-1507 (2022) - [c56]Yoshihiro Mitani
, Naoki Yamaguchi
, Yusuke Fujita
, Yoshihiko Hamamoto
:
Effects of transfer learning for handwritten digit classification in a small training sample size situation. AICCC 2022: 123-127 - [c55]Robin Scheibler, Tatsuya Komatsu, Yusuke Fujita, Michael Hentschel:
Sound Event Localization and Detection with Pre-Trained Audio Spectrogram Transformer and Multichannel Seperation Network. DCASE 2022 - [c54]Tatsuya Komatsu, Yusuke Fujita, Jaesong Lee, Lukas Lee, Shinji Watanabe
, Yusuke Kida:
Better Intermediates Improve CTC Inference. INTERSPEECH 2022: 4965-4969 - [c53]Yu Nakagome, Tatsuya Komatsu, Yusuke Fujita, Shuta Ichimura, Yusuke Kida:
InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASR. INTERSPEECH 2022: 5140-5144 - [c52]Tatsuya Komatsu, Yusuke Fujita:
Interdecoder: using Attention Decoders as Intermediate Regularization for CTC-Based Speech Recognition. SLT 2022: 46-51 - [c51]Yusuke Fujita, Tatsuya Komatsu, Yusuke Kida:
Alternate Intermediate Conditioning with Syllable-Level and Character-Level Targets for Japanese ASR. SLT 2022: 76-83 - [i23]Yu Nakagome, Tatsuya Komatsu, Yusuke Fujita, Shuta Ichimura, Yusuke Kida:
InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASR. CoRR abs/2204.00174 (2022) - [i22]Yusuke Fujita, Tatsuya Komatsu, Yusuke Kida:
Multi-sequence Intermediate Conditioning for CTC-based ASR. CoRR abs/2204.00175 (2022) - [i21]Tatsuya Komatsu, Yusuke Fujita, Jaesong Lee, Lukas Lee, Shinji Watanabe, Yusuke Kida:
Better Intermediates Improve CTC Inference. CoRR abs/2204.00176 (2022) - 2021
- [c50]Shota Horiguchi, Paola García
, Yusuke Fujita, Shinji Watanabe
, Kenji Nagamatsu:
End-To-End Speaker Diarization as Post-Processing. ICASSP 2021: 7188-7192 - [c49]Yuki Takashima, Yusuke Fujita, Shota Horiguchi, Shinji Watanabe
, Leibny Paola García-Perera, Kenji Nagamatsu:
Semi-Supervised Training with Pseudo-Labeling for End-To-End Neural Diarization. Interspeech 2021: 3096-3100 - [c48]Yawen Xue, Shota Horiguchi, Yusuke Fujita, Yuki Takashima, Shinji Watanabe
, Leibny Paola García-Perera, Kenji Nagamatsu:
Online Streaming End-to-End Neural Diarization Handling Overlapping Speech and Flexible Numbers of Speakers. Interspeech 2021: 3116-3120 - [c47]Shota Horiguchi, Yusuke Fujita, Kenji Nagamatsu:
Block-Online Guided Source Separation. SLT 2021: 236-242 - [c46]Yawen Xue, Shota Horiguchi, Yusuke Fujita, Shinji Watanabe
, Paola García, Kenji Nagamatsu:
Online End-To-End Neural Diarization with Speaker-Tracing Buffer. SLT 2021: 841-848 - [c45]Yuki Takashima, Yusuke Fujita, Shinji Watanabe
, Shota Horiguchi, Paola García, Kenji Nagamatsu:
End-to-End Speaker Diarization Conditioned on Speech Activity and Overlap Detection. SLT 2021: 849-856 - [i20]Yawen Xue, Shota Horiguchi, Yusuke Fujita, Yuki Takashima, Shinji Watanabe, Paola García, Kenji Nagamatsu:
Online End-to-End Neural Diarization Handling Overlapping Speech and Flexible Numbers of Speakers. CoRR abs/2101.08473 (2021) - [i19]Shota Horiguchi, Nelson Yalta
, Paola García, Yuki Takashima, Yawen Xue, Desh Raj, Zili Huang, Yusuke Fujita, Shinji Watanabe, Sanjeev Khudanpur:
