Konishi Tomohisa 小西智久

… Alternative Names

小西智久コニシトモヒサ

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Researcher Number	40559960
Other IDs
Affiliation (Current)	2026: 広島工業大学, 環境学部, 准教授
Affiliation (based on the past Project Information) *help	2020 – 2023: 広島工業大学, 環境学部, 准教授 2018: 広島工業大学, 環境学部, 准教授 2016 – 2017: 広島工業大学, 環境学部, 助教
Review Section/Research Field	Principal Investigator Basic Section 25030:Disaster prevention engineering-related / Natural disaster / Disaster prevention science
Keywords	Principal Investigator COSMO-SkyMed / リモートセンシング / SAR / 合成開口レーダ / SPOT-7 / ALOS-2/PALSAR-2 / U-Net / ディープラーニング / 深層学習 / 土砂崩壊 … More / 畳み込みニューラルネットワーク / 人工衛星 / 相関係数 / PALSAR-2 / 広島豪雨災害 / コヒーレンス / 土砂崩壊地抽出 / 機械学習 / 土砂災害 / 地球観測衛星 Less

Research Projects
(2 results)
Research Products
(18 results)

Automatic extraction of landslide areas by machine learning of satellite data using deep learningPrincipal Investigator
- Principal Investigator
  
  Konishi Tomohisa
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 25030:Disaster prevention engineering-related
- Research Institution
  Hiroshima Institute of Technology
Establishment of the information providing method for landslide disaster using high-resolution satellite dataPrincipal Investigator
- Principal Investigator
  
  Konishi Tomohisa
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Natural disaster / Disaster prevention science
- Research Institution
  Hiroshima Institute of Technology

All 2023 2022 2021 2020 2018 2017 2016

All Journal Article Presentation

[Journal Article] Landslide extraction with COSMO-SkyMed imageries using U-Net2021
- Author(s)
  Konishi Tomohisa、Ito Seiji、Oguro Yoshinari
- Journal Title
  
  Proc. SPIE Remote Sensing, Microwave Remote Sensing: Data Processing and Applications
  
  Volume: 11861 Pages: 1-8
- DOI
  10.1117/12.2598144
- Data Source
  KAKENHI-PROJECT-20K05054
[Journal Article] EXTRACTION OF INUNDATED AREA DUE TO 2011 THAILAND FLOOD USING U-NET TO COSMO-SKYMED IMAGES2021
- Author(s)
  小西智久、伊藤征嗣、小黒剛成
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. F3 (Civil Engineering Informatics)
  
  Volume: 77 Issue: 1 Pages: 59-69
- DOI
  10.2208/jscejcei.77.1_59
- NAID
  130008131397
- ISSN
  2185-6591
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K05054
[Journal Article] Landslide detection using polarimetric ALOS-2/PALSAR-2 data: a case study of 2016 Kumamoto earthquake in Japan2018
- Author(s)
  Konishi Tomohisa、Suga Yuzo
- Journal Title
  
  Proc. SPIE Remote Sensing 2018, Active and Passive Microwave Remote Sensing for Environmental Monitoring
  
  Volume: 10788 Pages: 25-25
- DOI
  10.1117/12.2324030
- Data Source
  KAKENHI-PROJECT-16K01337
[Journal Article] Landslide detection using COSMO-SkyMed images: a case study of a landslide event on Kii Peninsula, Japan2018
- Author(s)
  Konishi Tomohisa、Suga Yuzo
- Journal Title
  
  European Journal of Remote Sensing
  
  Volume: 51 Issue: 1 Pages: 205-221
- DOI
  10.1080/22797254.2017.1418185
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K01337
[Journal Article] Extraction of damaged area caused by debris flows in Hiroshima using COSMO-SkyMed images2017
- Author(s)
  Konishi Tomohisa、Suga Yuzo
- Journal Title
  
  Proc. SPIE 10426, Active and Passive Microwave Remote Sensing for Environmental Monitoring
  
  Volume: 10426 Pages: 18-18
- DOI
  10.1117/12.2277679
- Data Source
  KAKENHI-PROJECT-16K01337
[Journal Article] Building damage mapping of 2016 Kumamoto, Japan, earthquake using ALOS-2/PALSAR-2 interferometric coherence2017
- Author(s)
  Konishi Tomohisa、Suga Yuzo
- Journal Title
  
  Proc. SPIE 10426, Active and Passive Microwave Remote Sensing for Environmental Monitoring
  
