Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
EMT, IEE-EMT |
2023-11-10 14:20 |
Yamaguchi |
Kaikyo Messe Shimonoseki |
[Invited Lecture]
Object Identification from Ground Penetrating Radar Images Using Deep Learning With Generative AI Jun Sonoda (NIT, Sendai), Tomoyuki Kimoto (NIT, Oita) EMT2023-82 |
[more] |
EMT2023-82 pp.108-113 |
EST |
2022-01-27 18:00 |
Online |
Online |
Simulation Study of Repair Contrast Media for Cavity Fracture Detection of Ground Penetrating Radar Jun Sonoda (NIT, Sendai), Tomoyuki Kimoto (NIT, Oita), Yoshihito Yamamoto (HOSEI Univ.), Yasushi Kanazawa (Toyohashi Univ. of Tech.) EST2021-77 |
[more] |
EST2021-77 pp.98-103 |
SANE |
2020-11-25 10:45 |
Online |
Online |
Generation of learning images corresponding to differences in ground penetrating radar and underground media for highly accurate identification of ground penetrating radar images with AI Daiki Taga, Tomoyuki Kimoto (NIT, Oita), Jun Sonoda (NIT, Sendai) SANE2020-28 |
Ground penetrating radar is a technology that detects underground objects by utilizing the reflection of radio waves inc... [more] |
SANE2020-28 pp.7-12 |
EST |
2020-01-30 09:15 |
Oita |
Beppu International Convention Center |
Improved SN Ratio of GPR Images by Deep learning Using Generative Adversarial Networks Jun Sonoda (NIT, Sendai), Tomoyuki Kimoto (NIT, Oita) EST2019-79 |
[more] |
EST2019-79 pp.1-6 |
EST |
2020-01-30 09:40 |
Oita |
Beppu International Convention Center |
Embedded object identification from ground penetrating radar image by semi-supervised learning using variational auto-encoder Tomoyuki Kimoto (NIT, Oita), Jun Sonoda (NIT, Sendai) EST2019-80 |
Recently, deterioration of social infrastructures such as tunnels and bridges becomes serious social problem. It is requ... [more] |
EST2019-80 pp.7-12 |
MW, EST, OPE, MWP, EMT, IEE-EMT, THz [detail] |
2019-07-19 11:15 |
Hokkaido |
Hakodate City Central Library |
Quantification for Detection of Cracks in Concrete with Aggregate by Electromagnetic Wave Radar Using FDTD Method Jun Sonoda (NIT, Sendai), Tomoyuki Kimoto (NIT, Oita), Yoshihito Yamamoto, Kazutaka Mitsutani (Nagoya Univ.) EMT2019-36 MW2019-49 OPE2019-40 EST2019-38 MWP2019-36 |
[more] |
EMT2019-36 MW2019-49 OPE2019-40 EST2019-38 MWP2019-36 pp.171-176 |
EST |
2019-05-17 14:15 |
Aichi |
Nagoya Inst. Tech. |
Underground Model Inversion from GPR Images by Deep Learning Using StackGAN Jun Sonoda (NIT, Sendai), Tomoyuki Kimoto (NIT, Oita) EST2019-4 |
[more] |
EST2019-4 pp.13-18 |
SANE, SAT (Joint) |
2019-02-14 13:50 |
Kagoshima |
Tanegashima Island |
Object Identification for GPR images Using Deep learning with Convolutional Neural Network and Generative Adversarial Network Jun Sonoda (NIT, Sendai), Tomoyuki Kimoto (NIT, Oita) SANE2018-123 |
[more] |
SANE2018-123 pp.71-76 |
PN, EMT, OPE, EST, MWP, LQE, IEE-EMT [detail] |
2019-01-18 14:45 |
Osaka |
Osaka University Nakanoshima Center |
Super-resolution for GPR Images by Deep Learning Using Generative Adversarial Networks Jun Sonoda (NIT, Sendai), Tomoyuki Kimoto (NIT, Oita) PN2018-75 EMT2018-109 OPE2018-184 LQE2018-194 EST2018-122 MWP2018-93 |
Recently, deterioration of social infrastructures such as tunnels and bridges become a serious social problem. It is req... [more] |
PN2018-75 EMT2018-109 OPE2018-184 LQE2018-194 EST2018-122 MWP2018-93 pp.237-242 |
PRMU |
2018-12-14 10:15 |
Miyagi |
|
Buried Object Detection From Ground Penetrating Radar Image Using YOLO Yusuke Hamano, Tomoyuki Kimoto (National Institute of Technology, Oita College), Jun Sonoda (National Institute of Technology, Sendai College) PRMU2018-83 |
[more] |
PRMU2018-83 pp.45-50 |
EST, MW, EMCJ, IEE-EMC [detail] |
2018-10-19 13:35 |
Aomori |
Hachinohe Chamber of Commerce and Industry(Hachinohe city, Aomori) |
Underground Model Inversion from GPR Images by Deep Learning Using Generative Adversarial Networks Jun Sonoda (NIT, Sendai), Tomoyuki Kimoto (NIT, Oita) EMCJ2018-53 MW2018-89 EST2018-75 |
Recently, deterioration of social infrastructures such as tunnels and bridges become a serious social problem. It is req... [more] |
