Jianming Hu

167 papers A* 6A 2B 10C 3Journal 83Unranked 63
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel graph learning framework for interpretable and imbalance financial fraud detection.
Eng. Appl. Artif. Intell.
Junhao Lu, Qiupeng Xu, Jianming Hu
2026 J jnl
Enhanced radiology report generation via comprehensive sequence rearrangement and multi-scale cross-region attention.
Vis. Comput.
Yan Deng, Qibing Qin, Wei Hu, Jianming Hu, Dengwei Yan, Wenfeng Zhang, Jing Qiao
2026 J jnl
Few-shot medical image segmentation via dual-stream feature extractor and detail-enhanced prototype transformer.
Knowl. Based Syst.
You Wu, Wenfeng Zhang, Yang Ren, Jianming Hu, Wei Hu, Qibing Qin
2026 J jnl
PFL-TEnet: Personalized federated learning for wind power forecasting via time-series embedding and hypernetwork modeling.
Expert Syst. Appl.
Yi Li, Chenguang Zhang, Yan Zhang, Jianming Hu
2025 J jnl
A Style-Based Profiling Framework for Quantifying the Synthetic-to-Real Gap in Autonomous Driving Datasets.
CoRR
Dingyi Yao, Xinyao Han, Ruibo Ming, Zhihang Song, Lihui Peng, Jianming Hu, Danya Yao, Yi Zhang
2025 J jnl
A Survey on Future Frame Synthesis: Bridging Deterministic and Generative Approaches.
Trans. Mach. Learn. Res.
Ruibo Ming, Zhewei Huang, Jingwei Wu, Zhuoxuan Ju, Daxin Jiang, Jianming Hu, Lihui Peng, Shuchang Zhou
2025 J jnl
A novel wind power interval prediction method based on neural ensemble search and dynamic conformalized quantile regression.
Appl. Soft Comput.
Jianming Hu, Yuwen Deng, JinXing Che
2025 J jnl
Adaptive Testing Environment Generation for Connected and Automated Vehicles With Dense Reinforcement Learning.
IEEE Trans. Intell. Transp. Syst.
Jingxuan Yang, Ruoxuan Bai, Haoyuan Ji, Yi Zhang, Jianming Hu, Shuo Feng
2025 A* conf
Are Expressive Models Truly Necessary for Offline RL?
AAAI
Guan Wang, Haoyi Niu, Jianxiong Li, Li Jiang, Jianming Hu, Xianyuan Zhan
2025 J jnl
Complementarity-Aware Feature Fusion for Aircraft Detection via Unpaired Opt2SAR Image Translation.
IEEE Trans. Geosci. Remote. Sens.
Jianming Hu, Yuelong Li, Xiyang Zhi, Tianjun Shi, Wei Zhang
2025 J jnl
Dataset and Benchmark for Fine-Grained Ship Recognition in Complex Optical Remote Sensing Scenarios.
IEEE Trans. Geosci. Remote. Sens.
Junjie Wang, Jianming Hu, Xiyang Zhi, Tianjun Shi, Qi Cui
2025 J jnl
Distributed Input Mapping Control for Multiple Mixed Platoons With a Flexible Structure Model.
IEEE Trans. Intell. Transp. Syst.
Chen Zhang, Shaoying He, Jianming Hu, Yunwen Xu, Dewei Li
2025 A* conf
Efficient Robotic Policy Learning via Latent Space Backward Planning.
ICML
Dongxiu Liu, Haoyi Niu, Zhihao Wang, Jinliang Zheng, Yinan Zheng, Zhonghong Ou, Jianming Hu, Jianxiong Li, Xianyuan Zhan
2025 J jnl
Efficient Robotic Policy Learning via Latent Space Backward Planning.
CoRR
Dongxiu Liu, Haoyi Niu, Zhihao Wang, Jinliang Zheng, Yinan Zheng, Zhonghong Ou, Jianming Hu, Jianxiong Li, Xianyuan Zhan
2025 J jnl
Few-Shot Testing of Autonomous Vehicles With Scenario Similarity Learning.
IEEE Trans. Intell. Transp. Syst.
Shu Li, Honglin He, Jingxuan Yang, Jianming Hu, Yi Zhang, Shuo Feng
2025 A* conf
H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps.
ICRA
Haoyi Niu, Tianying Ji, Bingqi Liu, Haocheng Zhao, Xiangyu Zhu, Jianying Zheng, Pengfei Huang, Guyue Zhou, Jianming Hu, Xianyuan Zhan
2025 — conf
IntersectioNDE: Learning Complex Urban Traffic Dynamics Based on Interaction Decoupling Strategy.
ITSC
Enli Lin, Ziyuan Yang, Qiujing Lu, Jianming Hu, Shuo Feng
2025 J jnl
IntersectioNDE: Learning Complex Urban Traffic Dynamics based on Interaction Decoupling Strategy.
