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Ying Fu, Tao Zhang, Yinqiang Zheng, Debing Zhang, Hua Huang*. Joint Camera Spectral Response Selection and Hyperspectral Image Recovery. IEEE Trans. Pattern Analysis and Machine Intelligence, 2022, 44(1): 256-272
De-Lei Chen, Lei Zhang, Hua Huang*. Extracting Small Flying Airplane With Spatially Accurate and Temporally Consistent Foreground Modeling. IEEE Trans. Geosci. Remote. Sens.2022, 60: 1-12
Kaixuan Wei, Angelica I. Avilés-Rivero, Jingwei Liang, Ying Fu, Hua Huang, Carola-Bibiane Sch?nlieb. TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems. J. Mach. Learn. Res. 2022, 23(16):1-48
Ying Fu, Tao Zhang, Lizhi Wang, Hua Huang. Coded Hyperspectral Image Reconstruction Using Deep External and Internal Learning. IEEE Trans. Pattern Anal. Mach. Intell. 2022, 44(7): 3404-3420
De-Lei Chen, Lei Zhang, Hua Huang. Robust Extraction and Super-Resolution of Low-Resolution Flying Airplane From Satellite Video. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022)
Zhan Wang, Lizhi Wang, Jun Wan, Hua Huang*. Shared low-rank correlation embedding for multiple feature fusion[J]. IEEE Transactions on Multimedia. 2021, 23: 1855-1867
Mingfei Yu, Lei Zhang, Wufan Wang, Hua Huang*. Loop Closure Detection by Using Global and Local Features With Photometric and Viewpoint Invariance. IEEE Trans. Image Process. 2021, 30: 8873-8885
Kaixuan Wei, Ying Fu, Hua Huang. 3-D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising. IEEE Transactions on Neural Networks and Learning Systems, 2021, 32(1): 363-375
Lizhi Wang, Shipeng Zhang, Hua Huang. Adaptive Dimension-Discriminative Low-Rank Tensor Recovery for Computational Hyperspectral Imaging. Int. J. Comput. Vis. 129(10): 2907-2926 (2021)
Hong-Kang Liu; Lei Zhang; Hua Huang. Small Target Detection in Infrared Videos Based on Spatio-Temporal Tensor Model[J]. IEEE Transactions on Geoscience and Remote Sensing. 2020, 58(12): 8689-8700
Lizhi Wang, Chen Sun, Maoqing Zhang, Ying Fu, Hua Huang*. DNU: Deep Non-local Unrolling for Computational Spectral Imaging, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA,2020
Kaixuan Wei, Ying Fu, Jiaolong Yang, Hua Huang. A Physics-Based Noise Formation Model for Extreme Low-Light Raw Denoising, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020
Zhan Wang, Lizhi Wang, Hua Huang. Structure Preserving Multi-View Dimensionality Reduction. 2020 IEEE International Conference on Multimedia and Expo (ICME)
Ye Xiang, Ying Fu, Hua Huang. Global Topology Constraint Network for Fine-Grained Vehicle Recognition. IEEE Transactions on Intelligent Transportation Systems, 2020, 21(7): 2918-2929
Xiaoxiang Wei, Lei Zhang, Hua Huang*. High-quality blind defocus deblurring of multispectral images with optics and gradient prior[J]. Optics Express, 2020, 28(7): 10683-10704
Ying Fu, Tao Zhang, Yinqiang Zheng, Debing Zhang, Hua Huang*. Joint Camera Spectral Response Selection and Hyperspectral Image Recovery. IEEE Trans. Pattern Analysis and Machine Intelligence, 2020, 10.1109/TPAMI.2020.3009999
Zhan Wang, Lizhi Wang, Jun Wan, Hua Huang *. Shared low-rank correlation embedding for multiple feature fusion. IEEE Transactions on Multimedia, 2020, 10.1109/TMM.2020.3003747
Lizhi Wang, Chen Sun, Ying Fu, Min H. Kim, Hua Huang*. Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, 2019
Ying Fu, Tao Zhang, Yinqiang Zheng, Debing Zhang, Hua Huang*. Hyperspectral Image Super-Resolution with Optimized RGB Guidance, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, 2019
