Publications

My paper citations can be found at Google Scholar

2017


  • Ke Li, Changqing Zou, Shuhui Bu, Yun Liang, Jian Zhang, Minglun Gong, "Multi-modal feature fusion for geographic image annotation," Pattern Recognition, vol. 73, pp. 1-14, 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 Transactions on Neural Networks and Learning Systems, vol. 28, no. 10, pp. 2268-2281, 2017.
  • Zhenbao Liu, Jinxin Huang, Junwei Han, Shuhui Bu, Jianfeng Lv, "Human motion tracking by multiple RGBD cameras," IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 9, pp. 2014-2027, 2017.
  • Zhizhong Han, Zhenbao Liu, Chi-Man Vong, Yu-Shen Liu, Shuhui Bu, Junwei Han, CL Philip Chen, "BoSCC: Bag of Spatial Context Correlations for Spatially Enhanced 3D Shape Representation," IEEE Transactions on Image Processing, vol. 26, no. 8, pp. 3707-3720, 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 Transactions on Industrial Informatics, vol. 13, no. 3, pp. 1213-1226, 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 Transactions on Cybernetics, vol. 47, no. 3, pp. 695-708, 2017.
  • Shuhui Bu, Lei Wang, Pengcheng Han, Zhenbao Liu, Ke Li, "3D shape recognition and retrieval based on multi-modality deep learning," Neurocomputing, vol. 259, pp. 183-193, 2017.
  • Zhenbao Liu, Gaoyuan Sun, Shuhui Bu, Junwei Han, Xiaojun Tang, Michael Pecht, "Particle learning framework for estimating the remaining useful life of lithium-ion batteries," IEEE Transactions on Instrumentation and Measurement, vol. 66, no. 2, pp. 280-293, 2017.
  • Zhenbao Liu, Taimin Liu, Junwei Han, Shuhui Bu, Xiaojun Tang, Michael Pecht, "Signal model-based fault coding for diagnostics and prognostics of analog electronic circuits," IEEE Transactions on Industrial Electronics, vol. 64, no. 1, pp. 605-614, 2017.

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 Transactions on Image Processing, vol. 25, no. 11, pp. 5331-5344, 2016.
  • Zhenbao Liu, Xiao Wang, Shuhui Bu, "Human-centered saliency detection," IEEE Transactions on Neural Networks and Learning Systems, vol. 27, no. 6, pp. 1150-1162, 2016.
  • Shuhui Bu, Yong Zhao, Gang Wan, and Zhenbao Liu, "Map2DFusion: Real-time Incremental UAV Image Mosaicing based on Monocular SLAM," IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016.
  • Shuhui Bu, Pengcheng Han, Zhenbao Liu, Junwei Han, “Scene parsing using inference Embedded Deep Networks,” Pattern Recognition, 2016.
  • Qing Li, Ke Li, Xiong You, Shuhui Bu, Zhenbao Liu, “Place recognition based on deep feature and adaptive weighting of similarity matrix,” Neurocomputing, vol. 199, pp. 114-127, 2016.
  • Zhenbao Liu, Jinxin Huang, Junwei Han, Shuhui Bu, Jianfeng Lv, “Human Motion Tracking by Multiple RGBD Cameras,” IEEE Transactions on Circuits and Systems for Video Technology, 2016.
  • Shuhui Bu, Yong Zhao, Gang Wan, Ke Li, Gong Cheng, Zhenbao Liu, “Semi-direct tracking and mapping with RGB-D camera for MAV,” Multimedia Tools and Applications, 2016.