The Hitachi-JHU DIHARD III System: Competitive End-to-End Neural Diarization and X-Vector Clustering Systems Combined by DOVER-Lap. CoRR abs/2102.01363 (2021) - [i18]Yuki Takashima, Yusuke Fujita, Shinji Watanabe, Shota Horiguchi, Paola García, Kenji Nagamatsu:
End-to-End Speaker Diarization Conditioned on Speech Activity and Overlap Detection. CoRR abs/2106.04078 (2021) - [i17]Yuki Takashima, Yusuke Fujita, Shota Horiguchi, Shinji Watanabe, Paola García, Kenji Nagamatsu:
Semi-Supervised Training with Pseudo-Labeling for End-to-End Neural Diarization. CoRR abs/2106.04764 (2021) - [i16]Shota Horiguchi, Yusuke Fujita, Shinji Watanabe, Yawen Xue, Paola García:
Encoder-Decoder Based Attractor Calculation for End-to-End Neural Diarization. CoRR abs/2106.10654 (2021) - 2020
- [c44]Zili Huang, Shinji Watanabe
, Yusuke Fujita, Paola García
, Yiwen Shao, Daniel Povey, Sanjeev Khudanpur:
Speaker Diarization with Region Proposal Network. ICASSP 2020: 6514-6518 - [c43]Shota Horiguchi, Yusuke Fujita, Shinji Watanabe
, Yawen Xue, Kenji Nagamatsu:
End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors. INTERSPEECH 2020: 269-273 - [c42]Shota Horiguchi, Yusuke Fujita, Kenji Nagamatsu:
Utterance-Wise Meeting Transcription System Using Asynchronous Distributed Microphones. INTERSPEECH 2020: 344-348 - [c41]Jing Shi, Jiaming Xu, Yusuke Fujita, Shinji Watanabe
, Bo Xu:
Speaker-Conditional Chain Model for Speech Separation and Extraction. INTERSPEECH 2020: 2707-2711 - [c40]Yoshihiro Mitani, Robert B. Fisher, Yusuke Fujita, Yoshihiko Hamamoto, Isao Sakaida:
Effect of an Augmentation on CNNs in Classifying a Cirrhosis Liver on B-Mode Ultrasound Images. LifeTech 2020: 253-254 - [c39]Jing Shi, Xuankai Chang, Pengcheng Guo, Shinji Watanabe, Yusuke Fujita, Jiaming Xu, Bo Xu, Lei Xie:
Sequence to Multi-Sequence Learning via Conditional Chain Mapping for Mixture Signals. NeurIPS 2020 - [i15]Zili Huang, Shinji Watanabe, Yusuke Fujita, Paola García, Yiwen Shao, Daniel Povey, Sanjeev Khudanpur:
Speaker Diarization with Region Proposal Network. CoRR abs/2002.06220 (2020) - [i14]Yusuke Fujita, Shinji Watanabe, Shota Horiguchi, Yawen Xue, Kenji Nagamatsu:
End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-label Classification. CoRR abs/2003.02966 (2020) - [i13]Shota Horiguchi, Yusuke Fujita, Shinji Watanabe, Yawen Xue, Kenji Nagamatsu:
End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors. CoRR abs/2005.09921 (2020) - [i12]Yusuke Fujita, Shinji Watanabe, Shota Horiguchi, Yawen Xue, Jing Shi, Kenji Nagamatsu:
Neural Speaker Diarization with Speaker-Wise Chain Rule. CoRR abs/2006.01796 (2020) - [i11]Yawen Xue, Shota Horiguchi, Yusuke Fujita, Shinji Watanabe, Kenji Nagamatsu:
Online End-to-End Neural Diarization with Speaker-Tracing Buffer. CoRR abs/2006.02616 (2020) - [i10]Jing Shi, Jiaming Xu, Yusuke Fujita, Shinji Watanabe, Bo Xu:
Speaker-Conditional Chain Model for Speech Separation and Extraction. CoRR abs/2006.14149 (2020) - [i9]Jing Shi, Xuankai Chang, Pengcheng Guo, Shinji Watanabe, Yusuke Fujita, Jiaming Xu, Bo Xu, Lei Xie:
Sequence to Multi-Sequence Learning via Conditional Chain Mapping for Mixture Signals. CoRR abs/2006.14150 (2020) - [i8]Shota Horiguchi, Yusuke Fujita, Kenji Nagamatsu:
Utterance-Wise Meeting Transcription System Using Asynchronous Distributed Microphones. CoRR abs/2007.15868 (2020) - [i7]Shota Horiguchi, Yusuke Fujita, Kenji Nagamatsu:
