Mini-LED Based on LEDNet Image Enhancement Network

In recent years, the development of display technology has attracted widespread attention, especially the research on Mini-LED and Micro-LED has become increasingly popular. The advent of Mini-LED technology has brought us excellent contrast and color performance, and the joint tasks of the low-brig...

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Bibliographic Details
Main Authors: Fan, Yu-Cheng, Wang, Jian-Ping, Yang, Ya-Wen, Lee, Ching-Min
Format: Conference Proceeding
Language:English
Subjects:
Accelerator architectures
Consumer electronics
Image color analysis
Image enhancement
LEDNet
Liquid crystal displays
local dimming
Mini-LED
Neural networks
Reproducibility of results
Online Access:Request full text
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Summary:In recent years, the development of display technology has attracted widespread attention, especially the research on Mini-LED and Micro-LED has become increasingly popular. The advent of Mini-LED technology has brought us excellent contrast and color performance, and the joint tasks of the low-brightness image enhancement network and the blur-removing network are a new solution. Only a few previous studies have focused on combining the two. Based on the LEDNet architecture, this paper designs a high-quality image enhancement network and proposes a novel pooling method to further improve the quality of enhanced images. In the design of the Mini-LED model, we adopt local dimming technology to achieve high performance images.
ISSN:2693-0854
DOI:10.1109/GCCE62371.2024.10760831