Title | OpenICS: Open Image Compressive Sensing Toolbox and Benchmark |
Publication Type | Journal Article |
Year of Publication | 2021 |
Authors | Zhao, J, Westerham, M, Lakatos-Toth, M, Zhang, Z, Moskoff, A, Ren, F |
Journal | Software Impacts |
Volume | 9 |
Date Published | 05/2021 |
Keywords (or New Research Field) | psclab |
Abstract | The real-world application of image compressive sensing is largely limited by the lack of standardization in implementation and evaluation. To address this limitation, we present OpenICS, an image compressive sensing toolbox that implements multiple popular image compressive sensing algorithms into a unified framework with a standardized user interface. Furthermore, a corresponding benchmark is also proposed to provide a fair and complete evaluation of the implemented algorithms. We hope this work can serve the growing research community of compressive sensing and the industry to facilitate the development and application of image compressive sensing. |
URL | https://arxiv.org/pdf/2103.00652.pdf |
DOI | 10.1016/j.simpa.2021.100081 |
Sign In / Sign Out
Navigation for Entire University