Block-Online Guided Source Separation. CoRR abs/2011.07791 (2020) - [i6]Shota Horiguchi, Paola García, Yusuke Fujita, Shinji Watanabe, Kenji Nagamatsu:
End-to-End Speaker Diarization as Post-Processing. CoRR abs/2012.10055 (2020)
2010 – 2019
- 2019
- [c38]Naoyuki Kanda, Shota Horiguchi, Yusuke Fujita, Yawen Xue, Kenji Nagamatsu, Shinji Watanabe
:
Simultaneous Speech Recognition and Speaker Diarization for Monaural Dialogue Recordings with Target-Speaker Acoustic Models. ASRU 2019: 31-38 - [c37]Yusuke Fujita, Naoyuki Kanda, Shota Horiguchi, Yawen Xue, Kenji Nagamatsu, Shinji Watanabe
:
End-to-End Neural Speaker Diarization with Self-Attention. ASRU 2019: 296-303 - [c36]Naoyuki Kanda, Yusuke Fujita, Shota Horiguchi, Rintaro Ikeshita, Kenji Nagamatsu, Shinji Watanabe
:
Acoustic Modeling for Distant Multi-talker Speech Recognition with Single- and Multi-channel Branches. ICASSP 2019: 6630-6634 - [c35]Vimal Manohar, Szu-Jui Chen, Zhiqi Wang, Yusuke Fujita, Shinji Watanabe
, Sanjeev Khudanpur:
Acoustic Modeling for Overlapping Speech Recognition: Jhu Chime-5 Challenge System. ICASSP 2019: 6665-6669 - [c34]Naoyuki Kanda, Shota Horiguchi, Ryoichi Takashima, Yusuke Fujita, Kenji Nagamatsu, Shinji Watanabe
:
Auxiliary Interference Speaker Loss for Target-Speaker Speech Recognition. INTERSPEECH 2019: 236-240 - [c33]Naoyuki Kanda, Christoph Böddeker, Jens Heitkaemper, Yusuke Fujita, Shota Horiguchi, Kenji Nagamatsu, Reinhold Haeb-Umbach:
Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR. INTERSPEECH 2019: 1248-1252 - [c32]Yusuke Fujita, Naoyuki Kanda, Shota Horiguchi, Kenji Nagamatsu, Shinji Watanabe
:
End-to-End Neural Speaker Diarization with Permutation-Free Objectives. INTERSPEECH 2019: 4300-4304 - [c31]Matthew Maciejewski, Gregory Sell, Yusuke Fujita, Leibny Paola García-Perera, Shinji Watanabe
, Sanjeev Khudanpur:
Analysis of Robustness of Deep Single-Channel Speech Separation Using Corpora Constructed From Multiple Domains. WASPAA 2019: 165-169 - [i5]Naoyuki Kanda, Christoph Böddeker, Jens Heitkaemper, Yusuke Fujita, Shota Horiguchi, Kenji Nagamatsu, Reinhold Haeb-Umbach:
Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR. CoRR abs/1905.12230 (2019) - [i4]Naoyuki Kanda, Shota Horiguchi, Ryoichi Takashima, Yusuke Fujita, Kenji Nagamatsu, Shinji Watanabe:
Auxiliary Interference Speaker Loss for Target-Speaker Speech Recognition. CoRR abs/1906.10876 (2019) - [i3]Yusuke Fujita, Naoyuki Kanda, Shota Horiguchi, Kenji Nagamatsu, Shinji Watanabe:
End-to-End Neural Speaker Diarization with Permutation-Free Objectives. CoRR abs/1909.05952 (2019) - [i2]Yusuke Fujita, Naoyuki Kanda, Shota Horiguchi, Yawen Xue, Kenji Nagamatsu, Shinji Watanabe:
End-to-End Neural Speaker Diarization with Self-attention. CoRR abs/1909.06247 (2019) - [i1]Naoyuki Kanda, Shota Horiguchi, Yusuke Fujita, Yawen Xue, Kenji Nagamatsu, Shinji Watanabe:
Simultaneous Speech Recognition and Speaker Diarization for Monaural Dialogue Recordings with Target-Speaker Acoustic Models. CoRR abs/1909.08103 (2019) - 2018
- [c30]Tamotsu Kawamura, Masaru Fukushi, Yasushi Hirano, Yusuke Fujita, Yoshihiko Hamamoto:
A Network-Based Event Detection Module Using NTP for Cyber Attacks on IoT. CANDAR Workshops 2018: 86-91 - [c29]Naoyuki Kanda, Yusuke Fujita, Kenji Nagamatsu:
