Hyperspectral Image Reconstruction Using Deep External and Internal Learning
暂无分享,去创建一个
Tao Zhang | Ying Fu | Lizhi Wang | Hua Huang | Tao Zhang | Lizhi Wang | Ying Fu | Hua Huang
[1] Jian Yang,et al. MemNet: A Persistent Memory Network for Image Restoration , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).
[2] Pavan K. Turaga,et al. ReconNet: Non-Iterative Reconstruction of Images from Compressively Sensed Random Measurements , 2016, ArXiv.
[3] Andrea Vedaldi,et al. Deep Image Prior , 2017, International Journal of Computer Vision.
[4] Dong Liu,et al. HSCNN: CNN-Based Hyperspectral Image Recovery from Spectrally Undersampled Projections , 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).
[5] Liang Gao,et al. Snapshot Image Mapping Spectrometer (IMS) with high sampling density for hyperspectral microscopy , 2010, Optics express.
[6] Asgeir Bjorgan,et al. Towards real-time medical diagnostics using hyperspectral imaging technology , 2015, European Conference on Biomedical Optics.
[7] Yoichi Sato,et al. Exploiting Spectral-Spatial Correlation for Coded Hyperspectral Image Restoration , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[8] Yuehao Wu,et al. Development of a digital micromirror device (DMD)-based Snapshot Spectral Imaging (DMD-SSI) system , 2011, IEEE Photonic Society 24th Annual Meeting.
[9] Nahum Gat,et al. Development of four-dimensional imaging spectrometers (4D-IS) , 2006, SPIE Optics + Photonics.
[10] Ayan Chakrabarti,et al. Statistics of real-world hyperspectral images , 2011, CVPR 2011.
[11] Deyu Meng,et al. Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network , 2017, IEEE Transactions on Image Processing.
[12] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[13] Hideaki Haneishi,et al. High-fidelity video and still-image communication based on spectral information: natural vision system and its applications , 2006, Electronic Imaging.
[14] Alfred S. McEwen,et al. Spectral evidence for hydrated salts in recurring slope lineae on Mars , 2015 .
[15] Lucien Wald,et al. Quality of high resolution synthesised images: Is there a simple criterion ? , 2000 .
[16] Fred A. Kruse,et al. The Spectral Image Processing System (SIPS) - Interactive visualization and analysis of imaging spectrometer data , 1993 .
[17] Guangming Shi,et al. Dual-camera design for coded aperture snapshot spectral imaging. , 2015, Applied optics.
[18] José M. Bioucas-Dias,et al. A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration , 2007, IEEE Transactions on Image Processing.
[19] I. Yamaguchi,et al. Simultaneous acquisition of spectral image information. , 1991, Optics letters.
[20] Giljoo Nam,et al. High-quality hyperspectral reconstruction using a spectral prior , 2017, ACM Trans. Graph..
[21] Qionghai Dai,et al. Dual-coded compressive hyperspectral imaging. , 2014, Optics letters.
[22] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[23] Guolan Lu,et al. Medical hyperspectral imaging: a review , 2014, Journal of biomedical optics.
[24] Guangming Shi,et al. Adaptive Nonlocal Sparse Representation for Dual-Camera Compressive Hyperspectral Imaging , 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[25] Shree K. Nayar,et al. Generalized Mosaicing: Wide Field of View Multispectral Imaging , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[26] Eero P. Simoncelli,et al. Image quality assessment: from error visibility to structural similarity , 2004, IEEE Transactions on Image Processing.
[27] Gonzalo R. Arce,et al. Compressive Hyperspectral Imaging via Approximate Message Passing , 2015, IEEE Journal of Selected Topics in Signal Processing.
[28] Gang Sun,et al. Squeeze-and-Excitation Networks , 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.
[29] Qionghai Dai,et al. Supplementary Document : Spatial-spectral Encoded Compressive Hyperspectral Imaging , 2014 .
[30] M. Borengasser,et al. Hyperspectral Remote Sensing: Principles and Applications , 2007 .
[31] Yoshua Bengio,et al. Understanding the difficulty of training deep feedforward neural networks , 2010, AISTATS.
[32] Boaz Arad,et al. Sparse Recovery of Hyperspectral Signal from Natural RGB Images , 2016, ECCV.
[33] Robert W. Basedow,et al. HYDICE system: implementation and performance , 1995, Defense, Security, and Sensing.
[34] Ashwin A. Wagadarikar,et al. Single disperser design for coded aperture snapshot spectral imaging. , 2008, Applied optics.
[35] M E Gehm,et al. Single-shot compressive spectral imaging with a dual-disperser architecture. , 2007, Optics express.
[36] Tao Zhang,et al. HyperReconNet: Joint Coded Aperture Optimization and Image Reconstruction for Compressive Hyperspectral Imaging , 2019, IEEE Transactions on Image Processing.
[37] Pavan K. Turaga,et al. ReconNet: Non-Iterative Reconstruction of Images from Compressively Sensed Measurements , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[38] Shree K. Nayar,et al. Generalized Assorted Pixel Camera: Postcapture Control of Resolution, Dynamic Range, and Spectrum , 2010, IEEE Transactions on Image Processing.
[39] Wallace M. Porter,et al. A System Overview Of The Airborne Visible/Infrared Imaging Spectrometer (Aviris) , 1987, Optics & Photonics.
[40] David J. Brady,et al. Multiframe image estimation for coded aperture snapshot spectral imagers. , 2010, Applied optics.
[41] Tao Zhang,et al. Joint Camera Spectral Sensitivity Selection and Hyperspectral Image Recovery , 2018, ECCV.
[42] Yun Fu,et al. Image Super-Resolution Using Very Deep Residual Channel Attention Networks , 2018, ECCV.
[43] Trevor Darrell,et al. Caffe: Convolutional Architecture for Fast Feature Embedding , 2014, ACM Multimedia.
[44] Guangming Shi,et al. High-speed hyperspectral video acquisition with a dual-camera architecture , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[45] M. Descour,et al. Computed-tomography imaging spectrometer: experimental calibration and reconstruction results. , 1995, Applied optics.
[46] M. Descour,et al. Large-image-format computed tomography imaging spectrometer for fluorescence microscopy. , 2001, Optics express.