Jianming Hu

Orcid: 0000-0001-8065-7309

According to our database1, Jianming Hu authored at least 116 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Synthetic Datasets for Autonomous Driving: A Survey.
IEEE Trans. Intell. Veh., January, 2024

A novel time series probabilistic prediction approach based on the monotone quantile regression neural network.
Inf. Sci., January, 2024

Multiscale Progressive Fusion Filter Network for Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Visual-Textual Cross-Modal Interaction Network for Radiology Report Generation.
IEEE Signal Process. Lett., 2024

Adaptive Testing Environment Generation for Connected and Automated Vehicles with Dense Reinforcement Learning.
CoRR, 2024

A Comprehensive Survey of Cross-Domain Policy Transfer for Embodied Agents.
CoRR, 2024

Few-Shot Scenario Testing for Autonomous Vehicles Based on Neighborhood Coverage and Similarity.
CoRR, 2024

A Survey on Video Prediction: From Deterministic to Generative Approaches.
CoRR, 2024

2023
Ship Detection via Multi-Scale Deformation Modeling and Fine Region Highlight-Based Loss Function.
Remote. Sens., September, 2023

Adaptive Feature Fusion With Attention-Guided Small Target Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Local Adaptive Prior-Based Image Restoration Method for Space Diffraction Imaging Systems.
IEEE Trans. Geosci. Remote. Sens., 2023

Stackelberg Driver Model for Continual Policy Improvement in Scenario-Based Closed-Loop Autonomous Driving.
CoRR, 2023

Continual Driving Policy Optimization with Closed-Loop Individualized Curricula.
CoRR, 2023

H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps.
CoRR, 2023

A probabilistic forecasting approach for air quality spatio-temporal data based on kernel learning method.
Appl. Soft Comput., 2023

(Re)<sup>2</sup>H2O: Autonomous Driving Scenario Generation via Reversely Regularized Hybrid Offline-and-Online Reinforcement Learning.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

PhaseLight: An Universal and Practical Traffic Signal Control Algorithms Based on Reinforcement Learning.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Bird's Eye View Map for End-to-end Autonomous Driving Using Reinforcement Learning.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2023

Quality Assessment of Image Dataset for Autonomous Driving.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2023

2022
Harmonious Lane Changing via Deep Reinforcement Learning.
IEEE Trans. Intell. Transp. Syst., 2022

Global Information Transmission Model-Based Multiobjective Image Inversion Restoration Method for Space Diffractive Membrane Imaging Systems.
IEEE Trans. Geosci. Remote. Sens., 2022

Supervised Multi-Scale Attention-Guided Ship Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Feature-Enhanced CenterNet for Small Object Detection in Remote Sensing Images.
Remote. Sens., 2022

Influence of Space Variability on Remote Sensing Image Restoration Performances.
IEEE Geosci. Remote. Sens. Lett., 2022

SoccerNet 2022 Challenges Results.
CoRR, 2022

When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Transformer-based System for Action Spotting in Soccer Videos.
Proceedings of the MMSports@MM 2022: Proceedings of the 5th International ACM Workshop on Multimedia Content Analysis in Sports, 2022


3D Multi-Object Tracking Based on Radar-Camera Fusion.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

2021
Small-Sized Vehicle Detection in Remote Sensing Image Based on Keypoint Detection.
Remote. Sens., 2021

PAG-YOLO: A Portable Attention-Guided YOLO Network for Small Ship Detection.
Remote. Sens., 2021

Ship Detection via Dilated Rate Search and Attention-Guided Feature Representation.
Remote. Sens., 2021

ModEL: A Modularized End-to-end Reinforcement Learning Framework for Autonomous Driving.
CoRR, 2021

Integrating a softened multi-interval loss function into neural networks for wind power prediction.
Appl. Soft Comput., 2021

Bi-directional Attention Feature Enhancement for Video Instance Segmentation.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

An Improved Model of Driving Risk Field for Connected and Automated Vehicles.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Vehicle Re-Identification and Tracking Based on Video Segmentation.
Proceedings of the CSAE 2021: The 5th International Conference on Computer Science and Application Engineering, Sanya, China, October 19, 2021