Sequence Distillation for Purely Sequence Trained Acoustic Models. ICASSP 2018: 5964-5968 - [c28]Naoyuki Kanda, Yusuke Fujita, Kenji Nagamatsu:
Lattice-free State-level Minimum Bayes Risk Training of Acoustic Models. INTERSPEECH 2018: 2923-2927 - 2017
- [j3]Shinichi Hashimoto, Hiroyuki Ogihara, Masato Suenaga, Yusuke Fujita, Shuji Terai
, Yoshihiko Hamamoto, Isao Sakaida:
An Automated Self-Learning Quantification System to Identify Visible Areas in Capsule Endoscopy Images. J. Medical Syst. 41(8): 119:1-119:9 (2017) - [c27]Naoyuki Kanda, Yusuke Fujita, Kenji Nagamatsu:
Investigation of lattice-free maximum mutual information-based acoustic models with sequence-level Kullback-Leibler divergence. ASRU 2017: 69-76 - [c26]Rintaro Ikeshita, Yohei Kawaguchi
, Masahito Togami, Yusuke Fujita, Kenji Nagamatsu:
Independent vector analysis with frequency range division and prior switching. EUSIPCO 2017: 2329-2333 - [c25]Rintaro Ikeshita, Masahito Togami, Yohei Kawaguchi
, Yusuke Fujita, Kenji Nagamatsu:
Local Gaussian model with source-set constraints in audio source separation. MLSP 2017: 1-6 - [c24]Yusuke Fujita, Yoshihiro Mitani, Yoshihiko Hamamoto, Makoto Segawa, Shuji Terai
, Isao Sakaida:
Training sample selection based on self-training for liver cirrhosis classification using ultrasound images. QCAV 2017: 103380J - [c23]Yusuke Fujita, Koji Shimada, Manabu Ichihara, Yoshihiko Hamamoto:
A method based on machine learning using hand-crafted features for crack detection from asphalt pavement surface images. QCAV 2017: 103380I - 2016
- [j2]Hiroyuki Ogihara, Yoshihiko Hamamoto, Yusuke Fujita, Atsushi Goto, Jun Nishikawa
, Isao Sakaida
:
Development of a Gastric Cancer Diagnostic Support System with a Pattern Recognition Method Using a Hyperspectral Camera. J. Sensors 2016: 1803501:1-1803501:6 (2016) - [c22]Yusuke Fujita, Yoshihiro Mitani, Yoshihiko Hamamoto, Makoto Segawa, Shuji Terai
, Isao Sakaida:
Training ROI Selection Based on MILBoost for Liver Cirrhosis Classification Using Ultrasound Images. IEA/AIE 2016: 451-459 - [c21]Yusuke Fujita, Ryoichi Takashima, Takeshi Homma
, Masahito Togami:
Data Augmentation Using Multi-Input Multi-Output Source Separation for Deep Neural Network Based Acoustic Modeling. INTERSPEECH 2016: 3818-3822 - [c20]Masahito Togami, Ryoichi Takashima, Yusuke Fujita:
Solving permutation problem with a cascade combination of phase difference entropy and power spectral correlation. IWAENC 2016: 1-4 - 2015
- [c19]Yusuke Fujita, Ryoichi Takashima, Takeshi Homma
, Rintaro Ikeshita, Yohei Kawaguchi
, Takashi Sumiyoshi, Takashi Endo, Masahito Togami:
Unified ASR system using LGM-based source separation, noise-robust feature extraction, and word hypothesis selection. ASRU 2015: 416-422 - [c18]Yusuke Fujita, Fukuro Koshiji, Kohji Koshiji:
Transmission characteristics through the bent arm wearing magnetically-coupled coils for body area communication. GCCE 2015: 481-482 - [c17]Mutsumi Kimura, Yusuke Fujita, Tomohiro Kasakawa, Tokiyoshi Matsuda:
Novel Architecture for Cellular Neural Network Suitable for High-Density Integration of Electron Devices-Learning of Multiple Logics. ICONIP (1) 2015: 12-20 - 2014
