2023
[1] SCP-SLAM: Accelerating DynaSLAM with static confidence propagation
IEEE Conference Virtual Reality and 3D User Interfaces (VR), 2023.
Ming-Fei Yu, Lei Zhang, Wu-Fan Wang, Jia-Hui Wang.
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[2] Revisiting unsupervised local descriptor learning
AAAI Conference on Artificial Intelligence (AAAI), 2023.
Wu-Fan Wang, Lei Zhang, Hua Huang.
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[3] Recurrent Spike-based Image Restoration under General Illumination
ACM Multimedia, 2023.
Lin Zhu, Yunlong Zheng, Mengyue Geng, Lizhi Wang, Hua Huang.
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[4] E2NeRF: Event Enhanced Neural Radiance Fields from Blurry Images
International Conference on Computer Vision, 2023.
Yunshan Qi, Lin Zhu, Yu Zhang, Jia Li.
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[5] Learning Spectral-wise Correlation for Spectral Super-Resolution: Where Similarity Meets Particularity
ACM Multimedia, 2023.
Hongyuan Wang, Lizhi Wang, Chang Chen, Xue Hu, Fenglong Song, Hua Huang.
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[6] Reliable Event Generation with Invertible Conditional Normalizing Flow
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023.
Daxin Gu, Jia Li, Lin Zhu, Yu Zhang, Jimmy S Ren.
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[7] Fixed Pattern Noise Removal Based on a Semi-Calibration Method
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023.
Lingfei Song, Hua Huang.
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[8] Simultaneous Destriping and Image Denoising Using a Nonparametric Model With the EM Algorithm
IEEE Transactions on Image Processing, 2023.
Lingfei Song, Hua Huang.
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[9] Edge Devices Clustering for Federated Visual Classification: A Feature Norm Based Framework
IEEE Transactions on Image Processing.
Xiao-Xiang Wei, Hua Huang.
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[10] Balanced Federated Semisupervised Learning With Fairness-Aware Pseudo-Labeling
IEEE Transactions on Neural Networks and Learning Systems, 2023.
Xiao-Xiang Wei, Hua Huang.
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[11] Multi-Oriented Object Detection in Aerial Images With Double Horizontal Rectangles
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023.
Guangtao Nie, Hua Huang.
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[12] Image stitching with manifold optimization
IEEE Transactions on Multimedia, 2023.
Lei Zhang, Hua Huang.
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[13] Learnability enhancement for low-light raw image denoising: A data perspective
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023.
Hansen Feng, Lizhi Wang, Yuzhi Wang, Haoqiang Fan, Hua Huang.
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[14] Sub-pixel Dispersion Model for Coded Aperture Snapshot Spectral Imaging
IEEE Transactions on Computational Imaging, 2023.
Maoqing Zhang,Lizhi Wang, Hua Huang.
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2022
[1] Progressive unsupervised learning of local descriptors
ACM International Conference on Multimedia (ACM MM), 2371-2379, 2022.
Wu-Fan Wang, Lei Zhang, Hua Huang.
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[2] Learnability enhancement for low-light raw denoising: where paired real data meets noise modeling
ACM International Conference on Multimedia (ACM MM), 1436-1444,2022.
Han-Sen Feng, Li-Zhi Wang, Yu-Zhi Wang, Hua Huang.
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[3] 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.
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[4] Rectangling irregular videos by optimizing spatio-temporal warping
Computational Visual Media, 8, 93-103, 2022.
Jin-Liang Wu, Jun-Jie Shi, Lei Zhang.
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[5] 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.
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[6] 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.
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[7] 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.
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[8] 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.
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[9] 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.
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[10] 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.
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[11] Spatial and temporal adaptive nonuniformity correction for infrared focal plane arrays
Optics Express, 30, 25, 44681-44700, 2022.
Ling-Fei Song, Hua Huang.
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[12] High-accuracy image formation model for coded aperture snapshot spectral imaging
IEEE Transactions on Computational Imaging, 8, 188-200, 2022.
