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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
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Committee Date Time Place Paper Title / Authors Abstract Paper #
NC, MBE
(Joint)
2024-03-11
10:50
Tokyo The Univ. of Tokyo
(Primary: On-site, Secondary: Online)
Spatiotemporal Prediction and Anomaly Detection in Polarimetric Synthetic Aperture Radar Using Quaternion Reservoir Computing
Kitoshi Kawai, Bungo Konishi, Ryo Natsuaki, Akira Hirose (UTokyo.) NC2023-44
Synthetic aperture radar (SAR) is a remote sensing technology that uses microwaves to generate high-resolution images of... [more] NC2023-44
pp.7-12
SAT, KOSST 2023-10-11
15:35
Overseas Central Hotel Marianne(Korea, Busan)
(Primary: On-site, Secondary: Online)
A Complex Vector-Scalar Ring theory
Osamu Ichiyoshi (HNfB21C) SAT2023-57
The quaternion is an expansion of complex number to three dimensions of imaginary numbers. It is a useful tool in calcul... [more] SAT2023-57
pp.50-55
PRMU, IBISML, IPSJ-CVIM [detail] 2023-03-03
10:05
Hokkaido Future University Hakodate
(Primary: On-site, Secondary: Online)
High Accuracy Alignment of 3D Point Clouds Obtained from Multiple View Point Images for Automatic Wire Harness Placement Environments
Erika Hata, Eiji Fukuzawa, Jun Ohya (Waseda Univ.) PRMU2022-103 IBISML2022-110
In automatic wire harness routing environments, we are exploring methods for generating 3D maps with high accuracies by ... [more] PRMU2022-103 IBISML2022-110
pp.232-237
SANE 2023-01-20
10:25
Tokyo
(Primary: On-site, Secondary: Online)
*
Yasuhiro Okaniwa, Fang Shang, Naoto Kishi (UEC) SANE2022-91
Observation of buildings by polarimetric SAR is one of the research topics that have attracted much attention because of... [more] SANE2022-91
pp.18-21
SIP, BioX, IE, MI, ITE-IST, ITE-ME [detail] 2022-05-20
14:00
Kumamoto Kumamoto University Kurokami Campus
(Primary: On-site, Secondary: Online)
Hadamard-Coded Supervised Discrete Hashing on Quaternion Domain
Manabu Sueyasu (The Univ. Kitakyushu), Seisuke Kyochi (Kogakuin Univ.), Gou Koutaki (Kumamoto Univ.) SIP2022-23 BioX2022-23 IE2022-23 MI2022-23
This paper extends Hadamard-coded supervised discrete hashing on real domain (termed as $mathbb{R}$-HCSDH) using a real-... [more] SIP2022-23 BioX2022-23 IE2022-23 MI2022-23
pp.117-122
MBE, NC
(Joint)
2022-03-02
15:45
Online Online NC2021-57 We propose a polarimetric remote sensing system to classify daily movements of humans such as walking and standing. We e... [more] NC2021-57
pp.56-61
EMT, IEE-EMT 2021-11-05
11:15
Online Online Quaternion convolutional neural networks for PolSAR land classification
Yuya Matsumoto, Ryo Natsuaki, Akira Hirose (UTokyo) EMT2021-43
We propose a quaternion convolutional neural network (QCNN) for Polarimetric synthetic aperture radar
(PolSAR) land cla... [more]
EMT2021-43
pp.76-81
SANE 2021-08-26
15:50
Online Online A Quaternion Vector Theory
Osamu Ichiyoshi (HNB21C) SANE2021-26
In order for the flight control of such flying objects as space rockets or satellites a continuous conversion between th... [more] SANE2021-26
pp.22-25
NC, MBE
(Joint)
2021-03-05
09:30
Online Online Quaternion neural networks for channel prediction including polarization states
Haotian Chen, Ryo Natsuaki, Akira Hirose (Tokyo Univ.) NC2020-64
Fading channel compensation requires channel prediction because channels change in time. In this paper, we ... [more] NC2020-64
pp.121-126
EMT, IEE-EMT 2019-11-07
15:15
Saga Hotel Syunkeiya Land classification using unsupervised quaternion neural network with neighbor pixel information
Jungmin Song, Ryo Natusaki, Akira Hirose (The Univ. of Tokyo) EMT2019-57
(To be available after the conference date) [more] EMT2019-57