2015


  • Zhenbao Liu, Xiao Wang, Shuhui Bu, “Human-Centered Saliency Detection,” IEEE Transactions on Neural Networks and Learning Systems, vol. 27, no. 6, pp. 1150-1162, 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, vol. 164, pp. 162-172, 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 Transactions on Geoscience and Remote Sensing, vol. 53, no. 8, pp. 4238-4249, 2015.
  • Shuhui Bu, Pengcheng Han, Zhenbao Liu, Junwei Han, Hongwei Ling, "Local Deep Feature Learning Framework for 3D Shape", Computer & Graphics, vol. 46, pp. 117-129, 2015. (paper)
  • 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 Processing, vol. 112, pp. 162-179, 2015. (paper)
  • Yang Li, Shuhui Bu, Zhenbao Liu, Chao Zhang, "Mechanical fault diagnosis of rolling bearing based on locality-constrained sparse coding", Prognostics and Health Management (PHM), 2015 IEEE Conference on, 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", Prognostics and Health Management (PHM), 2015 IEEE Conference on, 2015.
  • Zhenbao Liu, Gaoyuan Sun, Shuhui Bu, Chao Zhang, "Remaining useful life estimation of lithium-ion battery using exemplar-based conditional particle filter", Prognostics and Health Management (PHM), 2015 IEEE Conference on, 2015.

2014


  • Shuhui Bu, Zhenbao Liu, Junwei Han, Jun Wu, Rongrong Ji, “Learning High-level Feature by Deep Belief Networks for 3D Model Retrieval and Recognition,” IEEE Transactions on Multimedia, vol. 16, no. 8, pp. 2151-2167, 2014. (paper)
  • Shuhui Bu, Shaoguang Cheng, Zhenbao Liu, Junwei Han, “Multi-modal Feature Fusion for 3D Shape Recognition and Retrieval,” IEEE Multimedia, vol. 21, no. 4, pp. 38-46, 2014. (paper)
  • Shuhui Bu, Pengcheng Han, Zhenbao Liu, Ke Li, Junwei Han, “Shift-Invariant Ring Feature for 3D Shape,” The Visual Computer, vol. 30, no. 5, pp. 867-876, 2014. (paper)
  • Zhenbao Liu, Shuhui Bu, Junwei Han, "Locality-constrained sparse patch coding for 3D shape retrieval," Neurocomputing, vol. 151, part 2, pp. 583-592, 2014. (paper)
  • Zhenbao Liu, Sicong Tang, Weiwei Xu, Shuhui Bu, Junwei Han, Kun Zhou, “Automatic 3D Indoor Scene Updating with RGBD Cameras,” Computer Graphics Forum, vol. 33, no. 7, 2014. (paper)
  • Zhenbao Liu, CailiXie, Shuhui Bu, Xiao Wang, Junwei Han, Hongwei Ling, "Indirect Shape Analysis for 3D Shape Retrieval", Computer & Graphics, vol. 46, pp. 110-116, 2014.
  • Zhizhong Han, Zhenbao Liu, Junwei Han, Shuhui Bu, "3D Shape Creation by Style Transfer," The Visual Computer, vol. 30, no. 7, 2014. (paper)
  • Zhenbao Liu, Shuhui Bu, Junwei Han, "Human-Centered 3D Home Applications via Low-Cost RGBD Cameras," chapter 6 of book "Computer Vision and Machine Learning with RGB-D Sensors", 2014.
  • Dingwen Zhang, Junwei Han, Gong Cheng, Zhenbao Liu, Shuhui Bu, Lei Guo, "Weakly Supervised Learning for Target Detection in Remote Sensing Images," IEEE Geoscience and Remote Sensing Letters, 2014.
  • Junwei Han, Peicheng Zhou, Dingwen Zhang, Gong Cheng, Lei Guo, Zhenbao Liu, Shuhui Bu, Jun Wu, “Efficient, Simultaneous Detection of Multi-class Geospatial Targets based on Visual Saliency Modeling and Discriminative Learning of Sparse Coding,” ISPRS Journal of Photogrammetry and Remote Sensing, vol. 89, no. 3, pp. 37-48, 2014. (paper)
  • Zhenbao Liu, Shaoguang Cheng, Shuhui Bu, Ke Li, “High-level Semantic Feature for 3D Shape Based on Deep Belief Networks,” IEEE Conference on Multimedia & Expo (ICME), 2014. (paper, PPT)
  • D. Pickup, X. Sun, P.L. Rosin, R.R. Martin, Z. Cheng, Z. Lian, M. Aono, A. Ben Hamza, A. Bronstein, M. Bronstein, S. Bu, U. Castellani, S. Cheng, V. Garro, A. Giachetti, A. Godil, J. Han, H. Johan, L. Lai, B. Li, C. Li, H. Li, R. Litman, X. Liu, Z. Liu, Y. Lu, A. Tatsuma, J. Ye, “SHREC’14 Track: Shape Retrieval of Non-Rigid 3D Human Models,” Eurographics Workshop on 3D Object Retrieval, 2014. (paper)
  • Jun Wu, Wenjing Qiao, Cailiang Kuang, Zhenbao Liu, Shuhui Bu, Junwei Han, "A 3D Fingertips Detecting and Tracking Algorithm based on the Sliding Window," 2014 ACM Multimedia, 2014. (accepted)