CoRR
Enli Lin, Ziyuan Yang, Qiujing Lu, Jianming Hu, Shuo Feng
2025 — conf
KDLight: A Traffic Signal Control Algorithm for Scenarios with Partially Observable Vehicle States.
ITSC
Zhiyuan Hu, Jianming Hu
2025 — conf
MixLight: A Model-Based Reinforcement Learning Method for Traffic Signal Control in Mixed Traffic with Low Connected Vehicle Penetration.
ITSC
Bowen Liu, Xingwei Jiang, Jianming Hu
2025 J jnl
Progressive class-aware instance enhancement for aircraft detection in remote sensing imagery.
Pattern Recognit.
Tianjun Shi, Jinnan Gong, Jianming Hu, Yu Sun, Guangzhen Bao, Pengfei Zhang, Junjie Wang, Xiyang Zhi, Wei Zhang
2025 J jnl
StyleFormer: Spatial-Temporal Style Projecting Bidirectional Interactive Transformer for Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Qichao Han, Xiyang Zhi, Jianming Hu, Shuqing Zhang, Wenbin Chen, Yuanxin Huang, Shikai Jiang
2025 — conf
TrainBEV: Railway Foreign Invasion Detection System Based on BEV Representation.
ITSC
Chenyang Cui, Xingyu Li, Jianming Hu
2025 J jnl
YOLOv8-ORE: An Efficient Ore Segmentation Network based on Adaptive Feature Extraction and Attention-Enhanced Spatial Fusion.
Signal Image Video Process.
Yidan Long, Baoning Cai, Jianming Hu, Wei Hu, Wen Yang, Wenfeng Zhang, Qibing Qin
2024 J jnl
A Benchmark Dataset for Aircraft Detection in Optical Remote Sensing Imagery.
Remote. Sens.
Jianming Hu, Xiyang Zhi, Bingxian Zhang, Tianjun Shi, Qi Cui, Xiaogang Sun
2024 A* conf
A Comprehensive Survey of Cross-Domain Policy Transfer for Embodied Agents.
IJCAI
Haoyi Niu, Jianming Hu, Guyue Zhou, Xianyuan Zhan
2024 J jnl
A Comprehensive Survey of Cross-Domain Policy Transfer for Embodied Agents.
CoRR
Haoyi Niu, Jianming Hu, Guyue Zhou, Xianyuan Zhan
2024 J jnl
A Method for Detecting Aircraft Small Targets in Remote Sensing Images by Using CNNs Fused With Handcrafted Features.
IEEE Geosci. Remote. Sens. Lett.
Lijian Yu, Xiyang Zhi, Shuqing Zhang, Shikai Jiang, Jianming Hu, Wei Zhang, Yuanxin Huang
2024 J jnl
A Survey on Video Prediction: From Deterministic to Generative Approaches.
CoRR
Ruibo Ming, Zhewei Huang, Zhuoxuan Ju, Jianming Hu, Lihui Peng, Shuchang Zhou
2024 J jnl
A novel time series probabilistic prediction approach based on the monotone quantile regression neural network.
Inf. Sci.
Jianming Hu, Jingwei Tang, Zhi Liu
2024 J jnl
A re-calibration method for object detection with multi-modal alignment bias in autonomous driving.
CoRR
Zhihang Song, Lihui Peng, Jianming Hu, Danya Yao, Yi Zhang
2024 J jnl
Adaptive Testing Environment Generation for Connected and Automated Vehicles with Dense Reinforcement Learning.
CoRR
Jingxuan Yang, Ruoxuan Bai, Haoyuan Ji, Yi Zhang, Jianming Hu, Shuo Feng
2024 J jnl
Advancing Auto-Regressive Continuation for Video Frames.
CoRR
Ruibo Ming, Jingwei Wu, Zhewei Huang, Zhuoxuan Ju, Jianming Hu, Lihui Peng, Shuchang Zhou
2024 B conf
An Online Calibration Method for Robust Multi-Modality 3D Object Detection.
DSAA
Xingyu Li, Yige Yao, Jianming Hu, Zhidong Deng
2024 J jnl
Are Expressive Models Truly Necessary for Offline RL?
CoRR
Guan Wang, Haoyi Niu, Jianxiong Li, Li Jiang, Jianming Hu, Xianyuan Zhan
2024 J jnl
Boosting Point Set-Based Network with Optimal Transport Optimization for Oriented Object Detection.
Remote. Sens.
Binhuan Yuan, Xiyang Zhi, Jianming Hu, Wei Zhang
2024 J jnl
CGFINet: Cross-Scale Guided High-Order Feature Interaction Change Detection Network for Remote Sensing Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qichao Han, Xiyang Zhi, Jianming Hu, Yuanxin Huang, Wenbin Chen, Shikai Jiang, Jinnan Gong
2024 A* conf
Continual Driving Policy Optimization with Closed-Loop Individualized Curricula.
