The invention provides a multi-view-point image super-resolution method based on deep information. The multi-view-point image super-resolution method mainly solves the problem that in the prior art, the edge artifact phenomenon occurs when super-resolution reconstruction is conducted on a low-...
In this paper, we introduce the medium transmission (MT) maps to advance super-resolution tasks for underwater images. A multi-view network is designed to fuse information from the original underwater images and the MT maps, which provides information on the underlying physical properties of the...
Video super-resolution for dual-mode cameras in single-view and mono-view scenarios is studied in this thesis. Dual-mode cameras are capable of generating high-resolution still images while shooting video sequences at low-resolution. High-resolution still images are used to form a regularization ...
Image super-resolution using deep convolutional networks. IEEE Trans. Pattern Anal. Mach. Intell. 38, 295–307 (2015). Google Scholar Xu, L., Ren, J. S., Liu, C. & Jia, J. Deep convolutional neural network for image deconvolution. In Advances in Neural Information Processing Systems ...
Johnson, J., Alahi, A., Fei-Fei, L.: Perceptual losses for real-time style transfer and super-resolution. In: European Conference on Computer Vision, pp. 694–711. Springer (2016) Kazhdan, M., Hoppe, H.: Screened poisson surface reconstruction. ACM Trans. Gr. (ToG) 32(3), 1–13...
Sparse representation is explored extensively in face recognition [3,4] and super resolution [5] due to its good performance in revealing underlying structure. Some sparse representation based methods are used for multi-view recognition tasks, which improve recognition performance by indirectly exploiting...
Super-resolution (SR) algorithms for multiview videos aim at refining the low-resolution (LR) views using high-frequency detail information from adjacent high-resolution (HR) views. However, to refine a LR view, the state-of-the-art methods only exploit the spatial redundancy of a multiview ...
This paper proposes a novel super-resolution (SR) approach to mixed-resolution (MR) multi-view video, whereby the low-resolution (LR) videos produced by MR camera setups are up-sampled based on the neighboring HR videos. Our solution analyzes the statistical correlation of different resolutions ...
Super-resolution of Aerial Image; 航空影像的超分辨率显示 3. Research on geometric rectification of aerial images 航空影像几何校正方法的研究 更多例句>> 4) aerial images 航空影像 1. Studies on Extraction Techniques of Primary Objects from Urban Aerial Images; 城市航空影像关键地物提取技术研究 2...
超分综述:Deep Learning for Image Super-resolution:A Survey instroduction 1 introduce 总结了几方面:problem settings、数据集、performance metrics、SR方法、特定领域应用 以结构组件形式,总结超分方法的优点与限制 讨论了存在的问题和挑战,以及未来的趋势和发展方向 整体结构: method Super-resolution Frameworks 灰...