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CASIA OpenIR

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Distribution Unified and Probability Space Aligned Teacher-Student Learning for Imbalanced Visual Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 4, 页码: 2414-2425
作者:  Zhang, Shaoyu;  Chen, Chen;  Xie, Qiong;  Sun, Haigang;  Dong, Fei;  Peng, Silong
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/30
Training  Predictive models  Smoothing methods  Data models  Visualization  Training data  Sun  Class-imbalanced learning  distribution mismatch  probability space mismatch  teacher-student learning  
A Multi-Modal Classification Method for Early Diagnosis of Mild Cognitive Impairment and Alzheimer's Disease Using Three Paradigms With Various Task Difficulties 期刊论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 卷号: 32, 页码: 1456-1465
作者:  Chen Sheng;  Zhang Chutian;  Yang Hongjun;  Peng Liang;  Xie Haiqun;  Lv Zeping;  Hou Zeng-Guang
Adobe PDF(10190Kb)  |  收藏  |  浏览/下载：5/0  |  提交时间：2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
Hierarchical Distribution-Based Tightly-Coupled LiDAR Inertial Odometry 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 1, 页码: 1423-1435
作者:  Wang, Chengpeng;  Cao, Zhiqiang;  Li, Jianjie;  Yu, Junzhi;  Wang, Shuo
Adobe PDF(3553Kb)  |  收藏  |  浏览/下载：8/3  |  提交时间：2024/05/28
3D LiDAR inertial odometry,  distribution  filtering  optimization  point cloud constraint degeneration  
基于RefineNet的端到端语音增强方法 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 2, 页码: 554-563
作者:  蓝天;  彭川;  李森;  钱宇欣;  陈聪;  刘峤
Adobe PDF(21378Kb)  |  收藏  |  浏览/下载：4/2  |  提交时间：2024/05/20
语音增强  端到端  RefineNet  多目标联合优化  深度神经网络  
变分贝叶斯概率数据关联算法 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 10, 页码: 2486-2495
作者:  恽鹏;  吴盘龙;  李星秀;  何山
Adobe PDF(1250Kb)  |  收藏  |  浏览/下载：1/1  |  提交时间：2024/05/20
杂波  目标跟踪  概率数据关联  变分贝叶斯  多项分布  
CID-SIMS: Complex indoor dataset with semantic information and multi-sensor data from a ground wheeled robot viewpoint 期刊论文
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2023, 页码: 19
作者:  Zhang, Yidi;  An, Ning;  Shi, Chenhui;  Wang, Shuo;  Wei, Hao;  Zhang, Pengju;  Meng, Xinrui;  Sun, Zengpeng;  Wang, Jinke;  Liang, Wenliang;  Tang, Fulin;  Wu, Yihong
收藏  |  浏览/下载：89/0  |  提交时间：2024/02/22
Dataset  ground wheeled robots  semantic segmentation  multi-sensor data  simultaneous localization and mapping  3D reconstruction  
Skeleton-aware Implicit Function for Single-view Human Reconstruction 期刊论文
CAAI Transactions on Intelligence Technology, 2023, 页码: 379-389
作者:  Pengpeng Liu;  Guixuan Zhang;  Shuwu Zhang;  Yuanhao Li;  Zhi Zeng
Adobe PDF(1470Kb)  |  收藏  |  浏览/下载：129/30  |  提交时间：2024/01/12
Body Pose, Human Reconstruction, Implicit Function, Parametric Body Model, Single-view  
BGL-Net: A Brain-Inspired Global-Local Information Fusion Network for Alzheimers Disease Based on sMRI 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1161-1169
作者:  Fan, Chen-Chen;  Yang, Hongjun;  Peng, Liang;  Zhou, Xiao-Hu;  Ni, Zhen-Liang;  Zhou, Yan-Jie;  Chen, Sheng;  Hou, Zeng-Guang
收藏  |  浏览/下载：155/0  |  提交时间：2023/12/21
Alzheimer's disease (AD)  cognitive assessment  convolutional neural networks (CNNs)  graph neural networks  structural magnetic resonance imaging (sMRI)  
Balanced knowledge distillation for long-tailed learning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 527, 页码: 36-46
作者:  Zhang, Shaoyu;  Chen, Chen;  Hu, Xiyuan;  Peng, Silong
收藏  |  浏览/下载：114/0  |  提交时间：2023/11/17
Long-tailed learning  Knowledge distillation  Vision and text classification  
A novel infrared spectral preprocessing method based on self-deconvolution and differentiation in the frequency domain 期刊论文
VIBRATIONAL SPECTROSCOPY, 2023, 卷号: 127, 页码: 11
作者:  Shan, Peng;  Liu, Junyi;  He, Zhonghai;  Peng, Silong;  Wang, Fei;  Liu, Chengzhao;  Zhou, Zheng
收藏  |  浏览/下载：127/0  |  提交时间：2023/11/17
Spectral preprocessing  Quantitative analysis  Fourier transform Infrared spectroscopy