Lixiong Liu, Tianshu Wan, Hua Huang*. Pre-Attention and Spatial Dependency Driven No-Reference Image Quality Assessment[J]. IEEE Transactions on Multimedia, 2019, 21(9): 2305-2318
Lei Lu, Hua Huang *. A hierarchical scheme for vehicle make and model recognition from frontal images of vehicles[J]. IEEE Transactions on Intelligent Transportation Systems, 2019, 20(5): 1774-1786
Hua Huang, Xiaoxiang Wei, Lei Zhang *. Encoding shaky videos by integrating efficient video stabilization[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2019, 29(5):1503-1514
Lei Zhang, Qing-Zhuo Zheng, Hua Huang. Intrinsic Motion Stability Assessment for Video Stabilization[J]. IEEE Transactions on Visualization and Computer Graphics. 2019, 25(4):1681-1692
Lizhi Wang, Chen Sun, Ying Fu, Min H. Kim, Hua Huang*. Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, 2019
Ying Fu, Tao Zhang, Yinqiang Zheng, Debing Zhang, Hua Huang*. Hyperspectral Image Super-Resolution with Optimized RGB Guidance, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, 2019
Lixiong Liu, Tianshu Wan, Hua Huang*. Pre-Attention and Spatial Dependency Driven No-Reference Image Quality Assessment[J]. IEEE Transactions on Multimedia, 2019, 21(9): 2305-2318
Lei Lu, Hua Huang*. A hierarchical scheme for vehicle make and model recognition from frontal images of vehicles[J]. IEEE Transactions on Intelligent Transportation Systems, 2019, 20(5): 1774-1786
Hua Huang, Xiaoxiang Wei, Lei Zhang*. Encoding shaky videos by integrating efficient video stabilization[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2019, 29(5):1503-1514
Lei Zhang, Qing-Zhuo Zheng, Hua Huang*. Intrinsic Motion Stability Assessment for Video Stabilization[J]. IEEE Transactions on Visualization and Computer Graphics. 2019, 25(4):1681-1692
Xiao Zeng, Hua Huang*, Chun Qi. Expanding Training Data For Facial Image Super-Resolution[J]. IEEE Transactions on Cybernetics, 2018, 48(2): 716-729
Fei Yuan, Hua Huang*. Image Haze Removal via Reference Retrieval and Scene Prior[J]. IEEE Transactions on Image Processing, 2018, 27(9): 4395 - 4409
Ying Fu , Yongrong Zheng, Lin Zhang, and Hua Huang*. Spectral Reflectance Recovery From a Single RGB Image[J]. IEEE Transactions on Computational Imaging, 2018, 4(3): 382-394
Ying Fu, Yinqiang Zheng, Hua Huang*, Imari Sato, and Yoichi Sato. Hyperspectral Image Super-Resolution With a Mosaic RGB Image[J]. IEEE Transactions on Image Processing, 2018, 27(11): 5539-5552
Lei Zhang, Qing-Zhuo Zheng, Hong-Kang Liu, and Hua Huang*. Full-Reference Stability Assessment of Digital Video Stabilization Based on Riemannian Metric[J]. IEEE Transactions on Image Processing, 2018, 27(12): 6051-6063
Lei Zhang, Qian-Kun Xu, Hua Huang*. A Global Approach for Fast Video Stabilization[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2017, 27(2) : 225 - 235
Li Ding, Hua Huang, Yu Zang. Image Quality Assessment Using Directional Anisotropy Structure Measurement[J]. IEEE Transactions on Image Processing, 2017, 26(4): 1799-1809
Lei Zhang, Xiao-Quan Chen, Xin-Yi Kong, Hua Huang. Geodesic Video Stabilization in Transformation Space[J]. IEEE Transactions on Image Processing, 2017, 26(5): 2219-2229
Lei Zhang, Le Zhou, Hua Huang. Bundled Kernels for Nonuniform Blind Video Deblurring[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2017, 27(9): 1882 – 1894
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