Le Trung-Nghia レチュンギア

Researcher Number	00884404
Other IDs
Affiliation (based on the past Project Information) *help	2020 – 2022: 国立情報学研究所, 情報社会相関研究系, 特任研究員
Review Section/Research Field	Principal Investigator Basic Section 90020:Library and information science, humanistic and social informatics-related / 1002:Human informatics, applied informatics and related fields
Keywords	Principal Investigator Privacy Protection / Adversarial Examples / Adversarial examples / Privacy protection / Object detection / Multi-task learning / Explainable AI / Face anonymization / Forgery detection / Adversarial attack … More / Deepfake generation / Face forgery detection / deepfake segmentation / deepfake detection / deepfake generation Less

Research Projects
(2 results)
Research Products
(15 results)

Prevention from Automated Analysis Services with Object-Level Adversarial ExamplesPrincipal Investigator
- Principal Investigator
  
  レチュンギア
- Project Period (FY)
  2021 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 90020:Library and information science, humanistic and social informatics-related
- Research Institution
  National Institute of Informatics
Facial Privacy and Forensic in The Wild: Explainable End-to-End Networks for Multi-Face Anonymization and Multi-Face Forgery DetectionPrincipal Investigator
- Principal Investigator
  
  Le Trung-Nghia
- Project Period (FY)
  2020 – 2021
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  1002:Human informatics, applied informatics and related fields
- Research Institution
  National Institute of Informatics

All 2023 2022 2021

All Journal Article

[Journal Article] Analysis of Master Vein Attacks on Finger Vein Recognition Systems2023
- Author(s)
  Huy H. Nguyen, Trung-Nghia Le, Junichi Yamagishi, Isao Echizen
- Journal Title
  
  Winter Conference on Applications of Computer Vision
  
  Volume: 0 Pages: 1-9
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18023
[Journal Article] Closer Look at the Transferability of Adversarial Examples: How They Fool Different Models Differently2023
- Author(s)
  Futa Waseda, Sosuke Nishikawa, Trung-Nghia Le, Huy H. Nguyen, Isao Echizen
- Journal Title
  
  Winter Conference on Applications of Computer Vision
  
  Volume: 0 Pages: 1-9
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18023
[Journal Article] Contextual Guided Segmentation Framework for Semi-supervised Video Instance Segmentation2022
- Author(s)
  Trung-Nghia Le, Tam V. Nguyen, Minh-Triet Tran
- Journal Title
  
  Machine Vision and Applications
  
  Volume: 33 Issue: 2 Pages: 1-19
- DOI
  10.1007/s00138-022-01278-x
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K23355, KAKENHI-PROJECT-21K18023
[Journal Article] Rethinking Adversarial Examples for Location Privacy Protection2022
- Author(s)
  Trung-Nghia Le, Ta Gu, Huy H. Nguyen, Isao Echizen
- Journal Title
  
  International Workshop on Information Forensics and Security
  
  Volume: 0 Pages: 1-6
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18023
[Journal Article] Deepfakeの生成と検出の現状2022
- Author(s)
  Trung-Nghia Le, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen
- Journal Title
  
  The Journal of The Institute of Image Information and Television Engineers
  
  Volume: 76 Pages: 1-6
- Data Source
  KAKENHI-PROJECT-21K18023
[Journal Article] GUNNEL: Guided Mixup Augmentation and Multi-View Fusion for Aquatic Animal Segmentation2022
- Author(s)
  Minh-Quan Le, Trung-Nghia Le, Tam V. Nguyen, Isao Echizen, Minh-Triet Tran
- Journal Title
  
  CVPR Workshops
  
  Volume: 0 Pages: 1-15
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18023
[Journal Article] CamouFinder: Finding Camouflaged Instances in Images2021
- Author(s)
  Trung-Nghia Le, Vuong Nguyen, Cong Le, Tan-Cong Nguyen, Minh-Triet Tran, Tam V. Nguyen
- Journal Title
  
  AAAI Conference on Artificial Intelligence
  
  Volume: 35 Pages: 16071-16074
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K23355
[Journal Article] Effectiveness of Detection-based and Regression-based Approaches for Estimating Mask-Wearing Ratio2021
- Author(s)
  Khanh-Duy Nguyen, Huy H. Nguyen, Trung-Nghia Le, Junichi Yamagishi, Isao Echizen
- Journal Title
  
  IEEE International Conference on Automatic Face and Gesture Recognition Workshops
  
