kamada sin 鎌田真

… Alternative Names

Kamada Shin 鎌田真

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Researcher Number	30845178
Other IDs
Affiliation (Current)	2025: 広島市立大学, 情報科学研究科, 准教授
Affiliation (based on the past Project Information) *help	2022 – 2024: 広島市立大学, 情報科学研究科, 准教授 2019 – 2021: 県立広島大学, 公私立大学の部局等(広島キャンパス), 講師
Review Section/Research Field	Principal Investigator Basic Section 61040:Soft computing-related / Basic Section 61030:Intelligent informatics-related / 1002:Human informatics, applied informatics and related fields Except Principal Investigator Basic Section 58080:Gerontological nursing and community health nursing-related
Keywords	Principal Investigator マルチモーダル / 深層学習 / 構造適応型学習 / Transformer / 知識獲得 / ビッグデータ / 構造適応型深層学習 / 動画ビッグデータ Except Principal Investigator リスク評価 / コホート / フレイル

Conducting a cohort study on frailty and developing and validating a risk scale for frailty: collaborative study with local governments
- Principal Investigator
  
  飯田忠行
- Project Period (FY)
  2024 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 58080:Gerontological nursing and community health nursing-related
- Research Institution
  Prefectural University of Hiroshima
異なるモダリティ間の埋め込み空間を考慮したマルチモーダル構造適応型深層学習の研究Principal Investigator
- Principal Investigator
  
  鎌田真
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  Hiroshima City University
複数モダリティの知識表現を用いたマルチモーダル構造適応型深層学習の研究Principal Investigator
- Principal Investigator
  
  鎌田真
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Hiroshima City University
  Prefectural University of Hiroshima
A study of multi-modal adaptive structural deep learning for big dataPrincipal Investigator
- Principal Investigator
  
  Kamada Shin
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  1002:Human informatics, applied informatics and related fields
- Research Institution
  Prefectural University of Hiroshima

All 2024 2023 2022 2021 2020 2019

All Journal Article Presentation Patent

[Journal Article] 3D Lung Tumor Segmentation System using Adaptive Structural Deep Belief Network2024
- Author(s)
  Shin Kamada, Takumi Ichimura
- Journal Title
  
  Intelligent Systems Reference Library: Advances in Intelligent Disease Diagnosis and Treatment
  
  Volume: to appear in 2024
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K17809
[Journal Article] A Teacher-Student based Adaptive Structural Deep learning Model and Its Estimating Uncertainty of Image Data2023
- Author(s)
  Takumi Ichimura, Shin Kamada, Toshihide Harada and Ken Inoue
- Journal Title
  
  Handbook of Statistics Volume 49: Artificial Intelligence
  
  Volume: 49
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K17809
[Journal Article] Automatic Extraction of Road Networks by Using Teacher-Student Adaptive Structural Deep Belief Network and Its Application to Landslide Disaster2023
- Author(s)
  Shin Kamada, Takumi Ichimura
- Journal Title
  
  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  
  Volume: 16 Pages: 6310-6324
- DOI
  10.1109/jstars.2023.3293593
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K17809, KAKENHI-PROJECT-19K12142
[Journal Article] An Ensemble Learning Method of Adaptive Structural Deep Belief Network for AffectNet2022
- Author(s)
  Takumi Ichimura, Shin Kamada
- Journal Title
  
  International Journal of Smart Computing and Artificial Intelligence
  
  Volume: 6 Issue: 1 Pages: 1
- DOI
  10.52731/ijscai.v6.i1.640
- ISSN
  2185-9906, 2185-9914
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K24365, KAKENHI-PROJECT-19K12142, KAKENHI-PROJECT-21K17809
[Journal Article] A Video Prediction Method by using Long Short Term Memory based Adaptive Structural Learning of Deep Belief Network and its Investigation of Input Sequence Length for Data Structure2021
- Author(s)
  Shin Kamada, Takumi Ichimura
- Journal Title
  