An IVIS Typical Scene Generation Algorithm Based on Traffic Big Data.
Proceedings of the CSAE 2021: The 5th International Conference on Computer Science and Application Engineering, Sanya, China, October 19, 2021

DR2L: Surfacing Corner Cases to Robustify Autonomous Driving via Domain Randomization Reinforcement Learning.
Proceedings of the CSAE 2021: The 5th International Conference on Computer Science and Application Engineering, Sanya, China, October 19, 2021

Extreme Scenario Generation Based on Adversarial Attack.
Proceedings of the CSAE 2021: The 5th International Conference on Computer Science and Application Engineering, Sanya, China, October 19, 2021

An Intelligent Lane Changing Decision Method for Connected Vehicles.
Proceedings of the CSAE 2021: The 5th International Conference on Computer Science and Application Engineering, Sanya, China, October 19, 2021

2020
Salient Ship Detection via Background Prior and Foreground Constraint in Remote Sensing Images.
Remote. Sens., 2020

Tactical Decision Making for Emergency Vehicles based on a Combinational Learning Method.
CoRR, 2020

A new wind power interval prediction approach based on reservoir computing and a quality-driven loss function.
Appl. Soft Comput., 2020

Cooperative Control for Multi-Intersection Traffic Signal Based on Deep Reinforcement Learning and Imitation Learning.
IEEE Access, 2020

Graph Attention Convolutional Network: Spatiotemporal Modeling for Urban Traffic Prediction.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2019
Tensor-based Cooperative Control for Large Scale Multi-intersection Traffic Signal Using Deep Reinforcement Learning and Imitation Learning.
CoRR, 2019

Cooperative Lane Changing via Deep Reinforcement Learning.
CoRR, 2019

Traffic Signal Control for Isolated Intersection Based on Coordination Game and Pareto Efficiency.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Training Reinforcement Learning Agent for Traffic Signal Control under Different Traffic Conditions.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

An Optimal Control Based Motion Planning Method in the Environment of Positioning Errors.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Learning Dynamic Graph Embedding for Traffic Flow Forecasting: A Graph Self-Attentive Method.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Convolutional Trajectory Similarity Model: a faster method for trajectory similarity measurement.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Vehicle Trajectory Prediction Using Intention-based Conditional Variational Autoencoder.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018
Adaptive Traffic Signal Control with Deep Recurrent Q-learning.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

On-Road i-Vics Management for Blockage of Abreast Low Speed Vehicles Near Signalized Intersections.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Cooperative Adaptive Cruise Control in Vehicle Platoon under Environment of i-VICS.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017
Person re-identification by unsupervised video matching.
Pattern Recognit., 2017

Queue length estimation at isolated intersections based on intelligent vehicle infrastructure cooperation systems.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Centralized cooperative intersection control under automated vehicle environment.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

2016
Global optimization framework for real-time route guidance via variable message sign.
CoRR, 2016

An effective simulation model for multi-line metro systems based on origin-destination data.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

A probabilistic approach for traffic state estimation.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015
Saliency detection based on singular value decomposition.
J. Vis. Commun. Image Represent., 2015

An Analysis on Stochastic Broadcast Range in VANET Based on Generalized Packet Loss Model.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

A stereo visual odometry based on SURF feature and three consecutive frames.
Proceedings of the IEEE First International Smart Cities Conference, 2015

2014
An effective method for fog-degraded traffic image enhancement.
Proceedings of 2014 IEEE International Conference on Service Operations and Logistics, 2014

A SIFT-based mean shift algorithm for moving vehicle tracking.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

A method of passengers detection inside the subway under complex circumstances.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Traffic prediction, data compression, abnormal data detection and missing data imputation: An integrated study based on the decomposition of traffic time series.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Traffic flow forecasting with particle swarm optimization and support vector regression.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

2013
A traffic efficiency promotion algorithm for urban arterial roads based on speed guidance.
Proceedings of the International Conference on Connected Vehicles and Expo, 2013

