Invertible Image Rescaling
作者： Tie-Yan Liu , Zhouchen Lin , Jiang Bian , Di He , Chang Liu
DOI:
关键词:
摘要: … In order to well address this challenge, we develop a novel invertible model called Invertible Rescaling Net (IRN) which captures some knowledge on the lost information in the form of …
arxiv.org
harvard.edu
springer.com参考文章(56)
Diederik P. Kingma, Jimmy Ba, Adam: A Method for Stochastic Optimization arXiv: Learning. ,(2014)
Roman Zeyde, Michael Elad, Matan Protter, On Single Image Scale-Up Using Sparse-Representations Curves and Surfaces. pp. 711- 730 ,(2012) , 10.1007/978-3-642-27413-8_47
Chao Dong, Chen Change Loy, Kaiming He, Xiaoou Tang, Image Super-Resolution Using Deep Convolutional Networks IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 38, pp. 295- 307 ,(2016) , 10.1109/TPAMI.2015.2439281
Samuel Schulter, Christian Leistner, Horst Bischof, Fast and accurate image upscaling with super-resolution forests computer vision and pattern recognition. pp. 3791- 3799 ,(2015) , 10.1109/CVPR.2015.7299003
Gilad Freedman, Raanan Fattal, Image and video upscaling from local self-examples ACM Transactions on Graphics. ,vol. 30, pp. 1- 11 ,(2011) , 10.1145/1944846.1944852
Don P. Mitchell, Arun N. Netravali, Reconstruction filters in computer-graphics ACM SIGGRAPH Computer Graphics. ,vol. 22, pp. 221- 228 ,(1988) , 10.1145/378456.378514
A. Cengiz Öztireli, Markus Gross, Perceptually based downscaling of images ACM Transactions on Graphics. ,vol. 34, pp. 1- 10 ,(2015) , 10.1145/2766891
A. Giachetti, N. Asuni, Real-Time Artifact-Free Image Upscaling IEEE Transactions on Image Processing. ,vol. 20, pp. 2760- 2768 ,(2011) , 10.1109/TIP.2011.2136352
Johannes Kopf, Ariel Shamir, Pieter Peers, Content-adaptive image downscaling ACM Transactions on Graphics. ,vol. 32, pp. 1- 8 ,(2013) , 10.1145/2508363.2508370
, Generative Adversarial Nets neural information processing systems. ,vol. 27, pp. 2672- 2680 ,(2014) , 10.3156/JSOFT.29.5_177_2