  International Journal of Computational Intelligence Studies
  
  Volume: 出版中
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K24365
[Patent] 検出パラメタ生成装置、検出パラメタ生成方法、検出パラメタ生成プログラム、オブジェクト検出装置、オブジェクト検出方法、およびオブジェクト検出プログラム2019
- Inventor(s)
  市村匠，鎌田真，多羅尾直，山口亮
- Industrial Property Rights Holder
  市村匠，鎌田真，多羅尾直，山口亮
- Industrial Property Rights Type
  特許
- Industrial Property Number
  2019-143964
- Filing Date
  2019
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] マルチモーダル構造適応型深層学習によるRVDESSデータセットの感情分類2024
- Author(s)
  鎌田真，市村匠
- Organizer
  計測自動制御学会第51回知能システムシンポジウム，pp.152-157
- Data Source
  KAKENHI-PROJECT-21K17809
[Presentation] A Segmentation Method of Lung Tumor by using Adaptive Structural Deep Belief Network2023
- Author(s)
  Shin Kamada, Takumi Ichimura
- Organizer
  Proc. of The SICE Annual Conference 2023 (SICE 2023), pp.1529-1534
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17809
[Presentation] Teacher-Student型構造適応型深層学習モデルにおける複数GPU計算機の自動計算2022
- Author(s)
  市村匠，鎌田真
- Organizer
  2022 IEEE SMC Hiroshima Chapter Young Researchers WorkShop，pp.69-73
- Data Source
  KAKENHI-PROJECT-21K17809
[Presentation] 構造適応型深層学習を用いた肺腫瘍セグメンテーション手法の開発2022
- Author(s)
  鎌田真，市村匠，河原大輔
- Organizer
  計測自動制御学会第21回コンピューテーショナル・インテリジェンス研究会，pp.1-5
- Data Source
  KAKENHI-PROJECT-21K17809
[Presentation] 構造適応型深層学習法によるRoadTracerの道路検出に対する一考察2021
- Author(s)
  市村匠，鎌田真
- Organizer
  2021 IEEE SMC Hiroshima Chapter Young Researchers WorkShop，pp.16-23
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] Automatic Extraction of Road Networks from Satellite Images by using Adaptive Structural Deep Belief Network2021
- Author(s)
  Shin Kamada, Takumi Ichimura
- Organizer
  Proc. of 10th International Conference on Informatics, Electronics & Vision (ICIEV 2021), paper 37
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17809
[Presentation] Teacher-Student構造適応型深層学習によるアンサンブル学習と認知症MRI画像診断への応用2021
- Author(s)
  市村匠，鎌田真，原田俊英，井上健
- Organizer
  第33回日本老年医学会中国地方会, No.23
- Invited
- Data Source
  KAKENHI-PROJECT-21K17809
[Presentation] 構造適応型深層学習法によるRoadTracerの道路検出に対する一考察2021
- Author(s)
  市村匠，鎌田真
- Organizer
  2021 IEEE SMC Hiroshima Chapter Young Researchers WorkShop，pp.16-23
- Data Source
  KAKENHI-PROJECT-21K17809
[Presentation] Automatic Extraction of Road Networks from Satellite Images by using Adaptive Structural Deep Belief Network2021
- Author(s)
  Shin Kamada, Takumi Ichimura
- Organizer
  Proc. of 10th International Conference on Informatics, Electronics & Vision (ICIEV 2021), paper 37
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] Teacher-Student構造適応型深層学習によるアンサンブル学習と認知症MRI画像診断への応用2021
- Author(s)
  市村匠，鎌田真，原田俊英，井上健
- Organizer
  第33回日本老年医学会中国地方会, No.23
- Invited
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] Teacher-Student構造適応型深層学習によるアンサンブル学習と認知症MRI画像診断への応用2021
- Author(s)
  鎌田真，市村匠，原田俊英
- Organizer
  2021 IEEE SMC Hiroshima Chapter Young Researchers WorkShop，pp.30-35
- Data Source
  KAKENHI-PROJECT-21K17809
[Presentation] 構造適応型深層学習を用いた道路網認識手法RoadTracerによる土砂検出の試み2021
- Author(s)
  鎌田真，市村匠
- Organizer
  インテリジェント・システム・シンポジウム2021 (FAN2021)，pp.181-186
- Data Source
  KAKENHI-PROJECT-21K17809
[Presentation] Teacher-Student構造適応型深層学習によるアンサンブル学習と認知症MRI画像診断への応用2021
- Author(s)
  鎌田真，市村匠，原田俊英
- Organizer
  2021 IEEE SMC Hiroshima Chapter Young Researchers WorkShop，pp.30-35
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] 構造適応型深層学習を用いた道路網認識手法RoadTracerによる土砂検出の試み2021
- Author(s)
  鎌田真，市村匠
- Organizer
  インテリジェント・システム・シンポジウム2021 (FAN2021)，pp.181-186
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] 構造適応型深層学習を用いた道路網認識手法RoadTracerへの適用2021
- Author(s)
  鎌田真，市村匠
- Organizer
  計測自動制御学会第17回コンピューテーショナル・インテリジェンス研究会，pp.68-72 (2021)
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] 構造適応型深層学習の再学習法を用いたAffectNet顔表情画像の分析2020
- Author(s)
  鎌田真，市村匠
