Rchr
J-GLOBAL ID：202101013199758185
Update date: Dec. 13, 2024
Liu Jia-Qing
リュウ カケイ | Liu Jia-Qing
Affiliation and department：
Research keywords (5)：
人工知能(深層学習)
, 認知症早期発見
, 感情認識
, 医用画像処理
, パターン認識
Research theme for competitive and other funds (5)：
- 2023 - 2026 Enhanced Depression Detection: Leveraging Multimodal AI for High-Precision Diagnostics Support
- 2020 - 2026 弱教師深層学習と計算解剖モデルの統合による肝臓がんの診断支援
- 2021 - 2025 Weakly-Supervised Differentiation of Focal Liver Lesions Using Phase-Attention Net
- 2022 - 2024 モダリティアテンションネットを用いたマルチモダール情動データによるうつ病診断
- 2020 - 2021 Development of self-diagnosis system using audio, expression and action for depression prediction
Papers (18)：
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Shurong Chai, Rahul Kumar Jain, Jiaqing Liu, Shiyu Teng, Tomoko Tateyama, Yinhao Li, Yen-Wei Chen. A motion-aware and temporal-enhanced Spatial-Temporal Graph Convolutional Network for skeleton-based human action segmentation. Neurocomputing. 2024. 580. 127482-127482
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Shiyu TENG, Jiaqing LIU, Yue HUANG, Shurong CHAI, Tomoko TATEYAMA, Xinyin HUANG, Lanfen LIN, Yen-Wei CHEN. An Intra- and Inter-Emotion Transformer-Based Fusion Model with Homogeneous and Diverse Constraints Using Multi-Emotional Audiovisual Features for Depression Detection. IEICE Transactions on Information and Systems. 2024. E107.D. 3. 342-353
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Kazuma Okada, Takuma Terada, Ryosuke Kimura, Jiaqing Liu, Tomoko Tateyama, Yen-Wei Chen 0001. 3D Facial Ethnicity Identification Using Point Cloud Deep Learning with Local Area Attention. ICCE. 2024. 1-4
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Masaya Okano, Jiaqing Liu, Tomoko Tateyama, Yen-Wei Chen 0001. DHGD: Dynamic Hand Gesture Dataset for Skeleton-Based Gesture Recognition and Baseline Evaluations. ICCE. 2024. 1-4
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Liang Lyu, Shurong Chai, Jiaqing Liu, Tomoko Tateyama, Xu Qiao, Yen-Wei Chen 0001. A 3D Fusion U-Net with Dual CNN and Transformer Encoders for Lung Airway Segmentation. GCCE. 2023. 24-28
ｍore...
Lectures and oral presentations (28)：
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Accurate Hand Gesture Recognition Using Color and Depth Images with Modality-invariant Fusion
(2022 IEEE 11th Global Conference on Consumer Electronics (GCCE 2022) 2022)
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A Transformer-based Multimodal Network for Audiovisual Depression Prediction
(2022 IEEE 11th Global Conference on Consumer Electronics (GCCE 2022) 2022)
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CubeMLP: A MLP-based Model for Multimodal Sentiment Analysis and Depression Estimation
(2022 ACM Multimedia 2022)
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デュアルタスクにおける認知機能推定のためのAttention機構を用いた関節動作の重要度可視化
(第25回 画像の認識・理解シンポジウム (MIRU2022), 2022)
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デュアルタスク時の脳波計測に基づくCNNを用いた認知機能障害の早期検出
(第25回 画像の認識・理解シンポジウム (MIRU2022), 2022)
ｍore...
Education (2)：
- 2018 - 2021 Ritsumeikan University Graduate School of Information Science and Engineering
- 2016 - 2018 Ritsumeikan University Graduate School of Information Science and Engineering
Work history (4)：
- 2022/07 - 現在 Osaka University The Institute of Scientific and Industrial Research
- 2022/04 - 現在 Ritsumeikan University College of Information Science and Engineering
- 2021/10 - 2022/03 大阪大学 産業科学研究所 複合知能メディア研究分野 特別助教
- 2020/04 - 2021/09 日本学術振興会特別研究員DC2
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