Zhenbao Liu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 66

Top Topics

Unsupervised Learning

Rotating Machinery

Tracking Control

Fault Diagnosis

Top Venues

IEEE Trans. Image Process.

IEEE Trans. Instrum. Meas.

Publications

Jinbiao Yuan, Zhenbao Liu, Xiaoyu Xiong, Yunfeng Ai, Long Chen, Bin Tian
UAV Path Planning With Terrain Constraints for Aerial Scanning. IEEE Trans. Intell. Veh. 9 (1) (2024)
Xu Zou, Zhenbao Liu, Baodong Wang, Wen Zhao, Qingqing Dang
Model-Free Control-Based Trajectory Tracking Control of a Tail-Sitter UAV in Hovering Mode. IEEE Trans. Instrum. Meas. 73 (2024)
Shengdong Wang, Zhenbao Liu, Zhen Jia, Wen Zhao, Zihao Li
Intermittent fault diagnosis for electronics-rich analog circuit systems based on multi-scale enhanced convolution transformer network with novel token fusion strategy. Expert Syst. Appl. 238 (Part B) (2024)
Shengdong Wang, Zhenbao Liu, Zhen Jia, Wen Zhao, Zihao Li, Luyao Wang
Intermittent fault diagnosis of analog circuit based on enhanced one-dimensional vision transformer and transfer learning strategy. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Ke Zhao, Zhenbao Liu, Bo Zhao, Haidong Shao
Class-Aware Adversarial Multiwavelet Convolutional Neural Network for Cross-Domain Fault Diagnosis. IEEE Trans. Ind. Informatics 20 (3) (2024)
Xiao Wang, Siyuan Yao, Yong Tang, Sili Yang, Zhenbao Liu
Shadow-aware decomposed transformer network for shadow detection and removal. Pattern Recognit. 156 (2024)
Zhen Jia, Zhenbao Liu, Chi-Man Vong, Shengdong Wang, Yongyi Cai
DC-DC Buck circuit fault diagnosis with insufficient state data based on deep model and transfer strategy. Expert Syst. Appl. 213 (Part) (2023)
Bodi Ma, Zhenbao Liu, Qingqing Dang, Wen Zhao, Jingyan Wang, Yao Cheng, Zhirong Yuan
Deep Reinforcement Learning of UAV Tracking Control Under Wind Disturbances Environments. IEEE Trans. Instrum. Meas. 72 (2023)
Bodi Ma, Zhenbao Liu, Wen Zhao, Jinbiao Yuan, Hao Long, Xiao Wang, Zhirong Yuan
Target Tracking Control of UAV Through Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 24 (6) (2023)
Zhen Jia, Qiqi Yang, Yang Li, Siyu Wang, Peng Xu, Zhenbao Liu
A Fault Diagnosis Strategy for Analog Circuits with Limited Samples Based on the Combination of the Transformer and Generative Models. Sensors 23 (22) (2023)
Shengdong Wang, Zhenbao Liu, Zhen Jia, Zihao Li
Incipient fault diagnosis of analog circuit with ensemble HKELM based on fused multi-channel and multi-scale features. Eng. Appl. Artif. Intell. 117 (Part) (2023)
Zhen Jia, Kai Wang, Yang Li, Zhenbao Liu, Jian Qin, Qiqi Yang
High Precision Feature Fast Extraction Strategy for Aircraft Attitude Sensor Fault Based on RepVGG and SENet Attention Mechanism. Sensors 22 (24) (2022)
Yuecheng Song, Zhenbao Liu, Junwei Han, Wen Zhao, Ni Li
Coordinated Turn of Fixed-Wing Aircraft Under Wind Interface on Integral Backstepping. IEEE Trans. Instrum. Meas. 70 (2021)
Zhen Jia, Zhenbao Liu, Yanfen Gan, Chi-Man Vong, Michael G. Pecht
A Deep Forest-Based Fault Diagnosis Scheme for Electronics-Rich Analog Circuit Systems. IEEE Trans. Ind. Electron. 68 (10) (2021)
