Gatto Bernardo ガットベルナルド

Researcher Number	10826267
Other IDs
Affiliation (based on the past Project Information) *help	2021 – 2022: 国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 産総研特別研究員 2019 – 2020: 筑波大学, 人工知能科学センター, 研究員
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related
Keywords	Principal Investigator deep learning / image recognition / subspace representation / elderly surveillance

Audio-visual learning in neural network for elderly surveillancePrincipal Investigator
- Principal Investigator
  
  Gatto Bernardo
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  National Institute of Advanced Industrial Science and Technology
  University of Tsukuba

All 2023 2022 2021 2020 2019

All Journal Article Presentation

[Journal Article] Grassmannian learning mutual subspace method for image set recognition2023
- Author(s)
  Lincon S. Souza, Naoya Sogi, Bernardo B. Gatto, Takumi Kobayashi, Kazuhiro Fukui
- Journal Title
  
  Neurocomputing
  
  Volume: 517 Pages: 20-33
- DOI
  10.1016/j.neucom.2022.10.040
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18481, KAKENHI-PROJECT-22K17960, KAKENHI-PROJECT-19K20335
[Journal Article] Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition2023
- Author(s)
  Gatto Bernardo Bentes、Colonna Juan Gabriel、dos Santos Eulanda Miranda、Lameiras Koerich Alessandro、Fukui Kazuhiro
- Journal Title
  
  Digital Signal Processing
  
  Volume: 133 Pages: 103858-103858
- DOI
  10.1016/j.dsp.2022.103858
- Data Source
  KAKENHI-PROJECT-19K20335
[Journal Article] Pattern-set Representations using Linear, Shallow and Tensor Subspaces2022
- Author(s)
  Gatto Bernardo B、M. dos Santos Eulanda、S. S. Junior Waldir
- Journal Title
  
  CLEI Electronic Journal
  
  Volume: 25 Issue: 1 Pages: 1-19
- DOI
  10.19153/cleiej.25.1.5
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20335
[Journal Article] Multilinear Clustering via Tensor Fukunaga-Koontz Transform with Fisher Eigenspectrum Regularization2021
- Author(s)
  Gatto Bernardo B., Molinetti Marco A. F., dos Santos Eulanda M., Fukui Kazuhiro
- Journal Title
  
  Applied Soft Computing
  
  Volume: -
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20335
[Journal Article] Tensor analysis with n-mode generalized difference subspace2021
- Author(s)
  Gatto Bernardo B., dos Santos Eulanda M., Koerich Alessandro L., Fukui Kazuhiro, S. Junior Waldir S.
- Journal Title
  
  Expert Systems with Applications
  
  Volume: 171 Pages: 114559-114559
- DOI
  10.1016/j.eswa.2020.114559
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20335
[Journal Article] A semi-supervised convolutional neural network based on subspace representation for image classification2020
- Author(s)
  Gatto Bernardo B., Souza Lincon S., dos Santos Eulanda M., Fukui Kazuhiro, Junior Waldir S. S., dos Santos Kenny V.
- Journal Title
  
  EURASIP Journal on Image and Video Processing
  
  Volume: － Issue: 1
- DOI
  10.1186/s13640-020-00507-5
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20335
[Journal Article] Discriminative Singular Spectrum Analysis for Bioacoustic Classification2020
- Author(s)
  Gatto Bernardo B., Santos Eulanda M. dos, Colonna Juan G., Sogi Naoya, Souza Lincon S., Fukui Kazuhiro
- Journal Title
  
  Proc. Interspeech 2020
  
  Volume: - Pages: 2887-2891
- DOI
  10.21437/interspeech.2020-2134
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20335
[Journal Article] Fukunaga?Koontz Convolutional Network with Applications on Character Classification2020
- Author(s)
  Gatto Bernardo B., dos Santos Eulanda M., Fukui Kazuhiro, Junior Waldir S. S., dos Santos Kenny V.
- Journal Title
  
  Neural Processing Letters
  
  Volume: － Issue: 1 Pages: 443-465
- DOI
  10.1007/s11063-020-10244-5
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20335
[Presentation] Tensor Fukunaga-Koontz Transform for Hierarchical Clustering2019
- Author(s)
  Gatto Bernardo B., Molinetti Marco A. F., dos Santos Eulanda M., Fukui Kazuhiro
- Organizer
  2019 8th Brazilian Conference on Intelligent Systems (BRACIS)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20335

1. FUKUI Kazuhiro

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Gatto Bernardo ガット ベルナルド

Research Projects

Research Products

Co-Researchers

Audio-visual learning in neural network for elderly surveillancePrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Grassmannian learning mutual subspace method for image set recognition2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Pattern-set Representations using Linear, Shallow and Tensor Subspaces2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Multilinear Clustering via Tensor Fukunaga-Koontz Transform with Fisher Eigenspectrum Regularization2021

Author(s)

Journal Title

Data Source

[Journal Article] Tensor analysis with n-mode generalized difference subspace2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A semi-supervised convolutional neural network based on subspace representation for image classification2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Discriminative Singular Spectrum Analysis for Bioacoustic Classification2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Fukunaga?Koontz Convolutional Network with Applications on Character Classification2020

Author(s)

Journal Title

DOI

Data Source

[Presentation] Tensor Fukunaga-Koontz Transform for Hierarchical Clustering2019

Author(s)

Organizer

Data Source

Gatto Bernardo ガットベルナルド