ICRA
Haoyi Niu, Yizhou Xu, Xingjian Jiang, Jianming Hu
2024 J jnl
Dataset and Benchmark for Ship Detection in Complex Optical Remote Sensing Image.
IEEE Trans. Geosci. Remote. Sens.
Jianming Hu, Xiyang Zhi, Tianjun Shi, Junjie Wang, Yuelong Li, Xiaogang Sun
2024 J jnl
Dynamically Expanding Capacity of Autonomous Driving with Near-Miss Focused Training Framework.
CoRR
Ziyuan Yang, Zhaoyang Li, Jianming Hu, Yi Zhang
2024 J jnl
FDDBA-NET: Frequency Domain Decoupling Bidirectional Interactive Attention Network for Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Yuanxin Huang, Xiyang Zhi, Jianming Hu, Lijian Yu, Qichao Han, Wenbin Chen, Wei Zhang
2024 C conf
Few-Shot Scenario Testing for Autonomous Vehicles Based on Neighborhood Coverage and Similarity.
IV
Shu Li, Jingxuan Yang, Honglin He, Yi Zhang, Jianming Hu, Shuo Feng
2024 J jnl
Few-Shot Scenario Testing for Autonomous Vehicles Based on Neighborhood Coverage and Similarity.
CoRR
Shu Li, Jingxuan Yang, Honglin He, Yi Zhang, Jianming Hu, Shuo Feng
2024 J jnl
Few-Shot Testing of Autonomous Vehicles with Scenario Similarity Learning.
CoRR
Shu Li, Honglin He, Jingxuan Yang, Jianming Hu, Yi Zhang, Shuo Feng
2024 J jnl
Improved Deformable Convolution Method for Aircraft Object Detection in Flight Based on Feature Separation in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lijian Yu, Xiyang Zhi, Jianming Hu, Shuqing Zhang, Ruize Niu, Wei Zhang, Shikai Jiang
2024 — conf
Integrating Datasets for Driving Intention Recognition.
IST
Xinyao Han, Xing Chen, Lihui Peng, Jianming Hu, Danya Yao, Yi Zhang
2024 J jnl
LMAFormer: Local Motion Aware Transformer for Small Moving Infrared Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Yuanxin Huang, Xiyang Zhi, Jianming Hu, Lijian Yu, Qichao Han, Wenbin Chen, Wei Zhang
2024 J jnl
Multiscale Progressive Fusion Filter Network for Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Pengfei Zhang, Zhile Wang, Guangzhen Bao, Jianming Hu, Tianjun Shi, Guanjie Sun, Jinnan Gong
2024 J jnl
Self-Supervised Denoising via Blind Feature Extraction and Diffusion-Based Texture Generation.
IEEE Trans. Geosci. Remote. Sens.
Guangzhen Bao, Xiyang Zhi, Pengfei Zhang, Jianming Hu, Tianjun Shi, Shikai Jiang, Yayun Wu, Jinnan Gong
2024 J jnl
Ship Identification via Adjacent-Branched Saliency Filtering and Prior Representation-Based Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jianming Hu, Tianjun Shi, Shikai Jiang, Xiyang Zhi, Xiaogang Sun, Wei Zhang
2024 J jnl
Synthetic Datasets for Autonomous Driving: A Survey.
IEEE Trans. Intell. Veh.
Zhihang Song, Zimin He, Xingyu Li, Qiming Ma, Ruibo Ming, Zhiqi Mao, Huaxin Pei, Lihui Peng, Jianming Hu, Danya Yao, Yi Zhang
2024 J jnl
Timealign: A multi-modal object detection method for time misalignment fusing in autonomous driving.
CoRR
Zhihang Song, Lihui Peng, Jianming Hu, Danya Yao, Yi Zhang
2024 J jnl
Visual-Textual Cross-Modal Interaction Network for Radiology Report Generation.
IEEE Signal Process. Lett.
Wenfeng Zhang, Baoning Cai, Jianming Hu, Qibing Qin, Kezhen Xie
2024 J jnl
xTED: Cross-Domain Policy Adaptation via Diffusion-Based Trajectory Editing.
CoRR
Haoyi Niu, Qimao Chen, Tenglong Liu, Jianxiong Li, Guyue Zhou, Yi Zhang, Jianming Hu, Xianyuan Zhan
2023 C conf
(Re)
IV
Haoyi Niu, Kun Ren, Yizhou Xu, Ziyuan Yang, Yichen Lin, Yi Zhang, Jianming Hu
2023 J jnl
(Re)
CoRR
Haoyi Niu, Kun Ren, Yizhou Xu, Ziyuan Yang, Yichen Lin, Yi Zhang, Jianming Hu
2023 J jnl
A probabilistic forecasting approach for air quality spatio-temporal data based on kernel learning method.
Appl. Soft Comput.