Leyang Zhao, Li Yan, Xiao Hu, Jinbiao Yuan, Zhenbao Liu
Efficient and High Path Quality Autonomous Exploration and Trajectory Planning of UAV in an Unknown Environment. ISPRS Int. J. Geo Inf. 10 (10) (2021)
Jiahua Luo, Chi-Man Vong, Zhenbao Liu, Chuangquan Chen
An Inverse-Free and Scalable Sparse Bayesian Extreme Learning Machine for Classification Problems. IEEE Access 9 (2021)
Chao Zhang, Jianrui Feng, Chenxi Hu, Zhenbao Liu, Liye Cheng, Yong Zhou
An Intelligent Fault Diagnosis Method of Rolling Bearing Under Variable Working Loads Using 1-D Stacked Dilated Convolutional Neural Network. IEEE Access 8 (2020)
Chao Zhang, Yibin Zhang, Chenxi Hu, Zhenbao Liu, Liye Cheng, Yong Zhou
A Novel Intelligent Fault Diagnosis Method Based on Variational Mode Decomposition and Ensemble Deep Belief Network. IEEE Access 8 (2020)
Jie Chen, Senyao Chen, Zhenbao Liu, Caikun Luo, Zhengdong Jing, Qingshan Xu
Health Monitoring of Landing Gear Retraction/Extension System Based on Optimized Fuzzy C-Means Algorithm. IEEE Access 8 (2020)
Jie Du, Chi-Man Vong, Chuangquan Chen, Peng Liu, Zhenbao Liu
Supervised Extreme Learning Machine-Based Auto-Encoder for Discriminative Feature Learning. IEEE Access 8 (2020)
Zhenbao Liu, Xubo Liu, Jie Chen, Chen Fang
Altitude Control for Variable Load Quadrotor via Learning Rate Based Robust Sliding Mode Controller. IEEE Access 7 (2019)
Hao Long, Yi-Nung Chung, Zhenbao Liu, Shuhui Bu
Object Detection in Aerial Images Using Feature Fusion Deep Networks. IEEE Access 7 (2019)
Zhizhong Han, Zhenbao Liu, Junwei Han, Chi-Man Vong, Shuhui Bu, C. L. Philip Chen
Unsupervised Learning of 3-D Local Features From Raw Voxels Based on a Novel Permutation Voxelization Strategy. IEEE Trans. Cybern. 49 (2) (2019)
Zhen Jia, Zhenbao Liu, Chi-Man Vong, Xin Liu
Real-Time Response-Based Fault Analysis and Prognostics Techniques of Nonisolated DC-DC Converters. IEEE Access 7 (2019)
Zhen Jia, Zhenbao Liu, Chi-Man Vong, Michael G. Pecht
A Rotating Machinery Fault Diagnosis Method Based on Feature Learning of Thermal Images. IEEE Access 7 (2019)
Bodi Ma, Zhenbao Liu, Feihong Jiang, Yuehao Yan, Jinbiao Yuan, Shuhui Bu
Vehicle Detection in Aerial Images Using Rotation-Invariant Cascaded Forest. IEEE Access 7 (2019)
Zhizhong Han, Mingyang Shang, Zhenbao Liu, Chi-Man Vong, Yu-Shen Liu, Matthias Zwicker, Junwei Han, C. L. Philip Chen
SeqViews2SeqLabels: Learning 3D Global Features via Aggregating Sequential Views by RNN With Attention. IEEE Trans. Image Process. 28 (2) (2019)
Chao Zhang, Chenxi Hu, Jianrui Feng, Zhenbao Liu, Yong Zhou, Zexu Zhang
A Self-Heuristic Ant-Based Method for Path Planning of Unmanned Aerial Vehicle in Complex 3-D Space With Dense U-Type Obstacles. IEEE Access 7 (2019)
Zhizhong Han, Honglei Lu, Zhenbao Liu, Chi-Man Vong, Yu-Shen Liu, Matthias Zwicker, Junwei Han, C. L. Philip Chen
3D2SeqViews: Aggregating Sequential Views for 3D Global Feature Learning by CNN With Hierarchical Attention Aggregation. IEEE Trans. Image Process. 28 (8) (2019)
Zhenbao Liu, Zhen Jia, Chi-Man Vong, Junwei Han, Chenggang Yan, Michael G. Pecht