pp.117-122
MBE, NC
(Joint)
2018-03-14
10:00
Tokyo Kikai-Shinko-Kaikan Bldg. Hierarchical quaternion neural networks with self-organizing codebook for unsupervised PolSAR land classification
Hyunsoo Kim, Akira Hirose (Tokyo Univ.) NC2017-88
We propose a self-organizing codebook-based hierarchical polarization feature vector generation to realize an unsupervis... [more] NC2017-88
pp.121-126
EMT, IEE-EMT 2017-11-09
10:50
Yamagata Tendo Hotel (Tendo, Yamagata) Flexible Unsupervised PolSAR Land Classification System Based on Quaternion Neural Networks
Hyunsoo Kim, Akira Hirose (Tokyo Univ.) EMT2017-48
We propose a flexible unsupervised PolSAR land classification system based on quaternion neural networks. The existing ... [more] EMT2017-48
pp.37-42
SANE 2017-10-05
14:20
Tokyo Maison franco - japonaise (Tokyo) Unsupervised Adaptive PolSAR Land Classification System Using Quaternion Neural Networks
Hyunsoo Kim, Akira Hirose (Univ. of Tokyo) SANE2017-57
We propose an unsupervised adaptive PolSAR land classification system using quaternion neural networks. Most of the exis... [more] SANE2017-57
pp.73-78
MBE, NC
(Joint)
2017-03-13
10:25
Tokyo Kikai-Shinko-Kaikan Bldg. Singular-point compensation in Polarimetric-Interferometric Synthetic aperture radar systems
Kohei Oyama, Akira Hirose (Tokyo Univ.) NC2016-79
In interferogram obtained by interferometric synthetic aperture radar, there are many singular points (SPs) which make i... [more] NC2016-79
pp.91-96
MBE, NC
(Joint)
2016-03-22
13:45
Tokyo Tamagawa University Quaternion neural networks to estimate and predict polarization states in multipath environment
Maoki Hikosaka, Tianben Ding, Akira Hirose (Univ. Tokyo) NC2015-73
Channel compensation often employs pre-equalization and/or adaptive diversity schemes. Such techniques require channel p... [more] NC2015-73
pp.25-30
ET 2015-03-14
10:35
Tokushima Shikoku Univ. Plaza Similarity Evaluation Methods of Sports Form by Using Depth Sensor
Masataka Kaneko, Hiroaki Kudo, Tetsuya Matsumoto (Nagoya Univ.), Yoshinori Takeuchi (Daido Univ.), Noboru Ohnishi (Nagoya Univ.) ET2014-109
This paper shows similarity evaluation methods for detecting the motion difference between individuals to teach sports f... [more] ET2014-109
pp.137-142
MBE, NC
(Joint)
2013-03-13
10:40
Tokyo Tamagawa University Sufficient conditions for neural networks not to have critical points based on the hierarchical structure
Tohru Nitta (AIST) NC2012-135
In this paper, we attempt to implement neural networks (NN) that do not have the critical points based on the hierarchic... [more] NC2012-135
pp.7-12
NC 2012-07-30
13:45
Shiga Ritsumeikan Univ. College of Information Science and Engineering On local analytic activation function in quaternionic hopfield neural network
Teijiro Isokawa, Haruhiko Nishimura, Nobuyuki Matsui (Univ. Hyogo) NC2012-18
It is difficult to introduce appropriate activation functions to neural networks in the hypercomplex domains, and few fu... [more] NC2012-18
pp.25-30
NC 2011-07-25
10:20
Hyogo Graduate School of Engineering, Kobe University Stability Analysis on Multistate Hopfield Neural Networks Based on Commutative Quaternion
Teijiro Isokawa, Haruhiko Nishimura, Nobuyuki Matsui (Univ. Hyogo) NC2011-20
Two types of multistate Hopfield neural networks are explored in this paper.
These networks are based on commutative qu... [more]
NC2011-20
pp.1-6
ICSS 2011-03-25
11:10
Tokyo Suspended Security Level Evaluation of Quaternion Based Hash Function
Tomohiro Suto, Tomoyuki Nagase (Hirosaki Unv.) ICSS2010-58
One of the security features for designing hash functions is collision resistance. It means that it is difficult to find... [more] ICSS2010-58
pp.11-16
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