Haolin Zhan, Xin Zhu, Jianming Hu
2023 J jnl
Adaptive Feature Fusion With Attention-Guided Small Target Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Tianjun Shi, Jinnan Gong, Jianming Hu, Xiyang Zhi, Guiyi Zhu, Binhuan Yuan, Yu Sun, Wei Zhang
2023 — conf
Bird's Eye View Map for End-to-end Autonomous Driving Using Reinforcement Learning.
IST
Zhiqi Mao, Zhihang Song, Lihui Peng, Jianming Hu, Danya Yao, Yi Zhang
2023 J jnl
Continual Driving Policy Optimization with Closed-Loop Individualized Curricula.
CoRR
Haoyi Niu, Yizhou Xu, Xingjian Jiang, Jianming Hu
2023 J jnl
H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps.
CoRR
Haoyi Niu, Tianying Ji, Bingqi Liu, Haocheng Zhao, Xiangyu Zhu, Jianying Zheng, Pengfei Huang, Guyue Zhou, Jianming Hu, Xianyuan Zhan
2023 J jnl
Local Adaptive Prior-Based Image Restoration Method for Space Diffraction Imaging Systems.
IEEE Trans. Geosci. Remote. Sens.
Shikai Jiang, Jianming Hu, Xiyang Zhi, Wei Zhang, Dawei Wang, Xiaogang Sun
2023 — conf
PhaseLight: An Universal and Practical Traffic Signal Control Algorithms Based on Reinforcement Learning.
ITSC
Zhikai Wu, Jianming Hu
2023 — conf
Quality Assessment of Image Dataset for Autonomous Driving.
IST
Xingyu Li, Yuang Zhang, Yunda Shi, He Zhu, Jianming Hu, Lihui Peng
2023 J jnl
Ship Detection via Multi-Scale Deformation Modeling and Fine Region Highlight-Based Loss Function.
Remote. Sens.
Chao Li, Jianming Hu, Dawei Wang, Hanfu Li, Zhile Wang
2023 J jnl
Stackelberg Driver Model for Continual Policy Improvement in Scenario-Based Closed-Loop Autonomous Driving.
CoRR
Haoyi Niu, Qimao Chen, Yingyue Li, Jianming Hu
2023 J jnl
Synthetic Datasets for Autonomous Driving: A Survey.
CoRR
Zhihang Song, Zimin He, Xingyu Li, Qiming Ma, Ruibo Ming, Zhiqi Mao, Huaxin Pei, Lihui Peng, Jianming Hu, Danya Yao, Yi Zhang
2022 — conf
3D Multi-Object Tracking Based on Radar-Camera Fusion.
ITSC
Zihao Lin, Jianming Hu
2022 — conf
A Transformer-based System for Action Spotting in Soccer Videos.
MMSports@MM
He Zhu, Junwei Liang, Chengzhi Lin, Jun Zhang, Jianming Hu
2022 J jnl
Feature-Enhanced CenterNet for Small Object Detection in Remote Sensing Images.
Remote. Sens.
Tianjun Shi, Jinnan Gong, Jianming Hu, Xiyang Zhi, Wei Zhang, Yin Zhang, Pengfei Zhang, Guangzheng Bao
2022 J jnl
Global Information Transmission Model-Based Multiobjective Image Inversion Restoration Method for Space Diffractive Membrane Imaging Systems.
IEEE Trans. Geosci. Remote. Sens.
Shikai Jiang, Xiyang Zhi, Wei Zhang, Dawei Wang, Jianming Hu, Chao Tian
2022 J jnl
Harmonious Lane Changing via Deep Reinforcement Learning.
IEEE Trans. Intell. Transp. Syst.
Guan Wang, Jianming Hu, Zhiheng Li, Li Li
2022 J jnl
Influence of Space Variability on Remote Sensing Image Restoration Performances.
IEEE Geosci. Remote. Sens. Lett.
Shikai Jiang, Xiyang Zhi, Tianjun Shi, Jianming Hu, Wei Zhang, Jinnan Gong
2022 — conf
SoccerNet 2022 Challenges Results.
MMSports@MM
Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao, Chengzhi Lin, Cheuk-Yiu Chan, Chun Chuen Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. Anthony Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu, Jin Chen, João V. B. Soares, Jonas Theiner, Jorge De Corte, José Henrique Brito, Jun Zhang, Junjie Li, Junwei Liang, Leqi Shen, Lin Ma, Lingchi Chen, Miguel Santos Marques, Mike Azatov, Nikita Kasatkin, Ning Wang, Qiong Jia, Quoc-Cuong Pham, Ralph Ewerth, Ran Song, Rengang Li, Rikke Gade, Ruben Debien, Runze Zhang, Sangrok Lee, Sergio Escalera, Shan Jiang, Shigeyuki Odashima, Shimin Chen, Shoichi Masui, Shouhong Ding, Sin-wai Chan, Siyu Chen, Tallal El Shabrawy, Tao He, Thomas B. Moeslund, Wan-Chi Siu, Wei Zhang, Wei Li, Xiangwei Wang, Xiao Tan, Xiaochuan Li, Xiaolin Wei, Xiaoqing Ye, Xing Liu, Xinying Wang, Yandong Guo, Yaqian Zhao, Yi Yu, Yingying Li, Yue He, Yujie Zhong, Zhenhua Guo, Zhiheng Li
2022 J jnl
SoccerNet 2022 Challenges Results.
