Junbin Liu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 19

Top Topics

Negative Matrix Factorization

Variational Inference

Top Venues

Comput. Electron. Agric.

Publications

Yuening Li, Xiao Fu, Junbin Liu, Wing-Kin Ma
Hyperspectral Unmixing Under Endmember Variability: A Variational Inference Framework. CoRR (2024)
Yigui Huang, Deqin Xiao, Junbin Liu, Youfu Liu, Zujie Tan, Xiangyang Hui, Senpeng Huang
Analysis of pig activity level and body temperature variation based on ear tag data. Comput. Electron. Agric. 219 (2024)
Ya Liu, Junbin Liu, Wing-Kin Ma
Cardinality-Constrained Binary Quadratic Optimization via Extreme Point Pursuit, with Application to the Densest K-Subgraph Problem. ICASSP (2024)
Wugen Zhou, Youqi Pan, Junbin Liu, Tao Wang, Hongbin Zha
Visual-Inertial-Wheel Odometry With Wheel-Aided Maximum-a-Posteriori Initialization for Ground Robots. IEEE Robotics Autom. Lett. 9 (5) (2024)
Mingjie Shao, Wing-Kin Ma, Junbin Liu, Zihao Huang
Accelerated and Deep Expectation Maximization for One-Bit MIMO-OFDM Detection. IEEE Trans. Signal Process. 72 (2024)
Bin Zhang, Deqin Xiao, Junbin Liu, Senpeng Huang, Yigui Huang, Tanyu Lin
Pig eye area temperature extraction algorithm based on registered images. Comput. Electron. Agric. 217 (2024)
Yigui Huang, Deqin Xiao, Junbin Liu, Zhujie Tan, Kejian Liu, Miaobin Chen
An Improved Pig Counting Algorithm Based on YOLOv5 and DeepSORT Model. Sensors 23 (14) (2023)
Junbin Liu, Mingjie Shao, Wing-Kin Ma
Probabilistic Semi-Nonnegative Matrix Factorization via Maximum-Likelihood and Variational Inference. EUSIPCO (2023)
He Li, Danni Hong, Zhenwei Zhou, Xiangning Li, Junbin Liu
Fault Diagnosis of Avionics System Based on Improved CNN and BiLSTM. ACAI (2023)
Junbin Liu, Mingjie Shao, Wing-Kin Ma
Mimo Detection by Variational Posterior Inference. ICASSP (2022)
Mingjie Shao, Wing-Kin Ma, Junbin Liu, Zihao Huang
Accelerated and Deep Expectation Maximization for One-Bit MIMO-OFDM Detection. CoRR (2022)
Linlin Shi, Pengfei Yu, Shilie He, Zhenwei Zhou, Chen Sun, Linghui Meng, Junbin Liu
Simulation Analysis and Prediction Model of Aircraft Electrostatic Discharge Based on Machine Learning. ACAI (2021)
Linlin Shi, Pengfei Yu, Shilie He, Zhenwei Zhou, Linghui Meng, Junbin Liu
Degradation Characteristics Analysis and Fault Prediction of Switching Power Supply Based on Data Mining. MLMI (2021)
Junbin Liu, Xiaolan Qiu, Chibiao Ding
The First Attempt of SAR Visual-Inertial Odometry. IEEE Trans. Geosci. Remote. Sens. 59 (1) (2021)
Linlin Shi, Pengfei Yu, Zhenwei Zhou, Shilie He, Linghui Meng, Junbin Liu, Yun Huang
DC-DC power supply fault prediction and analysis based on monitoring parameter simulation and LSTM network model. ACAI (2021)
Junbin Liu, Xiaolan Qiu, Lijia Huang, Chibiao Ding
Curved-Path SAR Geolocation Error Analysis Based on BP Algorithm. IEEE Access 7 (2019)
Junbin Liu, Xiaolan Qiu, Lijia Huang, Chibiao Ding, Ming Liu
Curved-Path SAR Geolocation Error Analysis Based on BP Algorithm. IGARSS (2018)
Junbin Liu, Sridha Sridharan, Clinton Fookes
Recent Advances in Camera Planning for Large Area Surveillance: A Comprehensive Review. ACM Comput. Surv. 49 (1) (2016)
Yiran Shen, Wen Hu, Mingrui Yang, Junbin Liu, Bo Wei, Simon Lucey, Chun Tung Chou
Real-Time and Robust Compressive Background Subtraction for Embedded Camera Networks. IEEE Trans. Mob. Comput. 15 (2) (2016)
Junbin Liu, Sridha Sridharan, Clinton Fookes, Tim Wark
Optimal Camera Planning Under Versatile User Constraints in Multi-Camera Image Processing Systems. IEEE Trans. Image Process. 23 (1) (2014)
Yan Liu, Qiang Wang, Junbin Liu, Juan Chen, Tim Wark
An Efficient and Effective Localization Method for Networked Disjoint Top-View Cameras. IEEE Trans. Instrum. Meas. 62 (9) (2013)
Yiran Shen, Wen Hu, Mingrui Yang, Junbin Liu, Chun Tung Chou
Efficient background subtraction for tracking in embedded camera networks. IPSN (2012)
Junbin Liu, Clinton Fookes, Tim Wark, Sridha Sridharan
On the Statistical Determination of Optimal Camera Configurations in Large Scale Surveillance Networks. ECCV (1) (2012)
Yiran Shen, Wen Hu, Junbin Liu, Mingrui Yang, Bo Wei, Chun Tung Chou
Efficient background subtraction for real-time tracking in embedded camera networks. SenSys (2012)
Junbin Liu, Tim Wark, Ruan Lakemond, Sridha Sridharan
Self-calibration of wireless cameras with restricted degrees of freedom. Comput. Vis. Image Underst. 116 (10) (2012)
Yan Liu, Qiang Wang, Junbin Liu, Tim Wark
MCMC-based indoor localization with a smart phone and sparse WiFi access points. PerCom Workshops (2012)
Junbin Liu, Tim Wark, Steven Martin, Peter Corke, Matthew D'Souza
Distributed object tracking with robot and disjoint camera networks. PerCom Workshops (2011)
Damien O'Rourke, Junbin Liu, Tim Wark, Wen Hu, Darren Moore, Leslie Overs, Raja Jurdak
Towards a framework for a versatile wireless multimedia sensor network platform. IPSN (2010)