A Patent Analysis of Prognostics and Health Management (PHM) Innovations for Electrical Systems. IEEE Access 6 (2018)
Yongbo Li, Yu Wei, Ke Feng, Xianzhi Wang, Zhenbao Liu
Fault Diagnosis of Rolling Bearing Under Speed Fluctuation Condition Based on Vold-Kalman Filter and RCMFE. IEEE Access 6 (2018)
Yongbo Li, Xianzhi Wang, Zhenbao Liu, Xihui Liang, Shubin Si
The Entropy Algorithm and Its Variants in the Fault Diagnosis of Rotating Machinery: A Review. IEEE Access 6 (2018)
Zhizhong Han, Zhenbao Liu, Chi-Man Vong, Yu-Shen Liu, Shuhui Bu, Junwei Han, C. L. Philip Chen
Deep Spatiality: Unsupervised Learning of Spatially-Enhanced Global and Local 3D Features by Deep Neural Network With Coupled Softmax. IEEE Trans. Image Process. 27 (6) (2018)
Zhenbao Liu, Jinxin Huang, Junwei Han, Shuhui Bu, Jianfeng Lv
Human Motion Tracking by Multiple RGBD Cameras. IEEE Trans. Circuits Syst. Video Technol. 27 (9) (2017)
Zhenbao Liu, Taimin Liu, Junwei Han, Shuhui Bu, Xiaojun Tang, Michael G. Pecht
Signal Model-Based Fault Coding for Diagnostics and Prognostics of Analog Electronic Circuits. IEEE Trans. Ind. Electron. 64 (1) (2017)
Zhenbao Liu, Jinxin Huang, Shuhui Bu, Junwei Han, Xiaojun Tang, Xuelong Li
Template Deformation-Based 3-D Reconstruction of Full Human Body Scans From Low-Cost Depth Cameras. IEEE Trans. Cybern. 47 (3) (2017)
Zhenbao Liu, Zhen Jia, Chi-Man Vong, Shuhui Bu, Junwei Han, Xiaojun Tang
Capturing High-Discriminative Fault Features for Electronics-Rich Analog System via Deep Learning. IEEE Trans. Ind. Informatics 13 (3) (2017)
Zhizhong Han, Zhenbao Liu, Junwei Han, Chi-Man Vong, Shuhui Bu, Chun Lung Philip Chen
Mesh Convolutional Restricted Boltzmann Machines for Unsupervised Learning of Features With Structure Preservation on 3-D Meshes. IEEE Trans. Neural Networks Learn. Syst. 28 (10) (2017)
Zhenbao Liu, Gaoyuan Sun, Shuhui Bu, Junwei Han, Xiaojun Tang, Michael G. Pecht
Particle Learning Framework for Estimating the Remaining Useful Life of Lithium-Ion Batteries. IEEE Trans. Instrum. Meas. 66 (2) (2017)
Shuhui Bu, Yong Zhao, Gang Wan, Ke Li, Gong Cheng, Zhenbao Liu
Semi-direct tracking and mapping with RGB-D camera for MAV. Multim. Tools Appl. 76 (3) (2017)
Shuhui Bu, Lei Wang, Pengcheng Han, Zhenbao Liu, Ke Li
3D shape recognition and retrieval based on multi-modality deep learning. Neurocomputing 259 (2017)
Zhizhong Han, Zhenbao Liu, Chi-Man Vong, Yu-Shen Liu, Shuhui Bu, Junwei Han, C. L. Philip Chen
BoSCC: Bag of Spatial Context Correlations for Spatially Enhanced 3D Shape Representation. IEEE Trans. Image Process. 26 (8) (2017)
Shuhui Bu, Yong Zhao, Gang Wan, Zhenbao Liu
Map2DFusion: Real-time incremental UAV image mosaicing based on monocular SLAM. IROS (2016)
Xiaojun Tang, Zhenbao Liu, Yu Hu
New results on pseudospectral methods for optimal control. Autom. 65 (2016)
Qin Li, Ke Li, Xiong You, Shuhui Bu, Zhenbao Liu
Place recognition based on deep feature and adaptive weighting of similarity matrix. Neurocomputing 199 (2016)
Hui Yu, Yuecheng Song, Wenyu Ju, Zhenbao Liu
Scene Parsing with Deep Features and Spatial Structure Learning. PCM (2) (2016)
