Junchi Bin

According to our database, Junchi Bin authored at least 21 papers between 2018 and 2026.

Collaborative distances:

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

2026

BERTC: A new Bayesian exponential regularized tensor completion method for sparse geomagnetic time series data.

Huan Liu, Guoyu Li, Junchi Bin, Haobin Dong, Zheng Liu

Neurocomputing, 2026

2025

PVD: A Detection Framework for Parking Vehicles on Highways From Oblique UAV Images.

Junchi Bin, Jiahao Guo, Guiying Liu, Zhenhua Jiang, Mengwei Liu, Changan Yuan, Xiaoping Liu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024

Vision Fourier transformer empowered multi-modal imaging system for ethane leakage detection.

Junchi Bin, Shane Rogers, Zheng Liu

Inf. Fusion, 2024

2023

Foreground Fusion-Based Liquefied Natural Gas Leak Detection Framework From Surveillance Thermal Imaging.

Junchi Bin, Zhila Bahrami, Choudhury A. Rahman, Shan Du, Shane Rogers, Zheng Liu

IEEE Trans. Emerg. Top. Comput. Intell., August, 2023

The registration of visible and thermal images through multi-objective optimization.

Junchi Bin, Heqing Zhang, Zhila Bahrami, Ran Zhang, Huan Liu, Erik Blasch, Zheng Liu

Inf. Fusion, July, 2023

RHPMF: A context-aware matrix factorization approach for understanding regional real estate market.

Junchi Bin, Bryan Gardiner, Huan Liu, Eric Li, Zheng Liu

Inf. Fusion, June, 2023

Multimodal Object Detection by Channel Switching and Spatial Attention.

Yue Cao, Junchi Bin, Jozsef Hamari, Erik Blasch, Zheng Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Lightweight Transformer for Multi-Modal Object Detection (Student Abstract).

Yue Cao, Yanshuo Fan, Junchi Bin, Zheng Liu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

An Efficient and Uncertainty-Aware Decision Support System for Disaster Response Using Aerial Imagery.

Junchi Bin, Ran Zhang, Rui Wang, Yue Cao, Yufeng Zheng, Erik Blasch, Zheng Liu

Sensors, 2022

AutoFuse: An Iterative Visible-Infrared Image Fusion Framework Based on Wavelet Autoencoder.

Junchi Bin, Ran Zhang, Kasun Hewage, Zheng Liu

Proceedings of the 10th International Conference on Computer and Communications Management, 2022

A Multimodal Fusion-Based LNG Detection for Monitoring Energy Facilities (Student Abstract).

Junchi Bin, Choudhury A. Rahman, Shane Rogers, Shan Du, Zheng Liu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Multiple-Order Graphical Deep Extreme Learning Machine for Unsupervised Fault Diagnosis of Rolling Bearing.

Xiaoli Zhao, Minping Jia, Junchi Bin, Teng Wang, Zheng Liu

IEEE Trans. Instrum. Meas., 2021

SGCast: A New Forecasting Framework for Multilocation Geomagnetic Data With Missing Traces Based on Matrix Factorization.

Huan Liu, Junchi Bin, Yihao Liu, Haobin Dong, Zheng Liu, Nezih Mrad, Erik Blasch

IEEE Trans. Instrum. Meas., 2021

Tensor-Based Approach for Liquefied Natural Gas Leakage Detection From Surveillance Thermal Cameras: A Feasibility Study in Rural Areas.

Junchi Bin, Choudhury A. Rahman, Shane Rogers, Zheng Liu

IEEE Trans. Ind. Informatics, 2021

Certifiable Artificial Intelligence Through Data Fusion.

Erik Blasch, Junchi Bin, Zheng Liu

CoRR, 2021

Cross Languages One-Versus-All Speech Emotion Classifier.

Xiangrui Liu, Junchi Bin, Huakang Li

Proceedings of the Neural Computing for Advanced Applications, 2021

2020

Multi-source urban data fusion for property value assessment: A case study in Philadelphia.

Junchi Bin, Bryan Gardiner, Eric Li, Zheng Liu

Neurocomputing, 2020

GPU-Accelerated Tensor Decomposition for Moving Object Detection from Multimodal Imaging.

Junchi Bin, Meng Kang, Zheng Liu

Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

2019

A Nonlinear Regression Application via Machine Learning Techniques for Geomagnetic Data Reconstruction Processing.

Huan Liu, Zheng Liu, Shuo Liu, Yihao Liu, Junchi Bin, Fang Shi, Haobin Dong

IEEE Trans. Geosci. Remote. Sens., 2019

Attention-based multi-modal fusion for improved real estate appraisal: a case study in Los Angeles.

Junchi Bin, Bryan Gardiner, Zheng Liu, Eric Li

Multim. Tools Appl., 2019

2018

Wind turbine ice assessment through inductive transfer learning.

Chengkai Zhang, Junchi Bin, Zheng Liu

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018