协作稀疏字典学习实现单幅图像超分辨率重建 下载: 884次
邱康, 易本顺, 向勉, 肖进胜. 协作稀疏字典学习实现单幅图像超分辨率重建[J]. 光学学报, 2018, 38(9): 0910002.
Kang Qiu, Benshun Yi, Mian Xiang, Jinsheng Xiao. Collaborative Sparse Dictionary Learning for Reconstruction of Single Image Super Resolution[J]. Acta Optica Sinica, 2018, 38(9): 0910002.
[3] Yan Q, Xu Y, Yang X K, et al. Single image superresolution based on gradient profile sharpness[J]. IEEE Transactions on Image Processing, 2015, 24(10): 3187-3202.
[5] ChangH, Yeung DY, XiongY. Super-resolution through neighbor embedding[C]∥IEEE Conference on Computer Vision and Pattern Recognition, 2004, 1: 275- 282.
[7] ZeydeR, EladM, ProtterM. On single image scale-up using sparse-representations[C]∥International Conference on Curves and Surfaces, 2010, 6920: 711- 730.
[8] 詹曙, 方琪, 杨福猛, 等. 基于耦合特征空间下改进字典学习的图像超分辨率重建[J]. 电子学报, 2016, 44(5): 1189-1195.
[9] 曾台英, 杜菲. 基于层次聚类的图像超分辨率重建[J]. 光学学报, 2018, 38(4): 0410004.
[10] Dong C, Loy C C, He K M, et al. Image super-resolution using deep convolutional networks[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016, 38(2): 295-307.
[11] 肖进胜, 刘恩雨, 朱力, 等. 改进的基于卷积神经网络的图像超分辨率算法[J]. 光学学报, 2017, 37(3): 0318011.
[12] 郑向涛, 袁媛, 卢孝强. 自外而内的单幅图像超分辨率复原算法[J]. 光学学报, 2017, 37(3): 0318006.
[13] 孙超, 吕俊伟, 李健伟, 等. 基于去卷积的快速图像超分辨率方法[J]. 光学学报, 2017, 37(12): 1210004.
[14] TimofteR, DeV, Gool LV. Anchored neighborhood regression for fast example-based super-resolution[C]∥IEEE International Conference on Computer Vision, 2013: 1920- 1927
[15] TimofteR, Smet VD, Gool LV. A+: Adjusted anchored neighborhood regression for fast super-resolution[C]∥Asian Conference on Computer Vision, 2014, 9006: 111- 126.
[18] MairalJ, BachF, PonceJ, et al. Non-local sparse models for image restoration[C]∥IEEE International Conference on Computer Vision, 2010: 2272- 2279.
[19] NieF, HuangH, CaiX, et al. Efficient and robust feature selection via joint l2,1-norms minimization[C]∥International Conference on Neural Information Processing Systems, 2010: 1813- 1821.
[21] Wright S J, Nowak R D. Figueiredo M A T. Sparse reconstruction by separable approximation[J]. IEEE Transactions on Signal Processing, 2009, 57(7): 2479-2493.
邱康, 易本顺, 向勉, 肖进胜. 协作稀疏字典学习实现单幅图像超分辨率重建[J]. 光学学报, 2018, 38(9): 0910002. Kang Qiu, Benshun Yi, Mian Xiang, Jinsheng Xiao. Collaborative Sparse Dictionary Learning for Reconstruction of Single Image Super Resolution[J]. Acta Optica Sinica, 2018, 38(9): 0910002.