2013


  • Zhenbao Liu, Sicong Tang, Shuhui Bu, Hao Zhang, “New evaluation metrics for mesh segmentation,” Computer & Graphics, vol. 37, no. 6, pp. 553-564, 2013. (paper)
  • Zhenbao Liu, Shuhui Bu, Kun Zhou, Shuming Gao, Junwei Han, Jun Wu, “A survey on partial retrieval of 3D shapes,” Journal of Computer Science and Technology, vol. 28, no. 5, pp. 836-851, 2013. (paper)
  • Shuhui Bu, Zhenbao Liu, Junwei Han, Jun Wu, “Superpixel segmentation based structural scene recognition,” 2013 ACM Multimedia, pp. 681-684, Barcelona, Spain, 2013. (paper)
  • Chengliang Li, Zhongsheng Wang, Shuhui Bu, Hongkai Jiang, and Zhenbao Liu, "A Novel Method based on Least Squares Support Vector Regression Combing with Strong Tracking Particle Filter for Machinery Condition Prognosis," Journal of Mechanical engineering Science, vol. 228, no. 6, pp. 1048-1062, 2014. (paper)
  • Zhenbao Liu, Shuhui Bu, Junwei Han, Jun Wu, “Sparse Patching Coding for 3D Model Retrieval,” MulitiMedia Modeling, pp. 116-127, 2013.
  • Zhenbao Liu, Feng Zhang, Shuhui Bu, “Spectral Classification of 3D Articulated Shapes,” MultiMedia Modeling, pp. 315-322, 2013.

2012


  • Shuhui Bu, Zhenbao Liu, Tsuyoshi Shiina, Kengo Kondo, Makoto Yamakawa, Kazuhiko Fukutani, Yasuhiro Sommeda, and Yasufumi Asao, “Model-based reconstruction integrated with fluence compensation for photoacoustic tomography,” IEEE Transactions on Biomedical Engineering, vol. 59, no.5, pp.1354-1363, 2012. (paper)
  • Shuhui Bu, Zhenbao Liu, Tsuyoshi Shiina, Kazuhiko Fukutani, “Matrix compression and compressed sensing reconstruction for photoacoustic tomography,” Electronics and Electrical Engineering, vol. 18, no. 9, pp.101-104, 2012.
  • Pei Yao, Zhenbao Liu, Zhongsheng Wang, Shuhui Bu, “Fault signal classification using adaptive boosting algorithm,” Electronics and Electrical Engineering, vol. 18, no.8, pp. 97-100, 2012.
  • Chengliang Li, Zhongsheng Wang, Shuhui Bu, Zhenbao Liu, “Semi-supervised adaptive parzen gentleboost algorithm for fault diagnosis,” 21st International Conference on Pattern Recognition (ICPR), pp.2290-2293, Tsukuba, Japan, 2012. (paper)
  • Zhenbao Liu, Shicong Tang, Hongliang Qin, Shuhui Bu, “Evaluating user’s energy consumption using Kinect based skeleton tracking,” 2012 ACM Multimedia, pp. 1373-1374, Nara, Japan, 2012. (paper)