Ling-Fei Song, Li-Zhi Wang, Min H. Kim, Hua Huang.
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2021
[1] Adaptive dimension-discriminative low-rank tensor recovery for computational hyperspectral imaging
International Journal of Computer Vision, 129, 2907–2926, 2021.
Li-Zhi Wang, Shi-Peng Zhang, Hua Huang.
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[2] 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.
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[3] 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.
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[4] 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.
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[5] 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
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[6] Sparse additive discriminant canonical correlation analysis for multiple features fusion
Neurocomputing, 463, 185-197, 2021.
Zhan Wang, Li-Zhi Wang, Hua Huang.
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[7] Delving into Deep Image Prior for Adversarial Defense: A Novel Reconstruction-based Defense Framework
ACM International Conference on Multimedia (ACM MM), 4564-4572, 2021
Li Ding, Yong-Wei Wang, Xin Ding, Kai-Wen Yuan, Ping Wang, Hua Huang, Z Jane Wang
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[8] Towards Universal Physical Attacks on Single Object Tracking
AAAI Conference on Artificial Intelligence (AAAI), 1236-1245, 2021
Li Ding, Yong-Wei Wang, Kai-Wen Yuan, Min-Yang Jiang, Ping Wang, Hua Huang, Z Jane Wang
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2020
[1] DNU: Deep Non-Local Unrolling for Computational Spectral Imaging
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 1661-1671, 2020.
Lizhi Wang, Chen Sun, Maoqing Zhang, Ying Fu, Hua Huang
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[2] 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
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[3] 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
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[4] Global Topology Constraint Network for Fine-Grained Vehicle Recognition
IEEE Transactions on Intelligent Transportation Systems, 21(7) 2918-2929, 2020.
Ye Xiang, Ying Fu, Hua Huang
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[5] Joint low rank embedded multiple features learning for audio–visual emotion recognition
Neurocomputing, 388(7) 324-333, 2020.
Zhan Wang, Lizhi Wang, Hua Huang
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2019
[1] Fast Parallel Implementation of Dual-Camera Compressive Hyperspectral Imaging System
IEEE Transactions on Circuits and Systems for Video Technology, 29(11) 3404 - 3414, 2019.
Shi-Peng Zhang; Ying Fu; Hua Huang
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[2] Incremental Learning Using Conditional Adversarial Networks
2019 IEEE/CVF International Conference on Computer Vision (ICCV), 6619-6628, 2019.
Ye Xiang, Ying Fu, Pan Ji, Hua Huang
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[3] Computational Hyperspectral Imaging Based on Dimension-discriminative Low-rank Tensor Recovery
2019 IEEE/CVF International Conference on Computer Vision (ICCV), 10183-10192, 2019.
Shi-Peng Zhang, Lizhi Wang, Ying Fu, Xiaoming Zhong, Hua Huang
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[4] Hyperspectral Image Reconstruction using a Deep Spatial-Spectral Prior
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 8032-8041, 2019.
Lizhi Wang, Chen Sun, Ying Fu, Hua Huang, Min H. Kim
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[5] Single image reflection removal exploiting misaligned training data and Network Enhancements
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 8178-8187, 2019.
Kaixuan Wei, Jiaolong Yang, Ying Fu, David Wipf, Hua Huang
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[6] Hyperspectral image super-resolution with optimized RGB guidance
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 11661-11670, 2019.