EMCJ2018-53 MW2018-89 EST2018-75 pp.115-119 |
EST |
2018-09-06 16:05 |
Okinawa |
Kumejima-machi, Okinawa |
Clutter Reduction from GPR Image by Deep Learning Using Generative Adversarial Network Jun Sonoda (NIT, Sendai College), Tomoyuki Kimoto (NIT, Oita College) EST2018-51 |
Recently, deterioration of social infrastructures such as tunnels and bridges become a serious social problem. It is req... [more] |
EST2018-51 pp.47-51 |
EST, MW, OPE, MWP, EMT, IEE-EMT, THz [detail] |
2018-07-19 15:20 |
Hokkaido |
|
GPR Image Recognition by Transfer Learning with FDTD Simulation on Deep Learning Jun Sonoda (NIT, Sendai), Tomoyuki Kimoto (NIT, Oita) EMT2018-17 MW2018-32 OPE2018-20 EST2018-15 MWP2018-16 |
In this study, to automatically detect underground objects from the ground penetrating radar (GPR) images by the deep ne... [more] |
EMT2018-17 MW2018-32 OPE2018-20 EST2018-15 MWP2018-16 pp.59-62 |
PRMU |
2017-10-13 11:40 |
Kumamoto |
|
Object Identification from Underground Radar Images by CNN With Partially VGG Structure Jun Sonoda (NIT, Sendai College), Tomoyuki Kimoto (NIT, Oita College) PRMU2017-91 |
Recently, deterioration of social infrastructures such as tunnels and bridges become a serious social problem. It is req... [more] |
PRMU2017-91 pp.161-166 |
MWP, OPE, EMT, MW, EST, IEE-EMT [detail] |
2017-07-21 09:50 |
Hokkaido |
Obihiro Chamber of Commerce and Industry |
Characteristics of Object Identification by Ground Penetrating Radar Images using Deep Learning Jun Sonoda (NIT, Sendai), Tomoyuki Kimoto (NIT, Oita) EMT2017-23 MW2017-48 OPE2017-28 EST2017-25 MWP2017-25 |
Recently, deterioration of social infrastructures such as tunnels and bridges become a serious social problem. It is req... [more] |
EMT2017-23 MW2017-48 OPE2017-28 EST2017-25 MWP2017-25 pp.89-94 |
SANE |
2017-01-26 15:20 |
Nagasaki |
Nagasaki Prefectural Art Museum |
Object Identification by Ground Penetrating Radar using Deep Learning with Radar Images using FDTD Method on GPU Cluster Jun Sonoda (NIT, Sendai College), Tomoyuki Kimoto (NIT, Oita College) SANE2016-103 |
Recently, deteriorations of social infrastructures such as tunnels and bridges become a serious social problem. It is re... [more] |
SANE2016-103 pp.41-46 |
NC, NLP (Joint) |
2017-01-26 14:35 |
Fukuoka |
Kitakyushu Foundation for the Advanement of Ind. Sci. and Tech. |
Associative memory model storing memory patterns with nonuniform learning frequency and correlation structure Akinori Takemoto, Tomoyuki Kimoto (NIT, Oita College) NC2016-49 |
In this study, we analyze stable states of an autocorrelation associative memory model storing memory patterns with nonu... [more] |
NC2016-49 pp.7-12 |
NC |
2012-10-04 15:50 |
Fukuoka |
Kyushu Institute of Technology (Wakamatsu Campus) |
Associative memory model storing memory pattern with correlation structure
-- Case of memory pattern arranged on a plane -- Yuta Saho, Tomoyuki Kimoto (Oita Coll. Tech.) NC2012-44 |
In this study, we analyze stable states and retrieval dynamics of an autocorrelation associative memory model storing me... [more] |
NC2012-44 pp.43-48 |
NC |
2012-07-30 14:10 |
Shiga |
Ritsumeikan Univ. College of Information Science and Engineering |
Analysis of Auto-Associative Memory Model in an XY Spin System
-- Case of storing with correlated finite number memory patterns -- Tomoyuki Kimoto (Oita National Coll. of Tech.), Tatsuya Uezu (Nara Women's Univ.), Masato Okada (Univ. of Tokyo/RIKEN) NC2012-19 |
In this study, we analyze the structure of attractors in associative memory model of XY-spin system. We also study the c... [more] |
NC2012-19 pp.31-36 |
NC |
2010-10-23 11:30 |
Fukuoka |
Kyushu Inst. Tech. (Kitakyushu Sci. and Res. Park) |
Analysis of XY model with mexican-hat interaction on a circle Tomoyuki Kimoto (Oita National Col. of Tech.), Tatsuya Uezu (Nara Women's Univ.), Masato Okada (Univ. of Tokyo/RIKEN) NC2010-43 |
When the neural network model of the primary visual cortex and the working memory model in the frontal lobe is discussed... [more] |
NC2010-43 pp.5-10 |