@article{2473e793194d4e0b8c8bb758ec19ace3,
title = "OpenICS: Open image compressive sensing toolbox and benchmark[Formula presented]",
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.",
keywords = "Compressive sensing, Computer vision, Image processing, Machine learning, Signal processing",
author = "Jonathan Zhao and M{\'a}rk Lakatos-T{\'o}th and Matthew Westerham and Zhikang Zhang and Avi Moskoff and Fengbo Ren",
note = "Funding Information: This work is supported by the Research Experiences for Undergraduates (REU) funding of an National Science Foundation, USA grant (IIS/CPS-1652038) and the Fulton Undergraduate Research Initiative (FURI) program at Arizona State University, USA. Part of the NVIDIA GPUs used for this work were donated by NVIDIA Corporation. The CPU servers used for this work were donated by Intel Corporation. Funding Information: This work is supported by the Research Experiences for Undergraduates (REU) funding of an National Science Foundation, USA grant ( IIS/CPS-1652038 ) and the Fulton Undergraduate Research Initiative (FURI) program at Arizona State University, USA . Part of the NVIDIA GPUs used for this work were donated by NVIDIA Corporation. The CPU servers used for this work were donated by Intel Corporation. Publisher Copyright: {\textcopyright} 2021 The Author(s)",
year = "2021",
month = aug,
doi = "10.1016/j.simpa.2021.100081",
language = "English (US)",
volume = "9",
journal = "Software Impacts",
issn = "2665-9638",
publisher = "Elsevier BV",
}