Xiaobing Dai

According to our database, Xiaobing Dai authored at least 22 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Attention-Based Progressive Discrimination Generative Adversarial Networks for Polarimetric Image Demosaicing.

Yuxuan Guo, Xiaobing Dai, Shaoju Wang, Guang Jin, Xuemin Zhang

IEEE Trans. Computational Imaging, 2024

Learning-Based Prescribed-Time Safety for Control of Unknown Systems With Control Barrier Functions.

Tzu-Yuan Huang, Sihua Zhang, Xiaobing Dai, Alexandre Capone, Velimir Todorovski, Stefan Sosnowski, Sandra Hirche

IEEE Control. Syst. Lett., 2024

Learning-based Parameterized Barrier Function for Safety-Critical Control of Unknown Systems.

Sihua Zhang, Di-Hua Zhai, Xiaobing Dai, Tzu-Yuan Huang, Yuanqing Xia, Sandra Hirche

CoRR, 2024

Kernel-based Learning for Safe Control of Discrete-Time Unknown Systems under Incomplete Observations.

Zewen Yang, Xiaobing Dai, Weijie Yang, Bahar Ilgen, Aleksandar Anzel, Georges Hattab

CoRR, 2024

Decentralized Event-Triggered Online Learning for Safe Consensus of Multi-Agent Systems with Gaussian Process Regression.

Xiaobing Dai, Zewen Yang, Mengtian Xu, Fangzhou Liu, Georges Hattab, Sandra Hirche

CoRR, 2024

Whom to Trust? Elective Learning for Distributed Gaussian Process Regression.

Zewen Yang, Xiaobing Dai, Akshat Dubey, Sandra Hirche, Georges Hattab

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Cooperative Learning with Gaussian Processes for Euler-Lagrange Systems Tracking Control Under Switching Topologies.

Zewen Yang, Songbo Dong, Armin Lederer, Xiaobing Dai, Siyu Chen, Stefan Sosnowski, Georges Hattab, Sandra Hirche

Proceedings of the American Control Conference, 2024

2023

Improved Generalized IHS Based on Total Variation for Pansharpening.

Xuefeng Zhang, Xiaobing Dai, Xuemin Zhang, Yuchen Hu, Yingdong Kang, Guang Jin

Remote. Sens., 2023

Semi-automated Thermal Envelope Model Setup for Adaptive Model Predictive Control with Event-triggered System Identification.

Lu Wan, Xiaobing Dai, Torsten Welfonder, Ekaterina Petrova, Pieter Pauwels

CoRR, 2023

Distributed Event-Triggered Online Learning for Multi-Agent System Control using Gaussian Process Regression.

Xiaobing Dai, Zewen Yang, Mengtian Xu, Sandra Hirche

CoRR, 2023

Fast IMU-based Dual Estimation of Human Motion and Kinematic Parameters via Progressive In-Network Computing.

Xiaobing Dai, Huanzhuo Wu, Siyi Wang, Junjie Jiao, Giang T. Nguyen, Frank H. P. Fitzek, Sandra Hirche

CoRR, 2023

Can Learning Deteriorate Control? Analyzing Computational Delays in Gaussian Process-Based Event-Triggered Online Learning.

Xiaobing Dai, Armin Lederer, Zewen Yang, Sandra Hirche

Proceedings of the Learning for Dynamics and Control Conference, 2023

Learning-based Control for PMSM Using Distributed Gaussian Processes with Optimal Aggregation Strategy.

Zhenxiao Yin, Xiaobing Dai, Zewen Yang, Yang Shen, Georges Hattab, Hang Zhao

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

2021

Locality-constrained sparse representation for hyperspectral image classification.

Yuanshu Zhang, Yong Ma, Xiaobing Dai, Hao Li, Xiaoguang Mei, Jiayi Ma

Inf. Sci., 2021

Dynamics Modelling and Simulation of Super Truss Element based on Non-linear Beam Element.

Lingchong Gao, Xiaobing Dai, Michael Kleeberger, Johannes Fottner

Proceedings of the 11th International Conference on Simulation and Modeling Methodologies, 2021

2019

Multifeature-Based Discriminative Label Consistent K-SVD for Hyperspectral Image Classification.

Yong Ma, Yuanshu Zhang, Xiaoguang Mei, Xiaobing Dai, Jiayi Ma

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Spectral-Spatial Attention Networks for Hyperspectral Image Classification.

Xiaoguang Mei, Erting Pan, Yong Ma, Xiaobing Dai, Jun Huang, Fan Fan, Qinglei Du, Hong Zheng, Jiayi Ma

Remote. Sens., 2019

Hyperspectral Unmixing with Gaussian Mixture Model and Low-Rank Representation.

Yong Ma, Qiwen Jin, Xiaoguang Mei, Xiaobing Dai, Fan Fan, Hao Li, Jun Huang

Remote. Sens., 2019

Visible/Infrared Combined 3D Reconstruction Scheme Based on Nonrigid Registration of Multi-Modality Images With Mixed Features.

Yong Ma, Yuchen Wang, Xiaoguang Mei, Chengyin Liu, Xiaobing Dai, Fan Fan, Jun Huang

IEEE Access, 2019

Spectral-Spatial Classification of Hyperspectral Image based on a Joint Attention Network.

Erting Pan, Yong Ma, Xiaoguang Mei, Xiaobing Dai, Fan Fan, Xin Tian, Jiayi Ma

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

GRU with Spatial Prior for Hyperspectral Image Classification.

Erting Pan, Yong Ma, Xiaobing Dai, Fan Fan, Jun Huang, Xiaoguang Mei, Jiayi Ma

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Gaussian Mixture Model for Hyperspectral Unmixing with Low-Rank Representation.

Qiwen Jin, Yong Ma, Xiaoguang Mei, Xiaobing Dai, Hao Li, Fan Fan, Jun Huang

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019