Related published work - ISET/isetcam GitHub Wiki
There are many ISET related publications (both ISETCam and ISETBio). Links to the articles are on Wandell's Publication Page
Bibtex references
These are papers from the last few years for ISETCam and ISETBio.
ISETCam
@ARTICLE{Liu2024-oj,
title = "{ISETHDR}: A physics-based synthetic radiance dataset for
high dynamic range driving scenes",
author = "Liu, Zhenyi and Shah, Devesh and Wandell, Brian",
journal = "arXiv [cs.CV]",
month = aug,
year = 2024,
url = "http://arxiv.org/abs/2408.12048",
archivePrefix = "arXiv",
primaryClass = "cs.CV"
}
@INPROCEEDINGS{Liu2019-ds,
title = "Soft Prototyping Camera Designs for Car Detection Based on a
Convolutional Neural Network",
author = "Liu, Zhenyi and Lian, Trisha and Farrell, Joyce and Wandell,
Brian",
booktitle = "Proceedings of the IEEE International Conference on Computer
Vision Workshops",
pages = "0--0",
year = 2019,
url = "http://openaccess.thecvf.com/content_ICCVW_2019/html/ADW/Liu_Soft_Prototyping_Camera_Designs_for_Car_Detection_Based_on_a_ICCVW_2019_paper.html"
}
@ARTICLE{Liu2020-wx,
title = "Neural Network Generalization: The Impact of Camera Parameters",
author = "Liu, Zhenyi and Lian, Trisha and Farrell, Joyce and Wandell, Brian",
journal = "IEEE Access",
volume = 8,
pages = "10443--10454",
year = 2020,
url = "http://dx.doi.org/10.1109/ACCESS.2020.2965089",
keywords = "Imaging systems;camera design;autonomous driving;network
generalization;convolutional neural network;physically based ray
tracing"
}
@ARTICLE{Blasinski2018-em,
title = "Optimizing Image Acquisition Systems for Autonomous Driving",
author = "Blasinski, Henryk and Farrell, Joyce and Lian, Trisha and Liu,
Zhenyi and Wandell, Brian",
journal = "Electronic Imaging",
publisher = "ingentaconnect.com",
volume = 2018,
number = 5,
pages = "161--1--161--7",
year = 2018,
url = "https://www.ingentaconnect.com/content/ist/ei/2018/00002018/00000005/art00002",
keywords = "MACHINE LEARNING, IMAGE SENSORS, IMAGE SYSTEMS SIMULATION,
AUTONOMOUS VEHICLES"
}
@ARTICLE{Lyu2021-cu,
title = "Validation of image systems simulation technology using a
Cornell Box",
author = "Lyu, Zheng and Kripakaran, Krithin and Furth, Max and Tang,
Eric and Wandell, Brian and Farrell, Joyce",
journal = "arXiv [eess.IV]",
month = may,
year = 2021,
url = "http://arxiv.org/abs/2105.04106",
archivePrefix = "arXiv",
primaryClass = "eess.IV"
}
@ARTICLE{Lyu2022-fd,
title = "Accurate smartphone camera simulation using {3D} scenes",
author = "Lyu, Zheng and Goossens, Thomas and Wandell, Brian and
Farrell, Joyce",
journal = "arXiv [eess.IV]",
month = jan,
year = 2022,
url = "http://arxiv.org/abs/2201.07411",
archivePrefix = "arXiv",
primaryClass = "eess.IV"
}
@ARTICLE{Goossens2022-ub,
title = "Ray-transfer functions for camera simulation of {3D} scenes
with hidden lens design",
author = "Goossens, Thomas and Lyu, Zheng and Ko, Jamyuen and Wan,
Gordon and Farrell, Joyce and Wandell, Brian",
journal = "arXiv [eess.IV]",
month = feb,
year = 2022,
url = "http://arxiv.org/abs/2202.08880",
archivePrefix = "arXiv",
primaryClass = "eess.IV"
}
@ARTICLE{Liu2023-ai,
title = "Using simulation to quantify the performance of automotive
perception systems",
author = "Liu, Zhenyi and Shah, Devesh and Rahimpour, Alireza and
Upadhyay, Devesh and Farrell, Joyce and Wandell, Brian A",
journal = "Electronic Imaging",
pages = "118--1 -- 118--8",
month = mar,
year = 2023,
url = "https://library.imaging.org/ei/articles/35/16/AVM-118",
archivePrefix = "arXiv",
primaryClass = "cs.CV"
}
ISETBio
@ARTICLE{Wandell2024-qr,
title = "Deriving the cone fundamentals: a subspace intersection method",