- Organizer
  2020 IEEE SMC Hiroshima Chapter Young Researchers WorkShop，pp.51-55 (2020)
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] 航空写真を用いた深層学習による道路網認識手法RoadTracerの動作パラメタ実験2020
- Author(s)
  寒竹夏水，鎌田真，市村匠
- Organizer
  2020 IEEE SMC Hiroshima Chapter Young Researchers WorkShop，pp.24-28 (2020)
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] A Distillation Learning Model of Adaptive Structural Deep Belief Network for AffectNet: Facial Expression Image Database2020
- Author(s)
  Takumi Ichimura, Shin Kamada
- Organizer
  Proc. of 2020 9th International Congress on Advanced Applied Informatics (IIAI-AAI), pp.454-459 (2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] 組み込みPCを用いたコンクリート構造物のひび割れ検出構造適応型深層学習システムの高速化2020
- Author(s)
  鎌田真，市村匠
- Organizer
  2020 IEEE SMC Hiroshima Chapter Young Researchers WorkShop，pp.47-50 (2020)
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] 構造適応型DBNによる眼底画像データセットOptosの分類2020
- Author(s)
  市村匠，鎌田真，石川ますみ，小川諒，河野利治
- Organizer
  計測自動制御学会第47回知能システムシンポジウム，C-1-1, pp.1-4
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] 構造適応型深層学習による親族間の顔画像データベースの学習2020
- Author(s)
  市村匠，鎌田真
- Organizer
  2020 IEEE SMC Hiroshima Chapter Young Researchers WorkShop，pp.56-59 (2020)
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] 組み込みPCによるコンクリートひび割れ検出構造適応型深層学習システムの開発2020
- Author(s)
  鎌田真，市村匠
- Organizer
  計測自動制御学会第47回知能システムシンポジウム，C-3-2, pp.1-4
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] コンクリート構造物のひび割れ検出構造適応型深層学習システムの開発～広島県橋梁・砂防ダム・湾岸施設の検査システム～2020
- Author(s)
  鎌田真，市村匠，岩崎貴志
- Organizer
  計測自動制御学会システム・情報部門学術講演会2020講演論文集 (SSI2020), pp.150-155 (2020)
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] 認知症早期判定のための構造適応型深層学習によるMRI/PET画像の分類2020
- Author(s)
  鎌田真，市村匠，原田俊英
- Organizer
  計測自動制御学会システム・情報部門学術講演会2020講演論文集 (SSI2020), pp.119-123 (2020)
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] An Adaptive Structural Learning of Deep Belief Network for Image-based Crack Detection in Concrete Structures Using SDNET20182020
- Author(s)
  Shin Kamada, Takumi Ichimura, Takashi Iwasaki
- Organizer
  Proc. of 2020 International Conference on Image Processing and Robotics (ICIPRoB 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] An Embedded System for Image-based Crack Detection by using Fine-Tuning model of Adaptive Structural Learning of Deep Belief Network2020
- Author(s)
  Shin Kamada and Takumi Ichimura
- Organizer
  Proc. of IEEE TENCON 2020, pp.1203-1208 (2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] 構造適応型DBNの物体検出法におけるパラメタ自動調整と建築設備図面における図面記号への適用2019
- Author(s)
  市村匠，鎌田真，多羅尾直，山口亮
- Organizer
  計測自動制御学会第16回コンピューテーショナル・インテリジェンス研究会，pp.7-12
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] A Video Recognition Method by using Adaptive Structural Learning of Long Short Term Memory based Deep Belief Network2019
- Author(s)
  Shin Kamada, Takumi Ichimura
- Organizer
  Proc. of 2019 IEEE 11th International Workshop on Computational Intelligence and Applications (IWCIA 2019), pp.21-26
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] KL情報量に基づく学習後の構造適応型DBNにおけるニューロン付加手法の提案と顔表情画像への適用2019
- Author(s)
  鎌田真，市村匠
- Organizer
  計測自動制御学会第16回コンピューテーショナル・インテリジェンス研究会，pp.1-6
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] SDNET2018: コンクリート構造物画像データセットを用いたひび割れ検出構造適応型深層学習システム2019
- Author(s)
  鎌田真，市村匠
- Organizer
  計測自動制御学会システム・情報部門学術講演会2019講演論文集 (SSI2019), pp.315-320
- Data Source
  KAKENHI-PROJECT-19K24365
[Presentation] Re-learning of Child Model for Misclassified data by using KL Divergence in AffectNet: A Database for Facial Expression2019
- Author(s)
  Takumi Ichimura, Shin Kamada
- Organizer
  Proc. of 2019 IEEE 11th International Workshop on Computational Intelligence and Applications (IWCIA 2019), pp.15-20
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K24365

