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Journal Articles
- 2023
[j4]Lincon S. Souza, Naoya Sogi, Bernardo B. Gatto, Takumi Kobayashi, Kazuhiro Fukui:
Grassmannian learning mutual subspace method for image set recognition. Neurocomputing 517: 20-33 (2023)- [j3]Kazuhiro Fukui
, Naoya Sogi, Takumi Kobayashi, Jing-Hao Xue, Atsuto Maki:
Discriminant Feature Extraction by Generalized Difference Subspace. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 1618-1635 (2023) - 2022
- [j2]Naoya Sogi, Rui Zhu, Jing-Hao Xue, Kazuhiro Fukui:
Constrained mutual convex cone method for image set based recognition. Pattern Recognit. 121: 108190 (2022) - 2020
- [j1]Rui Zhu, Ziyu Wang, Naoya Sogi, Kazuhiro Fukui, Jing-Hao Xue:
A Novel Separating Hyperplane Classification Framework to Unify Nearest-Class-Model Methods for High-Dimensional Data. IEEE Trans. Neural Networks Learn. Syst. 31(10): 3866-3876 (2020)
Conference and Workshop Papers
- 2024
- [c12]Naoya Sogi, Takashi Shibata, Makoto Terao, Kenta Senzaki, Masahiro Tani, Royston Rodrigues:
Disaster Damage Visualization by VLM-Based Interactive Image Retrieval and Cross-View Image Geo-Localization. IGARSS 2024: 1746-1749 - [c11]Naoya Sogi, Hiroyuki Oyama, Takashi Shibata, Makoto Terao:
Future Predictive Success-or-Failure Classification for Long-Horizon Robotic Tasks. IJCNN 2024: 1-8 - 2023
- [c10]Tomoki Uchiyama, Naoya Sogi, Koichiro Niinuma, Kazuhiro Fukui:
Visually explaining 3D-CNN predictions for video classification with an adaptive occlusion sensitivity analysis. WACV 2023: 1513-1522 - 2022
- [c9]Bojan Batalo, Lincon S. Souza, Bernardo B. Gatto, Naoya Sogi, Kazuhiro Fukui:
Analysis of Temporal Tensor Datasets on Product Grassmann Manifold. CVPR Workshops 2022: 4868-4876 - 2020
- [c8]Lincon Sales de Souza, Naoya Sogi, Bernardo B. Gatto, Takumi Kobayashi, Kazuhiro Fukui:
An Interface between Grassmann manifolds and vector spaces. CVPR Workshops 2020: 3695-3704 - [c7]Naoya Sogi, Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui:
Metric Learning with A-based Scalar Product for Image-set Recognition. CVPR Workshops 2020: 3715-3724 - [c6]Masanori Muroi, Naoya Sogi, Nobuko Kato, Kazuhiro Fukui:
Fingerspelling Recognition with Two-Steps Cascade Process of Spotting and Classification. ICPR Workshops (6) 2020: 728-743 - [c5]Shin-Fang Ch'ng, Naoya Sogi, Pulak Purkait, Tat-Jun Chin, Kazuhiro Fukui:
Resolving Marker Pose Ambiguity by Robust Rotation Averaging with Clique Constraints*. ICRA 2020: 9680-9686 - [c4]Bernardo B. Gatto, Eulanda Miranda dos Santos, Juan Gabriel Colonna, Naoya Sogi, Lincon Sales de Souza, Kazuhiro Fukui:
Discriminative Singular Spectrum Analysis for Bioacoustic Classification. INTERSPEECH 2020: 2887-2891 - 2019
- [c3]Akinari Sakai, Naoya Sogi, Kazuhiro Fukui:
Gait Recognition Based on Constrained Mutual Subspace Method with CNN Features. MVA 2019: 1-6 - 2018
- [c2]Naoya Sogi, Kazuhiro Fukui:
Action Recognition Method Based on Sets of Time Warped ARMA Models. ICPR 2018: 1773-1778 - [c1]Naoya Sogi, Taku Nakayama, Kazuhiro Fukui:
A Method Based on Convex Cone Model for Image-Set Classification With CNN Features. IJCNN 2018: 1-8
Informal and Other Publications
- 2024
- [i9]Naoya Sogi, Hiroyuki Oyama, Takashi Shibata, Makoto Terao:
Future Predictive Success-or-Failure Classification for Long-Horizon Robotic Tasks. CoRR abs/2404.03415 (2024) - [i8]Naoya Sogi, Takashi Shibata, Makoto Terao:
Object-Aware Query Perturbation for Cross-Modal Image-Text Retrieval. CoRR abs/2407.12346 (2024) - 2023
- [i7]Takumi Kanai, Naoya Sogi, Atsuto Maki, Kazuhiro Fukui:
Time-series Anomaly Detection based on Difference Subspace between Signal Subspaces. CoRR abs/2303.17802 (2023) - 2022
- [i6]Tomoki Uchiyama, Naoya Sogi, Koichiro Niinuma, Kazuhiro Fukui:
Visually explaining 3D-CNN predictions for video classification with an adaptive occlusion sensitivity analysis. CoRR abs/2207.12859 (2022) - 2021
- [i5]Lincon Sales de Souza, Naoya Sogi, Bernardo B. Gatto, Takumi Kobayashi, Kazuhiro Fukui:
Grassmannian learning mutual subspace method for image set recognition. CoRR abs/2111.04352 (2021) - 2019
- [i4]Naoya Sogi, Rui Zhu, Jing-Hao Xue, Kazuhiro Fukui:
Constrained Mutual Convex Cone Method for Image Set Based Recognition. CoRR abs/1903.06549 (2019) - [i3]Shin-Fang Ch'ng, Naoya Sogi, Pulak Purkait, Tat-Jun Chin, Kazuhiro Fukui:
Resolving Marker Pose Ambiguity by Robust Rotation Averaging with Clique Constraints. CoRR abs/1909.11888 (2019) - [i2]Kazuhiro Fukui, Naoya Sogi, Takumi Kobayashi, Jing-Hao Xue, Atsuto Maki:
Discriminant analysis based on projection onto generalized difference subspace. CoRR abs/1910.13113 (2019) - 2018
- [i1]Naoya Sogi, Taku Nakayama, Kazuhiro Fukui:
A Method Based on Convex Cone Model for Image-Set Classification with CNN Features. CoRR abs/1805.12467 (2018)
Coauthor Index
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