Zhizhong Han, Zhenbao Liu, Junwei Han, Chi-Man Vong, Shuhui Bu, Xuelong Li
Unsupervised 3D Local Feature Learning by Circle Convolutional Restricted Boltzmann Machine. IEEE Trans. Image Process. 25 (11) (2016)
Shuhui Bu, Pengcheng Han, Zhenbao Liu, Junwei Han
Scene parsing using inference Embedded Deep Networks. Pattern Recognit. 59 (2016)
Zhenbao Liu, Zuren Feng, Liangjun Ke
A Modified Fireworks Algorithm for the Multi-resource Range Scheduling Problem. ICSI (1) (2016)
Zhenbao Liu, Xiao Wang, Shuhui Bu
Human-Centered Saliency Detection. IEEE Trans. Neural Networks Learn. Syst. 27 (6) (2016)
Peicheng Zhou, Gong Cheng, Zhenbao Liu, Shuhui Bu, Xintao Hu
Weakly supervised target detection in remote sensing images based on transferred deep features and negative bootstrapping. Multidimens. Syst. Signal Process. 27 (4) (2016)
Hongwei Lin, Sinan Jin, Qianqian Hu, Zhenbao Liu
Constructing B-spline solids from tetrahedral meshes for isogeometric analysis. Comput. Aided Geom. Des. (2015)
Gong Cheng, Junwei Han, Lei Guo, Zhenbao Liu, Shuhui Bu, Jinchang Ren
Effective and Efficient Midlevel Visual Elements-Oriented Land-Use Classification Using VHR Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 53 (8) (2015)
Shuhui Bu, Pengcheng Han, Zhenbao Liu, Junwei Han, Hongwei Lin
Local deep feature learning framework for 3D shape. Comput. Graph. 46 (2015)
Xiwen Yao, Junwei Han, Lei Guo, Shuhui Bu, Zhenbao Liu
A coarse-to-fine model for airport detection from remote sensing images using target-oriented visual saliency and CRF. Neurocomputing 164 (2015)
Zhizhong Han, Zhenbao Liu, Junwei Han, Shuhui Bu
3D shape creation by style transfer. Vis. Comput. 31 (9) (2015)
Zhenbao Liu, Dasen Fan, Shuhui Bu, Chao Zhang
Prediction of remaining useful life of battery cell using logistic regression based on strong tracking particle filter. ICPHM (2015)
Dingwen Zhang, Junwei Han, Gong Cheng, Zhenbao Liu, Shuhui Bu, Lei Guo
Weakly Supervised Learning for Target Detection in Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 12 (4) (2015)
Zhenbao Liu, Hongliang Qin, Shuhui Bu, Meng Yan, Jinxin Huang, Xiaojun Tang, Junwei Han
3D real human reconstruction via multiple low-cost depth cameras. Signal Process. 112 (2015)
Yang Li, Shuhui Bu, Zhenbao Liu, Chao Zhang
Mechanical fault diagnosis of rolling bearing based on locality-constrained sparse coding. ICPHM (2015)
Zhenbao Liu, Caili Xie, Shuhui Bu, Xiao Wang, Junwei Han, Hongwei Lin, Hao Zhang
Indirect shape analysis for 3D shape retrieval. Comput. Graph. 46 (2015)
Xiaojun Tang, Zhenbao Liu, Xin Wang
Integral fractional pseudospectral methods for solving fractional optimal control problems. Autom. 62 (2015)
Jun Zhang, Zhouhui Lian, Zhenbao Liu, Jianguo Xiao
CEFM - A Heuristic Mesh Segmentation Method based on Convexity Estimation and Fast Marching. GRAPP (2015)
Zhenbao Liu, Shuhui Bu, Junwei Han
Locality-constrained sparse patch coding for 3D shape retrieval. Neurocomputing 151 (2015)
Zhenbao Liu, Zuren Feng, Liangjun Ke
Fireworks algorithm for the multi-satellite control resource scheduling problem. CEC (2015)