CoRR
Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao, Chengzhi Lin, Cheuk-Yiu Chan, Chun Chuen Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. Anthony Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu, Jin Chen, João V. B. Soares, Jonas Theiner, Jorge De Corte, José Henrique Brito, Jun Zhang, Junjie Li, Junwei Liang, Leqi Shen, Lin Ma, Lingchi Chen, Miguel Santos Marques, Mike Azatov, Nikita Kasatkin, Ning Wang, Qiong Jia, Quoc-Cuong Pham, Ralph Ewerth, Ran Song, Rengang Li, Rikke Gade, Ruben Debien, Runze Zhang, Sangrok Lee, Sergio Escalera, Shan Jiang, Shigeyuki Odashima, Shimin Chen, Shoichi Masui, Shouhong Ding, Sin-wai Chan, Siyu Chen, Tallal El Shabrawy, Tao He, Thomas B. Moeslund, Wan-Chi Siu, Wei Zhang, Wei Li, Xiangwei Wang, Xiao Tan, Xiaochuan Li, Xiaolin Wei, Xiaoqing Ye, Xing Liu, Xinying Wang, Yandong Guo, Yaqian Zhao, Yi Yu, Yingying Li, Yue He, Yujie Zhong, Zhenhua Guo, Zhiheng Li
2022 J jnl
Supervised Multi-Scale Attention-Guided Ship Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Jianming Hu, Xiyang Zhi, Shikai Jiang, Hao Tang, Wei Zhang, Lorenzo Bruzzone
2022 A* conf
When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning.
NeurIPS
Haoyi Niu, Shubham Sharma, Yiwen Qiu, Ming Li, Guyue Zhou, Jianming Hu, Xianyuan Zhan
2022 J jnl
When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning.
CoRR
Haoyi Niu, Shubham Sharma, Yiwen Qiu, Ming Li, Guyue Zhou, Jianming Hu, Xianyuan Zhan
2021 — conf
An IVIS Typical Scene Generation Algorithm Based on Traffic Big Data.
CSAE
Xianghe Wang, Jianming Hu
2021 — conf
An Improved Model of Driving Risk Field for Connected and Automated Vehicles.
ITSC
Ye Tian, Huaxin Pei, Jingxuan Yang, Jianming Hu, Yi Zhang, Xin Pei
2021 — conf
An Intelligent Lane Changing Decision Method for Connected Vehicles.
CSAE
Zheyu Cui, Jianming Hu
2021 C conf
Bi-directional Attention Feature Enhancement for Video Instance Segmentation.
IV
Tianyun Fu, Jianming Hu
2021 — conf
DR2L: Surfacing Corner Cases to Robustify Autonomous Driving via Domain Randomization Reinforcement Learning.
CSAE
Haoyi Niu, Jianming Hu, Zheyu Cui, Yi Zhang
2021 J jnl
DR2L: Surfacing Corner Cases to Robustify Autonomous Driving via Domain Randomization Reinforcement Learning.
CoRR
Haoyi Niu, Jianming Hu, Zheyu Cui, Yi Zhang
2021 — conf
Extreme Scenario Generation Based on Adversarial Attack.
CSAE
Haoxin Ma, Jianming Hu
2021 J jnl
Integrating a softened multi-interval loss function into neural networks for wind power prediction.
Appl. Soft Comput.
Jianming Hu, Weigang Zhao, Jingwei Tang, Qingxi Luo
2021 J jnl
ModEL: A Modularized End-to-end Reinforcement Learning Framework for Autonomous Driving.
CoRR
Guan Wang, Haoyi Niu, Desheng Zhu, Jianming Hu, Xianyuan Zhan, Guyue Zhou
2021 J jnl
PAG-YOLO: A Portable Attention-Guided YOLO Network for Small Ship Detection.
Remote. Sens.
Jianming Hu, Xiyang Zhi, Tianjun Shi, Wei Zhang, Yang Cui, Shenggang Zhao
2021 J jnl
Ship Detection via Dilated Rate Search and Attention-Guided Feature Representation.
Remote. Sens.
Jianming Hu, Xiyang Zhi, Tianjun Shi, Lijian Yu, Wei Zhang
2021 J jnl
Small-Sized Vehicle Detection in Remote Sensing Image Based on Keypoint Detection.
Remote. Sens.