1. 飯田忠行 (50290549)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. 宮下ルリ子 (00453522)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 青井聡美 (10321217)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 伊藤康宏 (40176368)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 池田ひろみ (60448800)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 太田充彦 (80346709)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 巽あさみ (90298513)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

kamada sin 鎌田 真

Kamada Shin 鎌田 真

Research Projects

Research Products

Co-Researchers

Conducting a cohort study on frailty and developing and validating a risk scale for frailty: collaborative study with local governments

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

異なるモダリティ間の埋め込み空間を考慮したマルチモーダル構造適応型深層学習の研究Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

複数モダリティの知識表現を用いたマルチモーダル構造適応型深層学習の研究Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

A study of multi-modal adaptive structural deep learning for big dataPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] 3D Lung Tumor Segmentation System using Adaptive Structural Deep Belief Network2024

Author(s)

Journal Title

Data Source

[Journal Article] A Teacher-Student based Adaptive Structural Deep learning Model and Its Estimating Uncertainty of Image Data2023

Author(s)

Journal Title

Data Source

[Journal Article] Automatic Extraction of Road Networks by Using Teacher-Student Adaptive Structural Deep Belief Network and Its Application to Landslide Disaster2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] An Ensemble Learning Method of Adaptive Structural Deep Belief Network for AffectNet2022

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Journal Article] A Video Prediction Method by using Long Short Term Memory based Adaptive Structural Learning of Deep Belief Network and its Investigation of Input Sequence Length for Data Structure2021

Author(s)

Journal Title

Data Source

[Patent] 検出パラメタ生成装置、検出パラメタ生成方法、検出パラメタ生成プログラム、オブジェクト検出装置、オブジェクト検出方法、およびオブジェクト検出プログラム2019

Inventor(s)

Industrial Property Rights Holder

Industrial Property Rights Type

Industrial Property Number

Filing Date

Data Source

[Presentation] マルチモーダル構造適応型深層学習によるRVDESSデータセットの感情分類2024

Author(s)

Organizer

Data Source

[Presentation] A Segmentation Method of Lung Tumor by using Adaptive Structural Deep Belief Network2023

Author(s)

Organizer

Data Source

[Presentation] Teacher-Student型構造適応型深層学習モデルにおける複数GPU計算機の自動計算2022

Author(s)

Organizer

Data Source

[Presentation] 構造適応型深層学習を用いた肺腫瘍セグメンテーション手法の開発2022

Author(s)

Organizer

Data Source

[Presentation] 構造適応型深層学習法によるRoadTracerの道路検出に対する一考察2021

Author(s)

Organizer

Data Source

kamada sin 鎌田真

Kamada Shin 鎌田真