OpenICS: Open Image Compressive Sensing Toolbox and Benchmark

TitleOpenICS: Open Image Compressive Sensing Toolbox and Benchmark
Publication TypeJournal Article
Year of PublicationTo Appear
AuthorsZhao, J, Westerham, M, Lakatos-Toth, M, Zhang, Z, Moskoff, A, Ren, F
JournalSoftware Impacts
Date Published05/2021
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.

URLhttps://arxiv.org/pdf/2103.00652.pdf
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