  Volume: 1 Pages: 1-8
- DOI
  10.1109/fg52635.2021.9667046
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K23355, KAKENHI-PROJECT-21K18023
[Journal Article] Interactive Video Object Mask Annotation2021
- Author(s)
  Trung-Nghia Le, Tam V. Nguyen, Quoc-Cuong Tran, Lam Nguyen, Trung-Hieu Hoang, Minh-Quan Le, Minh-Triet Tran
- Journal Title
  
  AAAI Conference on Artificial Intelligence
  
  Volume: 35 Pages: 16067-16070
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K23355
[Journal Article] Masked Face Analysis via Multi-task Deep Learning2021
- Author(s)
  Vatsa S Patel, Zhongliang Nie, Trung-Nghia Le, Tam V. Nguyen
- Journal Title
  
  Journal of Imaging
  
  Volume: 7 Issue: 10 Pages: 1-11
- DOI
  10.3390/jimaging7100204
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K23355
[Journal Article] MirrorNet: Bio-Inspired Camouflaged Object Segmentation2021
- Author(s)
  Jinnan Yan, Trung-Nghia Le, Khanh-Duy Nguyen, Minh-Triet Tran, Thanh-Toan Do, Tam V. Nguyen
- Journal Title
  
  IEEE Access
  
  Volume: 9 Pages: 43290-43300
- DOI
  10.1109/access.2021.3064443
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K23355
[Journal Article] OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild2021
- Author(s)
  Trung-Nghia Le, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen
- Journal Title
  
  IEEE/CVF International Conference on Computer Vision
  
  Volume: 1 Pages: 10117-10127
- DOI
  10.1109/iccv48922.2021.00996
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K23355, KAKENHI-PROJECT-21K18023
[Journal Article] Fashion-Guided Adversarial Attack on Person Segmentation2021
- Author(s)
  Marc Treu, Trung-Nghia Le, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen
- Journal Title
  
  IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops
  
  Volume: 1 Pages: 943-952
- DOI
  10.1109/cvprw53098.2021.00105
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K23355, KAKENHI-PROJECT-21K18023
[Journal Article] Fashion-Guided Adversarial Attack on Person Segmentation2021
- Author(s)
  Marc Treu, Trung-Nghia Le, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen
- Journal Title
  
  CVPR Workshops
  
  Volume: 0 Pages: 1-10
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K23355
[Journal Article] Camouflaged Instance Segmentation In-The-Wild: Dataset, Method, and Benchmark Suite2021
- Author(s)
  Trung-Nghia Le, Yubo Cao, Tan-Cong Nguyen, Minh-Quan Le, Khanh-Duy Nguyen, Thanh-Toan Do, Minh-Triet Tran, Tam V. Nguyen
- Journal Title
  
  IEEE Transactions on Image Processing
  
  Volume: 31 Pages: 287-300
- DOI
  10.1109/tip.2021.3130490
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K23355, KAKENHI-PROJECT-21K18023

Le Trung-Nghia レ チュンギア

Research Projects

Research Products

Prevention from Automated Analysis Services with Object-Level Adversarial ExamplesPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Facial Privacy and Forensic in The Wild: Explainable End-to-End Networks for Multi-Face Anonymization and Multi-Face Forgery DetectionPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Analysis of Master Vein Attacks on Finger Vein Recognition Systems2023

Author(s)

Journal Title

Data Source

[Journal Article] Closer Look at the Transferability of Adversarial Examples: How They Fool Different Models Differently2023

Author(s)

Journal Title

Data Source

[Journal Article] Contextual Guided Segmentation Framework for Semi-supervised Video Instance Segmentation2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Rethinking Adversarial Examples for Location Privacy Protection2022

Author(s)

Journal Title

Data Source

[Journal Article] Deepfakeの生成と検出の現状2022

Author(s)

Journal Title

Data Source

[Journal Article] GUNNEL: Guided Mixup Augmentation and Multi-View Fusion for Aquatic Animal Segmentation2022

Author(s)

Journal Title

Data Source

[Journal Article] CamouFinder: Finding Camouflaged Instances in Images2021

Author(s)

Journal Title

Data Source

[Journal Article] Effectiveness of Detection-based and Regression-based Approaches for Estimating Mask-Wearing Ratio2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Interactive Video Object Mask Annotation2021

Author(s)

Journal Title

Data Source

[Journal Article] Masked Face Analysis via Multi-task Deep Learning2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] MirrorNet: Bio-Inspired Camouflaged Object Segmentation2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Fashion-Guided Adversarial Attack on Person Segmentation2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Fashion-Guided Adversarial Attack on Person Segmentation2021

Author(s)

Journal Title

Data Source

[Journal Article] Camouflaged Instance Segmentation In-The-Wild: Dataset, Method, and Benchmark Suite2021

Author(s)

Journal Title

Le Trung-Nghia レチュンギア