author = "Wandell, Brian A and Goossens, Thomas and Brainard, David H",
journal = "Proc. Biol. Sci.",
publisher = "The Royal Society",
volume = 291,
number = 2030,
pages = 20240347,
month = sep,
year = 2024,
url = "http://dx.doi.org/10.1098/rspb.2024.0347",
keywords = "colour; perception; retina",
language = "en"
}
@INCOLLECTION{Wandell2021-mo,
title = "Principles and Consequences of the Initial Visual Encoding",
author = "Wandell, B A and Brainard, David",
editor = "F. Gregory Ashby, Hans Colonius And Ehtibar N Dzhafarov",
booktitle = "New Handbook of Mathematical Psychology",
volume = 3,
year = 2021,
url = "https://scarlet.stanford.edu/~brian/papers/ise/2021-Principles-Ashby.pdf"
}
@ARTICLE{Wandell2022-cf,
title = "Visual encoding: Principles and software",
author = "Wandell, Brian A and Brainard, David H and Cottaris, Nicolas P",
journal = "Prog. Brain Res.",
publisher = "Elsevier B.V.",
volume = 273,
number = 1,
pages = "199--229",
month = jun,
year = 2022,
url = "http://dx.doi.org/10.1016/bs.pbr.2022.04.006",
keywords = "Computer graphics; Cone fundamentals; Cone mosaic; Display;
Irradiance; Lens; Optics; Photoreceptor; Pigment density; Point
spread function; Radiance; Retina; ipRGC",
language = "en"
}
@ARTICLE{Cottaris2020-en,
title = "A computational-observer model of spatial contrast sensitivity:
Effects of wave-front-based optics, cone-mosaic structure, and
inference engine",
author = "Cottaris, Nicolas P and Jiang, Haomiao and Ding, Xiaomao and
Wandell, Brian A and Brainard, David H",
journal = "J. Vis.",
volume = 19,
number = 4,
pages = 8,
month = apr,
year = 2019,
url = "http://dx.doi.org/10.1167/19.4.8",
language = "en"
}
@ARTICLE{Lian2019-xr,
title = "Ray tracing {3D} spectral scenes through human optics models",
author = "Lian, Trisha and MacKenzie, Kevin J and Brainard, David H and
Cottaris, Nicolas P and Wandell, Brian A",
journal = "J. Vis.",
number = 12,
pages = 589234,
month = mar,
year = 2019,
url = "https://iovs.arvojournals.org/article.aspx?articleid=2753752",
language = "en"
}
@ARTICLE{Ding2018-ah,
title = "Computational-observer analysis of illumination discrimination",
author = "Ding, X and Radonjić, A and Cottaris, N P and Jiang, H and
Wandell, B A and {others}",
journal = "bioRxiv",
publisher = "biorxiv.org",
year = 2018,
url = "https://www.biorxiv.org/content/early/2018/04/16/302315.abstract"
}
@ARTICLE{Cottaris2020-jk,
title = "A computational observer model of spatial contrast sensitivity:
Effects of photocurrent encoding, fixational eye movements, and
inference engine",
author = "Cottaris, Nicolas P and Wandell, Brian A and Rieke, Fred and
Brainard, David H",
journal = "J. Vis.",
volume = 20,
number = 7,
pages = 17,
month = jul,
year = 2020,
url = "http://dx.doi.org/10.1167/jov.20.7.17",
language = "en"
}
@ARTICLE{Cottaris2018-py,
title = "A computational observer model of spatial contrast sensitivity:
Effects of wavefront-based optics, cone mosaic structure, and
inference engine",
author = "Cottaris, N and Jiang, H and Ding, X and Wandell, B and Brainard,
D H",
journal = "bioRxiv",
publisher = "biorxiv.org",
year = 2018,
url = "https://www.biorxiv.org/content/10.1101/378323v1.abstract"
}
@ARTICLE{Jiang2017-pj,
title = "Simulating retinal encoding: factors influencing Vernier acuity",
author = "Jiang, Haomiao and Cottaris, Nicolas and Golden, James and
Brainard, David and Farrell, Joyce E and Wandell, Brian A",
journal = "Electronic Imaging",
volume = 2017,
number = 14,
pages = "177--181",
year = 2017,
url = "https://www.ingentaconnect.com/content/ist/ei/2017/00002017/00000014/art00023",
keywords = "COMPUTATIONAL SIMULATIONS, VERNIER ACUITY, HUMAN VISION"
}