Image visual realism: From human perception to machine computation

S Fan, TT Ng, BL Koenig, JS Herberg… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Visual realism is defined as the extent to which an image appears to people as a photo
rather than computer generated. Assessing visual realism is important in applications like …

An automated estimator of image visual realism based on human cognition

S Fan, TT Ng, JS Herberg, BL Koenig… - Proceedings of the …, 2014 - openaccess.thecvf.com
Assessing the visual realism of images is increasingly becoming an essential aspect of
fields ranging from computer graphics (CG) rendering to photo manipulation. In this paper …

Learning a discriminative model for the perception of realism in composite images

JY Zhu, P Krahenbuhl, E Shechtman… - Proceedings of the …, 2015 - cv-foundation.org
What makes an image appear realistic? In this work, we are answering this question from a
data-driven perspective by learning the perception of visual realism directly from large …

How real is reality? A perceptually motivated system for quantifying visual realism in digital images

N Wang, W Doube - 2011 international conference on …, 2011 - ieeexplore.ieee.org
Contemporary video games are generally designed with the aim of engendering a state of
immersion in their players. A sense of'presence'is considered to be a prerequisite of total …

On visual realism of synthesized imagery

E Reinhard, AA Efros, J Kautz… - Proceedings of the …, 2013 - ieeexplore.ieee.org
Traditionally, computer graphics has been concerned with producing imagery that is as
physically accurate as possible. But accurate physical simulation of geometry, lighting, and …

Establishing an evaluation metric to quantify climate change image realism

S Zhou, A Luccioni, G Cosne… - Machine Learning …, 2020 - iopscience.iop.org
With success on controlled tasks, deep generative models are being increasingly applied to
humanitarian applications (Nie et al 2017 Int. Conf. on Medical Image Computing and …

[图书][B] Measuring the perceived visual realism of images

PM Rademacher - 2003 - search.proquest.com
One of the main goals of computer graphics research is to develop techniques for creating
images that look real—ie, indistinguishable from photographs. Most existing work on this …

Visual equivalence: towards a new standard for image fidelity

G Ramanarayanan, J Ferwerda, B Walter… - ACM Transactions on …, 2007 - dl.acm.org
Efficient, realistic rendering of complex scenes is one of the grand challenges in computer
graphics. Perceptually based rendering addresses this challenge by taking advantage of the …

Memorability: An image-computable measure of information utility

Z Bylinskii, L Goetschalckx, A Newman… - Human Perception of …, 2022 - Springer
The pixels in an image, and the objects, scenes, and actions that they compose, determine
whether an image will be memorable or forgettable. While memorability varies by image, it is …

Hype: A benchmark for human eye perceptual evaluation of generative models

S Zhou, M Gordon, R Krishna… - Advances in neural …, 2019 - proceedings.neurips.cc
Generative models often use human evaluations to measure the perceived quality of their
outputs. Automated metrics are noisy indirect proxies, because they rely on heuristics or …