Ying Fu, Tao Zhang, Yinqiang Zheng, Debing Zhang, Hua Huang
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[7] High-speed hyperspectral video acquisition by combining Nyquist and compressive sampling
IEEE Transactions on Pattern Analysis and Machine Intelligence, 41(4) 857-870, 2019
Lizhi Wang, Zhiwei Xiong, Hua Huang, Guangming Shi, Feng Wu, Wenjun Zeng
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[8] 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
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[9] Pre-attention and Spatial Dependency Driven No-Reference Image Quality Assessment
IEEE Transactions on Multimedia, 21(9) 2305-2318, 2019
Li-Xiong Liu, Tian-Shu Wang, Hua Huang
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[10] Hyperspectral Image Reconstruction using Deep External and Internal Learning
2019 IEEE/CVF International Conference on Computer Vision (ICCV), 8559-8568, 2019.
Tao Zhang, Ying Fu, Lizhi Wang, Hua Huang
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[11] 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
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[12] Intrinsic Motion Stability Assessment for Video Stabilization
IEEE Transactions on Visualization and Computer Graphics, 25(4), 2019.
Lei Zhang; Qing-Zhuo Zheng; Hua Huang
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[13] HyperReconNet: Joint Coded Aperture Optimization and Image Reconstruction for Compressive Hyperspectral Imaging
IEEE Transactions on Image Processing, 28(5) 2257-2270, 2019.
Li-Zhi Wang; Tao Zhang; Ying Fu; Hua Huang
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2018
[1] GPU assisted towards real-time reconstruction for dual-camera compressive hyperspectral imaging
Pacific Rim Conference on Multimedia, 711-720, 2018.
Shi-Peng Zhang; Li-Zhi Wang; Ying Fu; Hua Huang
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[2] Hyperspectral image super-resolution with a mosaic RGB image
IEEE Transactions on Image Processing , 27（11）, 5539-5552, 2018.
Ying Fu; Yin-Qiang Zheng; Hua Huang; Imari Sato; Yoichi Sato
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[3] Spectral reflectance recovery from a single RGB image
IEEE Transactions on Computational Imaging, 4（3, 1823-1835, 2018.
Ying Fu; Yong-Rong Zheng; Lin Zhang; Hua Huang
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[4] No-reference stereopair quality assessment based on singular value decomposition
Neurocomputing, 275, 1823-1835, 2018.
Li-Xiong Liu; Bing Yang; Hua Huang
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[5] 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
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[6] Image quality assessment using directional anisotropy structure measurement
IEEE Transactions on Image Processing, 26(4), 1799-1809, 2018.
Li Ding; Hua Huang; Yu Zang
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[7] Image haze Removal via reference retrieval and scene prior
IEEE Transactions on Image Processing, 27(9), 4395-4409, 2018.
Fei Yuan; Hua Huang
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[8] Expanding training data for facial image super-resolution
IEEE Transactions on Cybernetics, 48(2), 716-729, 2018.
Xiao Zeng, Hua Huang, Chun Qi
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2017
[1] Image quality assessment using directional anisotropy structure measurement
IEEE Transactions on Image Processing, 26(4), 1799-1809, 2017.
Li Ding, Hua Huang, Yu Zang
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[2] 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
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[3] 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
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[4] 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
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[5] Binocular spatial activity and reverse saliency driven no-reference stereopair quality assessment
Signal Processing: Image Communication, 58, 187-299, 2017.
Lixiong Liu, Bao Liu, Che-Chun Su, Hua Huang, and Alan Conrad Bovik
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2015
[1] 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
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[2] 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
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2014
[1] 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
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[2] 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
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[3] No-Reference Image Quality Assessment based on Spatial and Spectral Entropies
Signal Processing: Image Communication, 29(8), 856-863, 2014.
Lixiong Liu, Bao Liu, Hua Huang, and Alan Conrad Bovik
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[4] No-Reference Image Quality Assessment in Curvelet Domain
Signal Processing: Image Communication, 29(4), 494-505, 2014.
Lixiong Liu, Hongping Dong, Hua Huang, and Alan C. Bovik
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2013
[1] Multiplane video stabilization
Computer Graphics Forum, 32(7), 265-273, 2013.
Zhong-Qiang Wang, Lei Zhang, Hua Huang
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2012
[1] 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
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[2] Hierarchical narrative collage for digital photo album
Computer Graphics Forum, 31(7), 2173-2181, 2012.
Lei Zhang, Hua Huang