Lijian Yu, Xiyang Zhi, Jianming Hu, Shikai Jiang, Wei Zhang, Wenbin Chen
2021 — conf
Vehicle Re-Identification and Tracking Based on Video Segmentation.
CSAE
Liangru Xiang, Zhijia Yu, Jianming Hu, Yi Zhang
2020 J jnl
A new wind power interval prediction approach based on reservoir computing and a quality-driven loss function.
Appl. Soft Comput.
Jianming Hu, Yingying Lin, Jingwei Tang, Jing Zhao
2020 J jnl
Cooperative Control for Multi-Intersection Traffic Signal Based on Deep Reinforcement Learning and Imitation Learning.
IEEE Access
Yusen Huo, Qinghua Tao, Jianming Hu
2020 — conf
Graph Attention Convolutional Network: Spatiotemporal Modeling for Urban Traffic Prediction.
ITSC
Qingyu Song, Ruibo Ming, Jianming Hu, Haoyi Niu, Mingyang Gao
2020 J jnl
Salient Ship Detection via Background Prior and Foreground Constraint in Remote Sensing Images.
Remote. Sens.
Jianming Hu, Xiyang Zhi, Wei Zhang, Longfei Ren, Lorenzo Bruzzone
2020 J jnl
Tactical Decision Making for Emergency Vehicles based on a Combinational Learning Method.
CoRR
Haoyi Niu, Jianming Hu
2019 — conf
An Optimal Control Based Motion Planning Method in the Environment of Positioning Errors.
ITSC
Zezhong Wang, Huile Xu, Yi Zhang, Jianming Hu
2019 — conf
Convolutional Trajectory Similarity Model: a faster method for trajectory similarity measurement.
ITSC
Jiayi Guo, Ruobing Zhang, Jianming Hu, Yinan Jiang, Xin Pei
2019 J jnl
Cooperative Lane Changing via Deep Reinforcement Learning.
CoRR
Guan Wang, Jianming Hu, Zhiheng Li, Li Li
2019 — conf
Learning Dynamic Graph Embedding for Traffic Flow Forecasting: A Graph Self-Attentive Method.
ITSC
Zifeng Kang, Hanwen Xu, Jianming Hu, Xin Pei
2019 J jnl
Tensor-based Cooperative Control for Large Scale Multi-intersection Traffic Signal Using Deep Reinforcement Learning and Imitation Learning.
CoRR
Yusen Huo, Qinghua Tao, Jianming Hu
2019 — conf
Traffic Signal Control for Isolated Intersection Based on Coordination Game and Pareto Efficiency.
ITSC
Yang Zhao, Yiwen Liang, Jianming Hu, Zuo Zhang
2019 — conf
Training Reinforcement Learning Agent for Traffic Signal Control under Different Traffic Conditions.
ITSC
Jinghong Zeng, Jianming Hu, Yi Zhang
2019 — conf
Vehicle Trajectory Prediction Using Intention-based Conditional Variational Autoencoder.
ITSC
Xidong Feng, Zhepeng Cen, Jianming Hu, Yi Zhang
2018 B conf
Adaptive Traffic Signal Control with Deep Recurrent Q-learning.
Intelligent Vehicles Symposium
Jinghong Zeng, Jianming Hu, Yi Zhang
2018 — conf
Cooperative Adaptive Cruise Control in Vehicle Platoon under Environment of i-VICS.
ITSC
Jishiyu Ding, Huaxin Pei, Jianming Hu, Yi Zhang
2018 B conf
On-Road i-Vics Management for Blockage of Abreast Low Speed Vehicles Near Signalized Intersections.
Intelligent Vehicles Symposium
Kaizhe Hou, Jianming Hu, Yi Zhang
2017 B conf
Centralized cooperative intersection control under automated vehicle environment.
Intelligent Vehicles Symposium
Jishiyu Ding, Huile Xu, Jianming Hu, Yi Zhang
2017 J jnl
Person re-identification by unsupervised video matching.
Pattern Recognit.
Xiaolong Ma, Xiatian Zhu, Shaogang Gong, Xudong Xie, Jianming Hu, Kin-Man Lam, Yisheng Zhong
2017 B conf
Queue length estimation at isolated intersections based on intelligent vehicle infrastructure cooperation systems.
Intelligent Vehicles Symposium
Huile Xu, Jishiyu Ding, Yi Zhang, Jianming Hu
2016 — conf
A probabilistic approach for traffic state estimation.
ITSC
Haobo Gu, Jianming Hu, Xin Pei, Yi Zhang
2016 — conf
An effective simulation model for multi-line metro systems based on origin-destination data.
ITSC
Jiaxuan You, Wei Guo, Yi Zhang, Jianming Hu
2016 J jnl
Global optimization framework for real-time route guidance via variable message sign.
CoRR
Bai Liu, Ke Han, Jianming Hu
2016 J jnl
Person Re-Identification by Unsupervised Video Matching.
