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个人简介

教育经历 2000.09 – 2004.06 浙江大学竺可桢学院 学士 2004.09 – 2009.06 浙江大学数学系 博士 工作经历 2009.09 – 2011.12 西安交通大学电信学院 博士后 2011.12 – 2013.06 北京理工大学计算机学院 讲师 2013.07 – 2020.06 北京理工大学计算机学院 副教授 2020.07 – 至今 北京理工大学计算机学院 教授

研究领域

计算机图形学、图像与视频处理、虚拟现实、智能多媒体技术

近期论文

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Mingfei Yu, Lei Zhang, Wufan Wang, Jiahui Wang. SCP-SLAM: Accelerating DynaSLAM with static confidence propagation. IEEE VR, 2023. Progressive unsupervised learning of local descriptors ACM International Conference on Multimedia (ACM MM), 2371-2379, 2022. Wu-Fan Wang, Lei Zhang, Hua Huang. Quantization-aware deep optics for diffractive snapshot hyperspectral imaging IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 19780-19789, 2022. Lin-Gen Li, Li-Zhi Wang, Wei-Tao Song, Lei Zhang, Zhi-Wei Xiong, Hua Huang. Rectangling irregular videos by optimizing spatio-temporal warping Computational Visual Media, 8, 93-103, 2022. Jin-Liang Wu, Jun-Jie Shi, Lei Zhang. Sensitivity-aware spatial quality adaptation for live video analytics. IEEE Journal on Selected Areas in Communications, 40(8), 2474-2484, 2022. Wu-Fan Wang, Bo Wang, Lei Zhang, Hua Huang. Novel hyperbolic clustering-based band hierarchy (HCBH) for effective unsupervised band selection of hyperspectral images Pattern Recognition, 130, 108788:1-12, 2022. He Sun, Lei Zhang, Jin-Chang Ren, Hua Huang. Stochastic gate-based autoencoder for unsupervised hyperspectral band selection Pattern Recognition, 132, 108969:1-11, 2022. He Sun, Lei Zhang, Li-Zhi Wang, Hua Huang. Robust extraction and super-resolution of low-resolution flying aeroplane from satellite video IEEE Transactions on Geoscience and Remote Sensing, 60, 4700916: 1-16, 2022. De-Lei Chen, Lei Zhang, Hua Huang. Extracting small flying airplane with spatially accurate and temporally consistent foreground modeling IEEE Transactions on Geoscience and Remote Sensing, 60, 4704112: 1-12, 2022. De-Lei Chen, Lei Zhang, Hua Huang. IMU-assisted online video background identification IEEE Transactions on Image Processing, 31, 4336-4351, 2022. Jian-Xiang Rong, Lei Zhang, Hua Huang, Fang-Lue Zhang. Loop closure detection by using global and local features with photometric and viewpoint invariance IEEE Transactions on Image Processing, 30, 8873-8885, 2021. Ming-Fei Yu, Lei Zhang, Wu-Fan Wang, Hua Huang. Learning tensor low-rank prior for hyperspectral image reconstruction IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 12006-12015, 2021. Shi-Peng Zhang, Li-Zhi Wang, Lei Zhang, Hua Huang. Snapshot hyperspectral imaging based on weighted high-order singular value regularization International Conference on Pattern Recognition (ICPR), 1267-1274, 2021. Nian-Kai Cheng, Hua Huang, Lei Zhang, Li-Zhi Wang. Embedding shared low-rank and feature correlation for multi-view data analysis International Conference on Pattern Recognition (ICPR), 1686-1693, 2021. Zhan Wang, Li-Zhi Wang, Lei Zhang, Hua Huang Small target detection in infrared videos based on spatio-temporal tensor model IEEE Transactions on Geoscience and Remote Sensing, 58(12) 8689-8700, 2020. Hong-Kang Liu, Lei Zhang, Hua Huang High light efficiency snapshot spectral imaging via spatial multiplexing and spectral mixing Optics Express, 28(14) 19837-19850, 2020. Maoqing Zhang, Lizhi Wang, Lei Zhang, Hua Huang Encoding shaky videos by integrating efficient video stabilization IEEE Transactions on Circuits and Systems for Video Technology, 29(5) 1-1, 2019 Hua Huang, Xiao-Xiang Wei, Lei Zhang A Hierarchical Scheme for Vehicle Make and Model Recognition From Frontal Images of Vehicles IEEE Transactions on Intelligent Transportation Systems, 20(5)1774-1786, 2019. Lei Lu, Hua Huang Intrinsic Motion Stability Assessment for Video Stabilization IEEE Transactions on Visualization and Computer Graphics, 25(4), 2019. Lei Zhang; Qing-Zhuo Zheng; Hua Huang Full-reference stability assessment of digital video stabilization based on Riemannian metric IEEE Transactions on Image Processing, 271(12, 6051-6063, 2018. Lei Zhang; Qing-Zhuo Zheng; Hong-Kang Liu; Hua Huang Geodesic video stabilization in transformation space IEEE Transactions on Image Processing , 26(5), 2219-2229, 2017. Lei Zhang, Xiao-Quan Chen, Xin-Yi Kong, Hua Huang A global approach for fast video stabilization IEEE Transactions on Circuits and Systems for Video Technology, 27(2), 225-235, 2017. Lei Zhang, Qian-Kun Xu, Hua Huang Bundled kernels for non-uniform blind video deblurring IEEE Transactions on Circuits and Systems for Video Technology, 27(9), 1882-1894, 2017. Lei Zhang, Le Zhou, Hua Huang Guided adaptive image smoothing via directional anisotropic structure measurement IEEE Transactions on Visualization and Computer Graphics, 21(9), 1015-1027, 2015. Yu Zang, Hua Huang, Lei Zhang Efficient variational light field view synthesis for making stereoscopic 3D images Computer Graphics Forum, 34(7), 183-191, 2015. Lei Zhang, Yu-Hang Zhang, Hua Huang Efficient structure-aware image smoothing by local extrema on space-filling curve IEEE Transactions on Visualization and Computer Graphics, 20(9), 1253-1265, 2014. Yu Zang, Hua Huang, Lei Zhang VideoGraph: a non-linear video representation for efficient exploration The Visual Computer, 30(10), 1123-1132, 2014. Lei Zhang, Qian-Kun Xu, Lei-Zhen Nie, Hua Huang Multiplane video stabilization Computer Graphics Forum, 32(7), 265-273, 2013. Zhong-Qiang Wang, Lei Zhang, Hua Huang EXCOL: an extract-and-complete layering approach to cartoon animation reusing IEEE Transactions on Visualization and Computer Graphics, 18(7), 1156-1169, 2012. Lei Zhang, Hua Huang, Hong-Bo Fu Hierarchical narrative collage for digital photo album Computer Graphics Forum, 31(7), 2173-2181, 2012. Lei Zhang, Hua Huang

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