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Action recognition via pose-based graph convolutional networks with intermediate dense supervision 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 121, 页码: 9
Authors:  Shi, Lei;  Zhang, Yifan;  Cheng, Jian;  Lu, Hanqing
Favorite  |  View/Download:10/0  |  Submit date:2021/11/03
Action recognition  Skeleton  
基于骨骼点序列的人体行为识别研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  史磊
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行为识别  关系建模  多模态融合  图卷积神经网络  自注意力机制  
Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge 期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 70, 页码: 26
Authors:  Ross, Tobias;  Reinke, Annika;  Full, Peter M.;  Wagner, Martin;  Kenngott, Hannes;  Apitz, Martin;  Hempe, Hellena;  Mindroc-Filimon, Diana;  Scholz, Patrick;  Thuy Nuong Tran;  Bruno, Pierangela;  Arbelaez, Pablo;  Bian, Gui-Bin;  Bodenstedt, Sebastian;  Bolmgren, Jon Lindstrom;  Bravo-Sanchez, Laura;  Chen, Hua-Bin;  Gonzalez, Cristina;  Guo, Dong;  Halvorsen, Pal;  Heng, Pheng-Ann;  Hosgor, Enes;  Hou, Zeng-Guang;  Isensee, Fabian;  Jha, Debesh;  Jiang, Tingting;  Jin, Yueming;  Kirtac, Kadir;  Kletz, Sabrina;  Leger, Stefan;  Li, Zhixuan;  Maier-Hein, Klaus H.;  Ni, Zhen-Liang;  Riegler, Michael A.;  Schoeffmann, Klaus;  Shi, Ruohua;  Speidel, Stefanie;  Stenzel, Michael;  Twick, Isabell;  Wang, Gutai;  Wang, Jiacheng;  Wang, Liansheng;  Wang, Lu;  Zhang, Yujie;  Zhou, Yan-Jie;  Zhu, Lei;  Wiesenfarth, Manuel;  Kopp-Schneider, Annette;  Mueller-Stich, Beat P.;  Maier-Hein, Lena
Favorite  |  View/Download:20/0  |  Submit date:2021/06/07
Multi-instance instrument  Minimally invasive surgery  Robustness and generalization  Surgical data science  
Prior-knowledge and attention based meta-learning for few-shot learning 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 213, 页码: 12
Authors:  Qin, Yunxiao;  Zhang, Weiguo;  Zhao, Chenxu;  Wang, Zezheng;  Zhu, Xiangyu;  Shi, Jingping;  Qi, Guojun;  Lei, Zhen
Favorite  |  View/Download:32/0  |  Submit date:2021/04/06
Meta-learning  Few-shot learning  Prior-knowledge  Representation  Attention mechanism  
Audio-Visual Speech Separation with Visual Features Enhanced by Adversarial Training 会议论文
0, 线上会议, 2021-7-18
Authors:  Zhang Peng;  Xu Jiaming;  Shi Jing;  Hao Yunzhe;  Qin Lei;  Xu Bo
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audio-visual speech separation  robust  adversarial training method  time-domain approach  
Non-invasive measurement of PD-L1 status and prediction of immunotherapy response using deep learning of PET/CT images 期刊论文
JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2021, 卷号: 9, 期号: 6, 页码: 15
Authors:  Mu, Wei;  Jiang, Lei;  Shi, Yu;  Tunali, Ilke;  Gray, Jhanelle E.;  Katsoulakis, Evangelia;  Tian, Jie;  Gillies, Robert J.;  Schabath, Matthew B.
Favorite  |  View/Download:9/0  |  Submit date:2021/08/15
tumor biomarkers  immunotherapy  
Skeleton-Based Action Recognition With Multi-Stream Adaptive Graph Convolutional Networks 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 期号: 29, 页码: 9532-9545
Authors:  Shi, Lei;  Zhang, Yifan;  Cheng, Jian;  Lu, Hanqing
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Skeleton-based action recognition, graph convolutional network, adaptive graph, multi-stream network.  
CT-based deep learning radiomics analysis for evaluation of serosa invasion in advanced gastric cancer 期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2020, 卷号: 132, 页码: 8
Authors:  Sun, Rui-Jia;  Fang, Meng-Jie;  Tang, Lei;  Li, Xiao-Ting;  Lu, Qiao-Yuan;  Dong, Di;  Tian, Jie;  Sun, Ying-Shi
Favorite  |  View/Download:33/0  |  Submit date:2021/01/06
Stomach neoplasms  Multi-detector computed tomography  Radiomics  Deep learning  
Gesture recognition based on deep deformable 3D convolutional neural networks 期刊论文
PATTERN RECOGNITION, 2020, 期号: 107, 页码: 12
Authors:  Zhang, Yifan;  Shi, Lei;  Wu, Yi;  Cheng, Ke;  Cheng, Jian;  Lu, Hanqing
View  |  Adobe PDF(1310Kb)  |  Favorite  |  View/Download:114/41  |  Submit date:2020/08/31
Gesture recognition  Spatiotemporal deformable convolution  Spatiotemporal convolutional neural network  
Non-invasive decision support for NSCLC treatment using PET/CT radiomics 期刊论文
NATURE COMMUNICATIONS, 2020, 卷号: 11, 期号: 1, 页码: 11
Authors:  Mu, Wei;  Jiang, Lei;  Zhang, JianYuan;  Shi, Yu;  Gray, Jhanelle E.;  Tunali, Ilke;  Gao, Chao;  Sun, Yingying;  Tian, Jie;  Zhao, Xinming;  Sun, Xilin;  Gillies, Robert J.;  Schabath, Matthew B.
Favorite  |  View/Download:34/0  |  Submit date:2021/01/07