Zhenbao Liu, Gaoyuan Sun, Shuhui Bu, Chao Zhang
Remaining useful life estimation of lithium-ion battery using exemplar-based conditional particle filter. ICPHM (2015)
Jun Wu, Wenjing Qiao, Cailiang Kuang, Zhenbao Liu, Shuhui Bu, Junwei Han
A 3D Fingertips Detecting and Tracking Algorithm based on the Sliding Window. ACM Multimedia (2014)
Shuhui Bu, Shaoguang Chen, Zhenbao Liu, Junwei Han
Multimodal Feature Fusion for 3D Shape Recognition and Retrieval. IEEE Multim. 21 (4) (2014)
Shuhui Bu, Pengcheng Han, Zhenbao Liu, Ke Li, Junwei Han
Shift-invariant ring feature for 3D shape. Vis. Comput. 30 (6-8) (2014)
Zhenbao Liu, Shaoguang Chen, Shuhui Bu, Ke Li
High-level semantic feature for 3D shape based on deep belief networks. ICME (2014)
Shuhui Bu, Zhenbao Liu, Junwei Han, Jun Wu, Rongrong Ji
Learning High-Level Feature by Deep Belief Networks for 3-D Model Retrieval and Recognition. IEEE Trans. Multim. 16 (8) (2014)
Zhenbao Liu, Sicong Tang, Weiwei Xu, Shuhui Bu, Junwei Han, Kun Zhou
Automatic 3D Indoor Scene Updating with RGBD Cameras. Comput. Graph. Forum 33 (7) (2014)
Zhenbao Liu, Shuhui Bu, Junwei Han, Jun Wu
Sparse Patch Coding for 3D Model Retrieval. MMM (2) (2014)
Zhenbao Liu, Feng Zhang, Shuhui Bu
Spectral Classification of 3D Articulated Shapes. MMM (2) (2014)
Zhenbao Liu, Shuhui Bu, Kun Zhou, Shuming Gao, Junwei Han, Jun Wu
A Survey on Partial Retrieval of 3D Shapes. J. Comput. Sci. Technol. 28 (5) (2013)
Zhenbao Liu, Sicong Tang, Shuhui Bu, Hao Zhang
New evaluation metrics for mesh segmentation. Comput. Graph. 37 (6) (2013)
Shuhui Bu, Zhenbao Liu, Junwei Han, Jun Wu
Superpixel segmentation based structural scene recognition. ACM Multimedia (2013)
Zhenbao Liu, Sicong Tang, Hongliang Qin, Shuhui Bu
Evaluating user's energy consumption using kinect based skeleton tracking. ACM Multimedia (2012)
Shuhui Bu, Zhenbao Liu, Tsuyoshi Shiina, Kengo Kondo, Makoto Yamakawa, Kazuhiko Fukutani, Yasuhiro Someda, Yasufumi Asao
Model-Based Reconstruction Integrated With Fluence Compensation for Photoacoustic Tomography. IEEE Trans. Biomed. Eng. 59 (5) (2012)
Chengliang Li, Zhongsheng Wang, Shuhui Bu, Zhenbao Liu
Semi-supervised adaptive parzen Gentleboost algorithm for fault diagnosis. ICPR (2012)
Zhenbao Liu, Zhongsheng Wang, Cunbao Ma, Chao Zhang, Jun Mitani, Yukio Fukui
Shape alignment and shape orientation analysis-based 3D shape retrieval system. Multim. Syst. 16 (4-5) (2010)
Chao Zhang, Zhuan-Zhao Yang, Zhenbao Liu, Dong Chen
Research on intelligent fault diagnosis method for complex equipment based on decision-level fusion. ICMLC (2010)
Zhenbao Liu, Jun Mitani, Yukio Fukui, Seiichi Nishihara
A 3D shape classifier with neural network supervision. Int. J. Comput. Appl. Technol. 38 (1/2/3) (2010)
Zhenbao Liu, Jun Mitani, Yukio Fukui, Seiichi Nishihara
A New 3D Shape Retrieval Method Using Spherical Healpix. J. Inf. Process. 16 (2008)
Zhenbao Liu, Jun Mitani, Yukio Fukui, Seiichi Nishihara
Multiresolution wavelet analysis of shape orientation for 3d shape retrieval. Multimedia Information Retrieval (2008)