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CASIA OpenIR

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On the Equivalence of Linear Discriminant Analysis and Least Squares Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 卷号: 35, 期号: 4, 页码: 5710-5720
作者:  Nie, Feiping;  Chen, Hong;  Xiang, Shiming;  Zhang, Changshui;  Yan, Shuicheng;  Li, Xuelong
收藏  |  浏览/下载：14/0  |  提交时间：2024/07/04
Eigenvalues and eigenfunctions  Principal component analysis  Null space  Training data  Symmetric matrices  Sun  Optimization  Least squares regression (LSR)  linear discriminant analysis (LDA)  linear regression  minimum distance classifier (MDC)  null space LDA  
Real-Time 2D/3D Registration via CNN Regression and Centroid Alignment 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, 页码: 14
作者:  Huang, De-Xing;  Zhou, Xiao-Hu;  Xie, Xiao-Liang;  Liu, Shi-Qi;  Feng, Zhen-Qiu;  Hou, Zeng-Guang;  Ma, Ning;  Yan, Long
收藏  |  浏览/下载：18/0  |  提交时间：2024/07/03
Chronic carotid artery occlusion  real-time  2D/3D registration  regression  centroid alignment  
Diag-IoU Loss for Object Detection 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 12, 页码: 7671-7683
作者:  Zhang, Shuangqing;  Li, Chenglong;  Jia, Zhen;  Liu, Lei;  Zhang, Zhang;  Wang, Liang
收藏  |  浏览/下载：9/0  |  提交时间：2024/07/03
Object detection  bounding box regression  box diagonal  IoU metric  
YOLO-CORE: Contour Regression for Efficient Instance Segmentation 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 716-728
作者:  Haoliang Liu;  Wei Xiong;  Yu Zhang
Adobe PDF(11569Kb)  |  收藏  |  浏览/下载：45/8  |  提交时间：2024/04/23
Computer vision, instance segmentation, object shape prediction, contour regression, polar distance  
Powerful-IoU: More straightforward and faster bounding box regression loss with a nonmonotonic focusing mechanism 期刊论文
NEURAL NETWORKS, 2024, 卷号: 170, 页码: 276-284
作者:  Liu, Can;  Wang, Kaige;  Li, Qing;  Zhao, Fazhan;  Zhao, Kun;  Ma, Hongtu
收藏  |  浏览/下载：106/0  |  提交时间：2024/02/22
Object detection  Bounding box regression  Loss function design  Focusing mechanism  
TENET: Beyond Pseudo-Labeling for Semi-supervised Few-shot Learning 期刊论文
Machine Intelligence Research, 2023, 页码: 0
作者:  Ma CC(马成丞);  Dong WM(董未名);  Xu CS(徐常胜)
Adobe PDF(741Kb)  |  收藏  |  浏览/下载：152/36  |  提交时间：2024/01/29
Semi-supervised few-shot learning  few-shot learning  pseudo-labeling  linear regression  low-rank reconstruction  
Multi-scale anatomical awareness improves the accuracy of the real-time electric field estimation 会议论文
, Shenzhen，China, 2021-7
作者:  Ma L(马亮);  Zhong GL(钟刚亮);  Yang ZY(杨正宜);  Fan LZ(樊令仲);  Jiang TZ(蒋田仔)
Adobe PDF(1587Kb)  |  收藏  |  浏览/下载：203/49  |  提交时间：2023/01/09
deep regression model  anatomical awareness  real-time, electric field estimation  transcranial magnetic stimulation  
Meta Ordinal Regression Forest for Medical Image Classification With Ordinal Labels 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1233-1247
作者:  Yiming Lei;  Haiping Zhu;  Junping Zhang;  Hongming Shan
Adobe PDF(2123Kb)  |  收藏  |  浏览/下载：265/61  |  提交时间：2022/06/27
Convolutional neural network (CNNs)  medical image classification  meta-learning  ordinal regression  random forest  
Wide-Sense Stationary Policy Optimization with Bellman Residual on Video Games 会议论文
, Shenzhen, China, 05-09 July 2021
作者:  Gong C(龚晨);  He Q(何强);  Bai YP(白云鹏);  Hou XW(侯新文);  Fan GL(范国梁);  Liu Y(刘禹)
Adobe PDF(2780Kb)  |  收藏  |  浏览/下载：257/46  |  提交时间：2022/06/27
Video Game  Reinforcement Learning  Quantile Regression  Bellman residual  Wasserstein Distance  
Arbitrary-shaped scene text detection with keypoint-based shape representation 期刊论文
INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2022, 页码: 13
作者:  Qin, Shuxin;  Chen, Lin
收藏  |  浏览/下载：159/0  |  提交时间：2022/06/10
Arbitrary-shaped text detection  Keypoint regression  Anchor-free method  Feature fusing