  Volume: 10426 Pages: 19-19
- DOI
  10.1117/12.2277832
- Data Source
  KAKENHI-PROJECT-16K01337
[Presentation] 災害前後のSPOTデータを用いた土砂崩壊地抽出2023
- Author(s)
  小西智久
- Organizer
  土木学会
- Data Source
  KAKENHI-PROJECT-20K05054
[Presentation] Landsat-8データにU-Netを用いた氷河湖抽出2022
- Author(s)
  小西智久, 有田宗平, 伊藤征嗣, 小黒剛成
- Organizer
  土木学会第77回年次学
- Data Source
  KAKENHI-PROJECT-20K05054
[Presentation] EFFECTIVE BAND OF SPOT-7 FOR LANDSLIDE DETECTION USING U-NET2022
- Author(s)
  T. Konishi, S. Ito , Y. Oguro
- Organizer
  Proc. 43rd Asian Conference on Remote Sensing (ACRS)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K05054
[Presentation] Landslide extraction with COSMO-SkyMed imageries using U-Net2021
- Author(s)
  Konishi Tomohisa
- Organizer
  SPIE Remote Sensing 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K05054
[Presentation] U-Netを用いたSARデータからの土砂崩壊地抽出2021
- Author(s)
  小西智久
- Organizer
  土木学会第76回年次学術講演会
- Data Source
  KAKENHI-PROJECT-20K05054
[Presentation] Sentinel-1 SARデータを用いた浸水域抽出2020
- Author(s)
  小西智久, 菅雄三, 伊藤征嗣, 小黒剛成
- Organizer
  土木学会第75回年次学術講演会
- Data Source
  KAKENHI-PROJECT-20K05054
[Presentation] CNNを用いた山口県虹ケ浜海岸における海浜植物の自動分類2020
- Author(s)
  伊藤征嗣, 岡浩平, 小西智久, 小黒剛成
- Organizer
  日本リモートセンシング学会第69回学術講演会
- Data Source
  KAKENHI-PROJECT-20K05054
[Presentation] COSMO-SkyMedデータを用いた2011年タイ国アユタヤの浸水域抽出2018
- Author(s)
  小西智久、菅雄三、Jukkrit Mahujchariyawong
- Organizer
  土木学会全国大会第73回年次学術講演会
- Data Source
  KAKENHI-PROJECT-16K01337
[Presentation] Landslide detection using polarimetric ALOS-2/PALSAR-2 data: a case study of 2016 Kumamoto earthquake in Japan2018
- Author(s)
  Konishi Tomohisa、Suga Yuzo
- Organizer
  SPIE Remote Sensing 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K01337
[Presentation] Building damage mapping of 2016 Kumamoto, Japan, earthquake using ALOS-2/PALSAR-2 interferometric coherence2017
- Author(s)
  Konishi Tomohisa
- Organizer
  SPIE Remote Sensing 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K01337
[Presentation] Extraction of damaged area caused by debris flows in Hiroshima using COSMO-SkyMed images2017
- Author(s)
  Konishi Tomohisa
- Organizer
  SPIE Remote Sensing 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K01337
[Presentation] 光学系衛星データを用いた土砂災害調査について2016
- Author(s)
  平尾裕斗, 菅雄三, 小西智久
- Organizer
  土木学会全国大会第71回年次学術講演会
- Place of Presentation
  東北大学川内北キャンパス (宮城県仙台市)
- Data Source
  KAKENHI-PROJECT-16K01337

Konishi Tomohisa 小西 智久

小西 智久 コニシ トモヒサ

Research Projects

Research Products

Automatic extraction of landslide areas by machine learning of satellite data using deep learningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Establishment of the information providing method for landslide disaster using high-resolution satellite dataPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Landslide extraction with COSMO-SkyMed imageries using U-Net2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] EXTRACTION OF INUNDATED AREA DUE TO 2011 THAILAND FLOOD USING U-NET TO COSMO-SKYMED IMAGES2021

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Journal Article] Landslide detection using polarimetric ALOS-2/PALSAR-2 data: a case study of 2016 Kumamoto earthquake in Japan2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Landslide detection using COSMO-SkyMed images: a case study of a landslide event on Kii Peninsula, Japan2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Extraction of damaged area caused by debris flows in Hiroshima using COSMO-SkyMed images2017

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Building damage mapping of 2016 Kumamoto, Japan, earthquake using ALOS-2/PALSAR-2 interferometric coherence2017

Author(s)

Journal Title

DOI

Data Source

[Presentation] 災害前後のSPOTデータを用いた土砂崩壊地抽出2023

Author(s)

Organizer

Data Source

[Presentation] Landsat-8データにU-Netを用いた氷河湖抽出2022

Author(s)

Organizer

Data Source

[Presentation] EFFECTIVE BAND OF SPOT-7 FOR LANDSLIDE DETECTION USING U-NET2022

Author(s)

Organizer

Data Source

[Presentation] Landslide extraction with COSMO-SkyMed imageries using U-Net2021

Author(s)

Organizer

Data Source

[Presentation] U-Netを用いたSARデータからの土砂崩壊地抽出2021

Author(s)

Organizer

Data Source

[Presentation] Sentinel-1 SARデータを用いた浸水域抽出2020

Author(s)

Organizer

Data Source

[Presentation] CNNを用いた山口県虹ケ浜海岸における海浜植物の自動分類2020

Author(s)

Organizer

Data Source

[Presentation] COSMO-SkyMedデータを用いた2011年タイ国アユタヤの浸水域抽出2018

Author(s)

Organizer

Konishi Tomohisa 小西智久

小西智久コニシトモヒサ