Mean squared error: Love it or leave it? A new look at signal fidelity measures

Z Wang, AC Bovik - IEEE signal processing magazine, 2009 - ieeexplore.ieee.org
In this article, we have reviewed the reasons why we (collectively) want to love or leave the
venerable (but perhaps hoary) MSE. We have also reviewed emerging alternative signal …

Modern image quality assessment

Z Wang, AC Bovik - 2006 - Springer
This Lecture book is about objective image quality assessment—where the aim is to provide
computational models that can automatically predict perceptual image quality. The early …

Display adaptive tone map**

R Mantiuk, S Daly, L Kerofsky - ACM SIGGRAPH 2008 papers, 2008 - dl.acm.org
We propose a tone map** operator that can minimize visible contrast distortions for a
range of output devices, ranging from e-paper to HDR displays. The operator weights …

Analysis and evaluation of image quality metrics

T Samajdar, MI Quraishi - … of Second International Conference INDIA 2015 …, 2015 - Springer
Abstract Image Quality Assessment (IQA) is a very difficult task, yet highly important
characteristic for evaluation of the image quality. Widely popular IQA techniques, belonging …

Structure-aware error diffusion

J Chang, B Alain, V Ostromoukhov - ACM SIGGRAPH Asia 2009 papers, 2009 - dl.acm.org
We present an original error-diffusion method which produces visually pleasant halftone
images while preserving fine details and visually identifiable structures present in the …

Signature-embedding in printed documents for security and forensic applications

AK Mikkilineni, GN Ali, PJ Chiang… - Security …, 2004 - spiedigitallibrary.org
Despite the increase in email and other forms of digital communication, the use of printed
documents continues to increase every year. Many types of printed documents need to be" …

Image quality assessment

K Seshadrinathan, TN Pappas, RJ Safranek… - The essential guide to …, 2009 - Elsevier
Publisher Summary This chapter examines objective criteria for the evaluation of image
quality as perceived by an average human observer. The focus is on image fidelity, ie, how …

Image inverse halftoning and descreening: a review

F Zhang, X Zhang - Multimedia Tools and Applications, 2019 - Springer
With the development of computer technology and network technology, a large amount of
printed documents are converted to the electronic documents and spread on internet. When …

Document recapture detection based on a unified distortion model of halftone cells

Z Hu, C Chen, WH Mow, J Huang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In recent years, digital copies of paper documents are used widely with the prevalence of
various online services. As a result, it is critical to validate the authenticity of the uploaded …

Practical image quality metric applied to image coding

F Zhang, L Ma, S Li, KN Ngan - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Perceptual image coding requires an effective image quality metric, yet most of the existing
metrics are complex and can hardly guide the compression effectively. This paper proposes …