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Book ChapterDOI

Dual Modulation for LED-Backlit HDR Displays

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TLDR
This chapter outlines a new dual modulation algorithm for the rendering of HDR content and discusses practical lessons that can be helpful toward therender of more accurate and visually appealing HDR content.
Abstract
High dynamic range (HDR) and wide color gamut video processing have started to receive significant research attention in recent years, especially in relation to content generation and processing. However, displaying such content is still a challenge, and efforts are required to make their deployment possible at consumer levels. While the emergence of locally backlit displays has helped to achieve higher contrast in the display of traditional low dynamic range videos, their use for displaying HDR videos is nontrivial. This chapter, therefore, aims to first identify a few challenges in this area. It then outlines a new dual modulation algorithm for the rendering of HDR content. It also discusses practical lessons that can be helpful toward the rendering of more accurate and visually appealing HDR content.

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Journal ArticleDOI

Preference of Experience in Image Tone-Mapping: Dataset and Framework for Objective Measures Comparison

TL;DR: A subjective experiment attempting to determine users’ preference with respect to these two types of content in two different viewing scenarios—with and without the HDR reference shows that the absence of the reference can significantly influence the subjects' preferences for the natural images, while no significant impact has been found in the case of the synthetic images.
Journal ArticleDOI

Advances in the metal nanoparticles (MNPs) doped liquid crystals and polymer dispersed liquid crystal (PDLC) composites and their applications - a review

TL;DR: In this paper, a great interest in doping of different types of nanoparticles (NPs) in the opto-electronic display devices including liquid crystal displays and polymer dispersed LCs is discussed.
Proceedings ArticleDOI

A dual modulation algorithm for accurate reproduction of high dynamic range video

TL;DR: This work presents an iterative scaling approach to estimate dual modulated signals to drive the back LED panel and the front LCD screen, which is able to reproduce accurately luminance values stored in HDR files and describes a temporal smoothing mechanism to compute backlight illumination.
Journal ArticleDOI

Deep Controllable Backlight Dimming for HDR Displays

TL;DR: In this paper , a deep learning based local dimming method is proposed for rendering HDR images on dual-panel HDR displays, which uses a convolutional neural network (CNN) to directly predict backlight values, using as input the HDR image that is to be displayed.
Journal ArticleDOI

Deep Controllable Backlight Dimming for HDR Displays

TL;DR: A novel deep learning based local dimming method that uses a Convolutional Neural Network to directly predict backlight values, using as input the HDR image that is to be displayed on dual-panel HDR displays is proposed.
References
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Journal ArticleDOI

A backlight dimming algorithm for low power and high image quality LCD applications

TL;DR: A new backlight dimming algorithm is proposed to reduce power consumption of backlight and improve image quality in LCD applications by consisted of two new techniques: the brightness modulation of the back light and pixel compensation.
Journal ArticleDOI

Locally pixel‐compensated backlight dimming on LED‐backlit LCD TV

TL;DR: A static contrast of over 20,000:1 has been achieved on a large‐sized LCD panel with the proposed PCBD method, which combines backlight control and pixel processing for reducing light leakage and power consumption while keeping the image at the original brightness.
Journal ArticleDOI

Image integrity-based gray-level error control for low power liquid crystal displays

TL;DR: A new approach to dynamic gray-level error control for global dimming of liquid crystal display (LCD) devices that dynamically chooses the maximum luminance for a given image, based on final image integrity, has an advantage of preserving the worst image quality at any desired level, while reducing power consumption as much as possible.
Journal ArticleDOI

How to reduce light leakage and clipping in local-dimming liquid-crystal displays

TL;DR: A method of determining the LED backlight luminance of each local block depending on the image is proposed and it is shown that this method significantly improves the image quality of LCDs.
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