CoRR
Xiaolong Ma, Xiatian Zhu, Shaogang Gong, Xudong Xie, Jianming Hu, Kin-Man Lam, Yisheng Zhong
2015 — conf
A stereo visual odometry based on SURF feature and three consecutive frames.
ISC2
Yong Ren, Xudong Xie, Jianming Hu, Zhiheng Li
2015 — conf
An Analysis on Stochastic Broadcast Range in VANET Based on Generalized Packet Loss Model.
ITSC
Yizhi Wang, Yi Zhang, Jianming Hu, Xin Pei
2015 J jnl
Saliency detection based on singular value decomposition.
J. Vis. Commun. Image Represent.
Xiaolong Ma, Xudong Xie, Kin-Man Lam, Jianming Hu, Yisheng Zhong
2014 B conf
A SIFT-based mean shift algorithm for moving vehicle tracking.
Intelligent Vehicles Symposium
Wei Liang, Xudong Xie, Jianhua Wang, Yi Zhang, Jianming Hu
2014 — conf
A method of passengers detection inside the subway under complex circumstances.
ITSC
Hanjie Ye, Xudong Xie, Jianming Hu
2014 — conf
An effective method for fog-degraded traffic image enhancement.
SOLI
Zhaojun Yuan, Xudong Xie, Jianming Hu, Yi Zhang, Danya Yao
2014 — conf
Traffic flow forecasting with particle swarm optimization and support vector regression.
ITSC
Jianming Hu, Pan Gao, Yunfei Yao, Xudong Xie
2014 — conf
Traffic prediction, data compression, abnormal data detection and missing data imputation: An integrated study based on the decomposition of traffic time series.
ITSC
Li Li, Xiaonan Su, Yi Zhang, Jianming Hu, Zhiheng Li
2013 — conf
A traffic efficiency promotion algorithm for urban arterial roads based on speed guidance.
ICCVE
Bowen Yang, Yizhi Wang, Jianming Hu, Yunxiao Deng
2012 — conf
A study on speed control of safe merging using game theory.
ICVES
Xiaobo Li, Jianming Hu, Yi Zhang
2012 — conf
Kinematic Modeling of a Heavy-Duty Forging Manipulator.
ICIRA (3)
Wenhua Ding, Hua Deng, Jianming Hu
2012 — conf
Simulating coherent flow with cellular automaton model.
ITSC
Yichen Zheng, Yi Zhang, Jianming Hu, Li Li, Xin Pei
2012 — conf
The optimal discretized timing plan for individual oversaturated intersections.
ITSC
Bin Zou, Jianming Hu, Yi Zhang
2011 — conf
A control model for human steering actions during lane change based on NGSIM dataset.
ITSC
Qi Wang, Jiajie Zhang, Li Li, Jianming Hu
2011 — conf
Dynamic capacity estimation of urban expressway based on Dempster-Shafer evidence theory.
ITSC
Hao Zhou, Jianming Hu, Yi Zhang
2011 B conf
Short-time traffic flow prediction with ARIMA-GARCH model.
Intelligent Vehicles Symposium
Chenyi Chen, Jianming Hu, Qiang Meng, Yi Zhang
2010 — conf
Analysis on traffic flow data and extraction of nonlinear characteristic quantities.
ITSC
Jianming Hu, Yin Wang, Zuo Zhang, Di Li
2010 — conf
Cell-based simulation and estimation of urban traffic network.
ITSC
Chenyi Chen, Jianming Hu, Yin Wang
2010 — conf
Modeling and clustering network-level urban traffic status based on traffic flow assignment ratios.
ITSC
Li Qu, Jianming Hu, Yi Zhang
2010 — conf
Urban traffic network modeling and short-term traffic flow forecasting based on GSTARIMA model.
ITSC
Xinyu Min, Jianming Hu, Zuo Zhang
2009 — conf
Detection of urban traffic flow's synchronized oscillations using spectral envelope.
ITSC
Tingting Zhao, Li Li, Jianming Hu, Yi Zhang, Zuo Zhang, Zhiheng Li
2009 J jnl
PCA based Hurst exponent estimator for fBm signals under disturbances.
IEEE Trans. Signal Process.
Li Li, Jianming Hu, Yudong Chen, Yi Zhang
2009 J jnl
PPCA-Based Missing Data Imputation for Traffic Flow Volume: A Systematical Approach.
IEEE Trans. Intell. Transp. Syst.
Li Qu, Jianming Hu, Li Li, Yi Zhang
2009 — conf
Research on Urban Traffic and Dynamic Revolution Based on Visualized Model.
CSIE (2)
Guangwei Zhang, Jianming Hu, Rui Ma, Yingjia He, Yi Zhang
2009 — conf
Short-term traffic flow forecasting of urban network based on dynamic STARIMA model.