- [c16]Masato Suenaga, Yusuke Fujita, Shinichi Hashimoto, Shuji Terai, Isao Sakaida, Yoshihiko Hamamoto:
A Method of Bubble Removal for Computer-Assisted Diagnosis of Capsule Endoscopic Images. IEA/AIE (2) 2014: 228-233 - [c15]Hiroyuki Ogihara, Yusuke Fujita, Norio Iizuka, Masaaki Oka, Yoshihiko Hamamoto:
Comparative Study of Classifiers for Prediction of Recurrence of Liver Cancer Using Binary Patterns. IEA/AIE (2) 2014: 234-239 - 2013
- [c14]Hiroyuki Ogihara, Yusuke Fujita, Yoshihiko Hamamoto, Norio Iizuka, Masaaki Oka:
Classification Based on Boolean Algebra and Its Application to the Prediction of Recurrence of Liver Cancer. ACPR 2013: 838-841 - [c13]K. Fujino, Yoshihiro Mitani, Takaya Hayashi, Yusuke Fujita, Yoshihiko Hamamoto, Makoto Segawa, Shuji Terai
, Isao Sakaida:
A note of liver cirrhosis classification on M-mode ultrasound images by higher-order local auto-correlation features. SoCPaR 2013: 50-53 - 2012
- [c12]Yoshihiro Mitani, Yusuke Fujita, Naofumi Matsunaga, Yoshihiko Hamamoto:
The Use of a Local Histogram Feature Vector of Classifying Diffuse Lung Opacities in High-Resolution Computed Tomography. IEA/AIE 2012: 343-350 - 2011
- [j1]Yusuke Fujita, Yoshihiko Hamamoto:
A robust automatic crack detection method from noisy concrete surfaces. Mach. Vis. Appl. 22(2): 245-254 (2011) - 2010
- [c11]Yusuke Fujita, Yoshihiko Hamamoto, Makoto Segawa, Shuji Terai
, Isao Sakaida:
An Improved Method for Cirrhosis Detection Using Liver's Ultrasound Images. ICPR 2010: 2294-2297
2000 – 2009
- 2009
- [c10]Yusuke Fujita, Yoshihiko Hamamoto:
A Robust Method for Automatically Detecting Cracks on Noisy Concrete Surfaces. IEA/AIE 2009: 76-85 - 2008
- [c9]Yukiko Kawai, Yusuke Fujita, Tadahiko Kumamoto, Jianwei Zhang, Katsumi Tanaka:
Using a sentiment map for visualizing credibility of news sites on the web. WICOW 2008: 53-58 - [c8]Takanobu Miyamoto, Yusuke Fujita, Shunji Uchimura, Yoshihiko Hamamoto, Norio Iizuka, Masaaki Oka:
Visualization of transitions of developing of hepatitis C virus-associated hepatocellular carcinoma. ICPR 2008: 1-4 - 2006
- [c7]Kensaku Fujii, Mitsuji Muneyasu, Yusuke Fujita:
Frequency domain simultaneous equations method for active noise control systems. EUSIPCO 2006: 1-5 - [c6]Yusuke Fujita, Yoshihiro Mitani, Yoshihiko Hamamoto:
A Method for Crack Detection on a Concrete Structure. ICPR (3) 2006: 901-904 - 2005
- [c5]Katsu Yamane, Yusuke Fujita, Yoshihiko Nakamura:
Estimation of Physically and Physiologically Valid Somatosensory Information. ICRA 2005: 2624-2630 - 2004
- [c4]Yasushi Yamazaki, Yusuke Fujita, Naohisa Komatsu:
CELP-based speaker verification: an evaluation under noisy conditions. ICARCV 2004: 408-412 - [c3]Zvi Shiller, Yusuke Fujita, Dan Ophir, Yoshihiko Nakamura:
Computing a Set of Local Optimal Paths through Cluttered Environments and over Open Terrain. ICRA 2004: 4759-4764 - [c2]Yoshihiro Mitani, Yusuke Fujita, Naofumi Matsunaga, Yoshihiko Hamamoto:
A Study on Nonparametric Classifiers for a CAD System of Diffuse Lung Opacities in Thin-Section Computed Tomography Images. KES 2004: 608-613 - 2003
- [c1]Yusuke Fujita, Yoshihiko Nakamura, Zvi Shiller:
Dual Dijkstra search for paths with different topologies. ICRA 2003: 3359-3364
Coauthor Index
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