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GroupNet: Learning to group corner for object detection in remote sensing imagery 期刊论文
CHINESE JOURNAL OF AERONAUTICS, 2022, 卷号: 35, 期号: 6, 页码: 273-284
Authors:  Ni, Lei;  Huo, Chunlei;  Zhang, Xin;  Wang, Peng;  Zhou, Zhixin
Favorite  |  View/Download:6/0  |  Submit date:2022/07/25
CornerNet  Feature representation  Multi-dimension embedding  Object detection  Remote sensing  
NaGAN: Nadir-like Generative Adversarial Network for Off-Nadir Object Detection of Multi-View Remote Sensing Imagery 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 4, 页码: 20
Authors:  Ni, Lei;  Huo, Chunlei;  Zhang, Xin;  Wang, Peng;  Zhang, Luyang;  Guo, Kangkang;  Zhou, Zhixin
Favorite  |  View/Download:12/0  |  Submit date:2022/06/06
multi-view remote sensing imagery  object detection  generative adversarial network  off-nadir  SpaceNet  
PSNet: Perspective-sensitive convolutional network for object detection 期刊论文
NEUROCOMPUTING, 2022, 卷号: 468, 页码: 384-395
Authors:  Zhang, Xin;  Liu, Yicheng;  Huo, Chunlei;  Xu, Nuo;  Wang, Lingfeng;  Pan, Chunhong
Adobe PDF(8656Kb)  |  Favorite  |  View/Download:30/1  |  Submit date:2021/12/28
Object detection  Perspective-sensitive  Structural neural network  
TR-MISR: Multiimage Super-Resolution Based on Feature Fusion With Transformers 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 1373-1388
Authors:  An, Tai;  Zhang, Xin;  Huo, Chunlei;  Xue, Bin;  Wang, Lingfeng;  Pan, Chunhong
Favorite  |  View/Download:12/0  |  Submit date:2022/03/17
Transformers  Superresolution  Satellites  Remote sensing  Task analysis  Deep learning  Image resolution  Deep learning  end-to-end networks  feature extraction and fusion  multiimage super-resolution (MISR)  remote sensing  transformers  
HENet: Head-Level Ensemble Network for Very High Resolution Remote Sensing Images Semantic Segmentation 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
Authors:  Cao, Yong;  Huo, Chunlei;  Xu, Nuo;  Zhang, Xin;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:11/0  |  Submit date:2022/06/06
Head  Computational modeling  Semantics  Image segmentation  Feature extraction  Correlation  Mathematical models  Cooperative learning (CL)  ensemble learning  semantic segmentation  
Hyperparameter Configuration Learning for Ship Detection From Synthetic Aperture Radar Images 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
Authors:  Xu, Nuo;  Huo, Chunlei;  Zhang, Xin;  Cao, Yong;  Pan, Chunhong
Favorite  |  View/Download:13/0  |  Submit date:2022/02/16
Radar polarimetry  Synthetic aperture radar  Marine vehicles  Training  Feature extraction  Optimization  Optical sensors  Hyperparameter configuration learning (HCL)  object detection  reinforcement learning (RL)  synthetic aperture radar (SAR)  
Dynamic camera configuration learning for high-confidence active object detection 期刊论文
NEUROCOMPUTING, 2021, 卷号: 466, 页码: 113-127
Authors:  Xu, Nuo;  Huo, Chunlei;  Zhang, Xin;  Cao, Yong;  Meng, Gaofeng;  Pan, Chunhong
Favorite  |  View/Download:18/0  |  Submit date:2021/12/28
Object detection  Active object detection  Deep reinforcement learning  Camera control  
Multitask Learning for Ship Detection From Synthetic Aperture Radar Images 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 8048-8062
Authors:  Zhang, Xin;  Huo, Chunlei;  Xu, Nuo;  Jiang, Hangzhi;  Cao, Yong;  Ni, Lei;  Pan, Chunhong
Adobe PDF(12575Kb)  |  Favorite  |  View/Download:27/2  |  Submit date:2021/11/03
Task analysis  Feature extraction  Radar polarimetry  Object detection  Marine vehicles  Detectors  Synthetic aperture radar  Multitask learning  synthetic aperture radar (SAR)  SAR ship detection  
Triplet Adversarial Domain Adaptation for Pixel-Level Classification of VHR Remote Sensing Images 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 5, 页码: 3558-3573
Authors:  Yan, Liang;  Fan, Bin;  Liu, Hongmin;  Huo, Chunlei;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(6348Kb)  |  Favorite  |  View/Download:110/9  |  Submit date:2020/06/22
Domain adaptation (DA)  pixel-level classification  self-training  triplet adversarial learning  very high resolution (VHR)  
View-Angle Invariant Object Monitoring Without Image Registration 会议论文
, online meeting, 2020-5-4
Authors:  Zhang, Xin;  Huo, Chunlei;  Pan, Chunhong
Adobe PDF(23602Kb)  |  Favorite  |  View/Download:14/2  |  Submit date:2022/06/14