ITSC
Xinyu Min, Jianming Hu, Qi Chen, Tongshuai Zhang, Yi Zhang
2009 — conf
Urban Road Network Modeling and Real-Time Prediction Based on Householder Transformation and Adjacent Vector.
ISNN (3)
Shuo Deng, Jianming Hu, Yin Wang, Yi Zhang
2009 — conf
Urban Traffic Flow Forecasting Based on Adaptive Hinging Hyperplanes.
AICI
Yang Lu, Jianming Hu, Jun Xu, Shuning Wang
2009 — conf
Using 3S technology to estimate OD matrix.
ITSC
Bin Deng, Jianming Hu, Zhiguang Dai, Li He, Zuo Zhang
2008 — conf
An Urban Intersection Model Based on Multi-commodity Kinematic Wave Theories.
ITSC
Liang Chen, Wen-Long Jin, Jianming Hu, Yi Zhang
2008 — conf
An approximation algorithm for sensor network nodes deployment.
ICVES
Yan Ji, Jianming Hu, Li Li, Fa Wang
2008 — conf
Short-Term Traffic Flow Forecasting Based on MARS.
FSKD (5)
Shengqi Ye, Yingjia He, Jianming Hu, Zuo Zhang
2008 — conf
The Markov-Gap CA Model for Entering Gaps and Departure Headways at Signalized Intersections.
ITSC
Fa Wang, Yan Ji, Li Li, Jianming Hu
2007 — conf
A Flow Volumes Data Compression Approach for Traffic Network Based on Principal Component Analysis.
ITSC
Li Qu, Jianming Hu, Yi Zhang
2007 A conf
A Reliable Logo and Replay Detector for Sports Video.
ICME
Qiao Huang, Jianming Hu, Wei Hu, Tao Wang, Hongliang Bai, Yimin Zhang
2007 — conf
Mining for Similarities in Urban Traffic Flow Using Wavelets.
ITSC
Yudong Cheng, Yi Zhang, Jianming Hu, Li Li
2006 A conf
A Novel Calibration System for a Space Manipulator.
IROS
Jingyan Song, Danya Yao, Jianming Hu, Jingran Ma, Jingchun Wang
2006 — conf
Pattern Discovering of Regional Traffic Status with Self-Organizing Maps.
ITSC
Yudong Chen, Yi Zhang, Jianming Hu, Danya Yao
2006 — conf
Radial Basis Function Network for Traffic Scene Classification in Single Image Mode.
ISNN (2)
Qiao Huang, Jianming Hu, Jingyan Song, Tianliang Gao
2005 — conf
Architecture and simulation of sensor network system for urban surveillance.
ROBIO
Xi Shi, Jianming Hu, Yangsheng Xu, Jingyan Song
2005 — conf
Optimal Design for Urban Mass Transit Network Based on Evolutionary Algorithms.
ICNC (2)
Jianming Hu, Xi Shi, Jingyan Song, Yangsheng Xu
2003 B conf
A novel networked traffic parameter forecasting method based on Markov chain model.
SMC
Jianming Hu, Jingyan Song, Guoqiang Yu, Yi Zhang
2002 J jnl
Automatic Detection and Verification of Text Regions in News Video Frames.
Int. J. Pattern Recognit. Artif. Intell.
Jianming Hu, Jie Xi, Lide Wu
2002 J jnl
Page segmentation of Chinese newspapers.
Pattern Recognit.
Jie Xi, Jianming Hu, Lide Wu
2001 — conf
Page Segmentation of Chinese Newspaper.
PRIS
Jie Xi, Jianming Hu, Lide Wu
1999 J jnl
Construction of partitioning paths for touching handwritten characters.
Pattern Recognit. Lett.
Jianming Hu, Donggang Yu, Hong Yan
1999 J jnl
Locating head and face boundaries for head-shoulder images.
Pattern Recognit.
Jianming Hu, Hong Yan, Mustafa Sakalli
1998 J jnl
A Model-Based Segmentation Method for Handwritten Numeral Strings.
Comput. Vis. Image Underst.
Jianming Hu, Hong Yan
1998 J jnl
A multiple point boundary smoothing algorithm, .
Pattern Recognit. Lett.
Jianming Hu, Donggang Yu, Hong Yan
1998 B conf
Algorithms for partitioning path construction of handwritten numeral strings.
ICPR
Jianming Hu, Donggang Yu, Hong Yan
1998 — conf
Locating Segmentation Regions of Connected Handwritten Digits.
SSPR/SPR
Jianming Hu, Hong Yan
1998 — conf
Structural Boundary Feature Extraction for Printed Character Recognition.
SSPR/SPR
Jianming Hu, Donggang Yu, Hong Yan
1998 J jnl
Structural primitive extraction and coding for handwritten numeral recognition.
Pattern Recognit.
Jianming Hu, Hong Yan
1996 B conf
Structural decomposition and description of printed and handwritten characters.
ICPR
Jianming Hu, Hong Yan