Model validation for vision systems via graphics simulation

VSR Veeravasarapu, RN Hota, C Rothkopf… - arXiv preprint arXiv …, 2015 - arxiv.org
Rapid advances in computation, combined with latest advances in computer graphics
simulations have facilitated the development of vision systems and training them in virtual …

Simulations for validation of vision systems

VSR Veeravasarapu, RN Hota, C Rothkopf… - arXiv preprint arXiv …, 2015 - arxiv.org
As the computer vision matures into a systems science and engineering discipline, there is a
trend in leveraging latest advances in computer graphics simulations for performance …

Optimizing vision and visuals: lectures on cameras, displays and perception

K Kavakli, DR Walton, N Antipa, R Mantiuk… - ACM SIGGRAPH 2022 …, 2022 - dl.acm.org
The evolution of the internet is underway, where immersive virtual 3D environments
(commonly known as metaverse or telelife) will replace flat 2D interfaces. Crucial ingredients …

[PDF][PDF] Human visual system models in computer graphics

TO Aydin - 2010 - pure.mpg.de
At the receiving end of visual data are humans; thus it is only natural to take into account
various properties and limitations of the human visual system while designing new image …

A performance contextualization approach to validating camera models for robot simulation

A Elmquist, R Serban, D Negrut - arXiv preprint arXiv:2208.01022, 2022 - arxiv.org
The focus of this contribution is on camera simulation as it comes into play in simulating
autonomous robots for their virtual prototyping. We propose a camera model validation …

A design space of vision science methods for visualization research

MA Elliott, C Nothelfer, C Xiong… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
A growing number of efforts aim to understand what people see when using a visualization.
These efforts provide scientific grounding to complement design intuitions, leading to more …

Camera simulation for robot simulation: how important are various camera model components?

A Elmquist, R Serban, D Negrut - arXiv preprint arXiv:2211.08599, 2022 - arxiv.org
Modeling cameras for the simulation of autonomous robotics is critical for generating
synthetic images with appropriate realism to effectively evaluate a perception algorithm in …

A survey of visual analytics techniques for machine learning

J Yuan, C Chen, W Yang, M Liu, J Xia, S Liu - Computational Visual Media, 2021 - Springer
Visual analytics for machine learning has recently evolved as one of the most exciting areas
in the field of visualization. To better identify which research topics are promising and to …

VisionaryVR: An Optical Simulation Tool for Evaluating and Optimizing Vision Correction Solutions in Virtual Reality

BW Hosp, M Dechant, Y Sauer, B Severitt, R Agarwala… - Sensors, 2024 - mdpi.com
In the rapidly advancing field of vision science, traditional research approaches struggle to
accurately simulate and evaluate vision correction methods, leading to time-consuming …

Practical computer vision: Example techniques and challenges

S Pankanti, L Brown, J Connell, A Datta… - IBM Journal of …, 2011 - ieeexplore.ieee.org
Humans, as well as many living organisms, are gifted with the power of “seeing” and
“understanding” the environment around them using their eyes. The ease with which …