2011


  • Zhenbao Liu and Shuhui Bu, “A Scheme of Real Time Cloud Rendering on the GPU,” Information Journal, vol. 14, no. 6, pp.1983-1992, 2011.
  • Shuhui Bu, Kengo Kondo, Makoto Yamakawa, Tsuyoshi Shiina, Kazuhiko Fukutani, Yasuhiro Someda, Yasufumi Asao, “Adaptive and Quantitative Reconstruction Algorithm for Photoacoustic Tomography,” Proceedings of SPIE 7899, 78992G, SPIE Photonics West, BiOS 2011, San Francisco, California, United States, 22 - 27 January 2011.
  • Zhenbao Liu, Shuhui Bu, Kun Zhou, Xiaoqian Sun, “Geometrically Attributed Binary Tree for 3D Shape Matching,” 25th IEEE Computer Graphics International Conference, Ottawa, Canada, 2011.

2010


  • Shuhui Bu, Makoto Yamakawa, and Tsuyoshi Shiina, “Myocardial Strain Imaging with High-Performance Adaptive Dynamic Grid Interpolation Method,” Japanese Journal of Applied Physics, vol. 49, no.7, pp. 07HF25-1--10, July, 2010. (paper)
  • Bunichiro Shibazaki, Shuhui Bu, Takanori Matsuzawa, and Hitoshi Hirose, “Modeling the Activity of Short-term Slow Slip Events Along Deep Subduction Interfaces Beneath Shikoku, Southwest Japan,” Journal of Geophysical Research, vol. 115, B00A19, Apr. 2010. (paper)
  • Shuhui Bu, Makoto Yamakawa, Tsuyoshi Shiina, “Adaptive Depth Compensation Algorithm for Photoacoustic Tomography,” Proceedings of the 2010 IEEE International Ultrasonics Symposium, San Diego, October 11-14, 2010.
  • Zhenbao Liu, Shuhui Bu, Chao Zhang, Xiaojun Tang, “Filter Fourier Coefficients of Shape Projections for 3D Shape Retrieval,” Information Journal, Vol. 13, No. 4, 2010.
  • Naotaka Nitta, Kazuhiro Homma, Masaki Misawa, Kazuto Hoshi, Shuhui Bu, Tsuyoshi Shiina, “A Combinational Method of Laser and Hydrophone Measurements in Ultrasound Propagation for Evaluating Elasticity of Regenerating Cartilage Sample,” Proceedings of the 2010 IEEE International Ultrasonics Symposium, San Diego, October 11-14, 2010.

2009


  • Shuhui Bu, Tsuyoshi Shiina, Makoto Yamakawa, “A High Performance Spatio-Temporal Displacement Smoothing Method for Myocardial Strain Imaging,” Proceedings of the 2009 IEEE International Ultrasonics Symposium, pp. 1415-1418, Roma, September 20-23, 2009.

2008


  • Shuhui Bu, Tsuyoshi Shiina, Makoto Yamakawa, Hotaka Takizawa, “Adaptive Dynamic Grid Interpolation: A Robust, High-Performance Displacement Smoothing Filter for Myocardial Strain Imaging,” Proceedings of the 2008 IEEE International Ultrasonics Symposium, pp. 753-756, Beijing, Nov., 2008.
  • Makoto Yamakawa, Shuhui Bu, Tsuyoshi Shiina, “Robust Strain Estimation Using Adaptive Dynamic Grid-Interpolation Model,” Proceedings of the 2008 IEEE International Ultrasonics Symposium, pp. 2021-2024, Beijing, Nov., 2008.

2007


  • Shuhui Bu, Tsuyoshi Shiina, Makoto Yamakawa, Hotaka Takizawa, “3D Myocardial Contraction Imaging Based on Dynamic Grid Interpolation: Theory and Simulation Analysis”, IEEJ Transactions on Electronics, Information and Systems, vol.127(c), no.10, 1732--1742, Oct., 2007.
  • Shuhui Bu, Tsuyoshi Shiina, Makoto Yamakawa, Hotaka Takizawa, “3D Myocardial Strain Imaging: Improvement of Accuracy and Contrast by Dynamic Grid Interpolation,” Proceedings of the 2007 IEEE International Ultrasonics Symposium, New York, NY, Oct., 2007.

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