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Rethinking prediction alignment in one-stage object detection 期刊论文
NEUROCOMPUTING, 2022, 卷号: 514, 页码: 58-69
Authors:  Xiao, Junrui;  Jiang, He;  Li, Zhikai;  Gu, Qingyi
Favorite  |  View/Download:9/0  |  Submit date:2022/11/14
Deep learning  Object detection  Detection head  Label assignment  
Dual-discriminator adversarial framework for data-free quantization 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 67-77
Authors:  Li, Zhikai;  Ma, Liping;  Long, Xianlei;  Xiao, Junrui;  Gu, Qingyi
Favorite  |  View/Download:7/0  |  Submit date:2022/11/21
Model compression  Quantized neural networks  Data-free quantization  
Efficient MSPSO Sampling for Object Detection and 6-D Pose Estimation in 3-D Scenes 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 卷号: 69, 期号: 10, 页码: 10281-10291
Authors:  Xing, Xuejun;  Guo, Jianwei;  Nan, Liangliang;  Gu, Qingyi;  Zhang, Xiaopeng;  Yan, Dong-Ming
Favorite  |  View/Download:56/0  |  Submit date:2022/06/10
Pose estimation  Three-dimensional displays  Robustness  Robot kinematics  Image segmentation  Deep learning  Clustering algorithms  3-D point cloud  6-D pose estimation  multisubpopulation particle swarm optimization (MSPSO)  point pair features (PPF)  
Class-wise boundary regression by uncertainty in temporal action detection 期刊论文
IET IMAGE PROCESSING, 2022, 页码: 9
Authors:  Chen, Yunze;  Chen, Mengjuan;  Gu, Qingyi
Favorite  |  View/Download:14/0  |  Submit date:2022/09/19
DLA: Dynamic Label Assignment for Accurate One-stage Object Detection 会议论文
, Malaysia, 2022-2
Authors:  He, Jiang;  Junrui, Xiao;  Qingyi, Gu
Adobe PDF(722Kb)  |  Favorite  |  View/Download:57/1  |  Submit date:2022/06/14
CellNet: A Lightweight Model towards Accurate LOC-Based High-Speed Cell Detection 期刊论文
ELECTRONICS, 2022, 卷号: 11, 期号: 9, 页码: 20
Authors:  Long, Xianlei;  Ishii, Idaku;  Gu, Qingyi
Favorite  |  View/Download:28/0  |  Submit date:2022/07/25
cell detection  high-speed vision  convolutional neural network (CNN)  efficient convolutional block  medical image analysis  
Modeling and Calibration of Active Thermal-Infrared Visual System for Industrial HMI 期刊论文
ELECTRONICS, 2022, 卷号: 11, 期号: 8, 页码: 14
Authors:  Chen, Mengjuan;  Tian, Simeng;  He, Fan;  Fu, Qingqin;  Gu, Qingyi;  Wu, Baolin
Favorite  |  View/Download:31/0  |  Submit date:2022/06/10
industrial visual measurement  thermal-infrared camera  human-machine interface  sensors  
PWSNAS: Powering Weight Sharing NAS With General Search Space Shrinking Framework 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
Authors:  Hu, Yiming;  Wang, Xingang;  Gu, Qingyi
Favorite  |  View/Download:42/0  |  Submit date:2022/06/10
Computer architecture  Training  Optimization  Extraterrestrial measurements  Estimation  Computational modeling  Search problems  Metric  neural architecture search (NAS)  search space shrinking  weight sharing  
G-Head: Gating Head for Multi-task Learning in One-stage Object Detection 会议论文
, Taiwan, 2022-7
Authors:  He, Jiang;  Qingyi, Gu
Adobe PDF(485Kb)  |  Favorite  |  View/Download:48/2  |  Submit date:2022/06/14
Hardware-Oriented Algorithm for High-Speed Laser Centerline Extraction Based on Hessian Matrix 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 页码: 14
Authors:  Li, Zhikai;  Ma, Liping;  Long, Xianlei;  Chen, Yunze;  Deng, Haitao;  Yan, Fengxia;  Gu, Qingyi
Favorite  |  View/Download:34/0  |  Submit date:2022/03/17
Hardware image processing  Hessian matrix  high-speed vision  laser centerline extraction  line-section 3-D reconstruction