2012
The optimal discretized timing plan for individual oversaturated intersections.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Simulating coherent flow with cellular automaton model.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

A study on speed control of safe merging using game theory.
Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, 2012

Kinematic Modeling of a Heavy-Duty Forging Manipulator.
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012

2011
Short-time traffic flow prediction with ARIMA-GARCH model.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2011

Dynamic capacity estimation of urban expressway based on Dempster-Shafer evidence theory.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

A control model for human steering actions during lane change based on NGSIM dataset.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

2010
Modeling and clustering network-level urban traffic status based on traffic flow assignment ratios.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

Urban traffic network modeling and short-term traffic flow forecasting based on GSTARIMA model.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

Analysis on traffic flow data and extraction of nonlinear characteristic quantities.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

Cell-based simulation and estimation of urban traffic network.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

2009
PCA based Hurst exponent estimator for fBm signals under disturbances.
IEEE Trans. Signal Process., 2009

PPCA-Based Missing Data Imputation for Traffic Flow Volume: A Systematical Approach.
IEEE Trans. Intell. Transp. Syst., 2009

Detection of urban traffic flow's synchronized oscillations using spectral envelope.
Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems, 2009

Short-term traffic flow forecasting of urban network based on dynamic STARIMA model.
Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems, 2009

Using 3S technology to estimate OD matrix.
Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems, 2009

Urban Road Network Modeling and Real-Time Prediction Based on Householder Transformation and Adjacent Vector.
Proceedings of the Advances in Neural Networks, 2009

Research on Urban Traffic and Dynamic Revolution Based on Visualized Model.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

Urban Traffic Flow Forecasting Based on Adaptive Hinging Hyperplanes.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2009

2008
The Markov-Gap CA Model for Entering Gaps and Departure Headways at Signalized Intersections.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

An Urban Intersection Model Based on Multi-commodity Kinematic Wave Theories.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

An approximation algorithm for sensor network nodes deployment.
Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, 2008

Short-Term Traffic Flow Forecasting Based on MARS.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

2007
A Flow Volumes Data Compression Approach for Traffic Network Based on Principal Component Analysis.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007

Mining for Similarities in Urban Traffic Flow Using Wavelets.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007

A Reliable Logo and Replay Detector for Sports Video.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

2006
Pattern Discovering of Regional Traffic Status with Self-Organizing Maps.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006

Radial Basis Function Network for Traffic Scene Classification in Single Image Mode.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

A Novel Calibration System for a Space Manipulator.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

2005
Architecture and simulation of sensor network system for urban surveillance.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2005

Optimal Design for Urban Mass Transit Network Based on Evolutionary Algorithms.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

2003
A novel networked traffic parameter forecasting method based on Markov chain model.
Proceedings of the IEEE International Conference on Systems, 2003

2002
Page segmentation of Chinese newspapers.
Pattern Recognit., 2002

Automatic Detection and Verification of Text Regions in News Video Frames.
Int. J. Pattern Recognit. Artif. Intell., 2002

2001
Page Segmentation of Chinese Newspaper.
Proceedings of the Pattern Recognition in Information Systems, 2001

1999
Construction of partitioning paths for touching handwritten characters.
Pattern Recognit. Lett., 1999

Locating head and face boundaries for head-shoulder images.
Pattern Recognit., 1999

1998
A multiple point boundary smoothing algorithm, .
Pattern Recognit. Lett., 1998

Structural primitive extraction and coding for handwritten numeral recognition.
Pattern Recognit., 1998

A Model-Based Segmentation Method for Handwritten Numeral Strings.
Comput. Vis. Image Underst., 1998

Structural Boundary Feature Extraction for Printed Character Recognition.
Proceedings of the Advances in Pattern Recognition, 1998

Locating Segmentation Regions of Connected Handwritten Digits.
Proceedings of the Advances in Pattern Recognition, 1998

Algorithms for partitioning path construction of handwritten numeral strings.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1996
Structural decomposition and description of printed and handwritten characters.
Proceedings of the 13th International Conference on Pattern Recognition, 1996


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