LIU Jun, DEND Yi, YANG Yanxi, et al. Method for sharpening infrared compensation image for monitoring video inside air preheater based on cGAN network[J]. Thermal power generation, 2021, 50(10): 130-134.
DOI:
LIU Jun, DEND Yi, YANG Yanxi, et al. Method for sharpening infrared compensation image for monitoring video inside air preheater based on cGAN network[J]. Thermal power generation, 2021, 50(10): 130-134. DOI: 10.19666/j.rlfd.202103076.
Method for sharpening infrared compensation image for monitoring video inside air preheater based on cGAN network
实现了空预器红外补光监控图像清晰化处理。本文方法 c GAN模型小、训练过程简单、计算效率高、图像清晰化处理效果好
适于相似复杂工业环境下对监控视频图像的恢复和清晰化处理。
Abstract
Changes of factors such as dust
smoke and light inside air preheater cause unclear monitoring video images
which affects the monitoring effect. To solve this problem
this paper proposes a method for sharpening infrared compensation image of monitoring video inside the air preheater based on conditional generative adversarial network(cGAN). In this method
the acquired infrared compensation images are preprocessed
including Gaussian filter de-noising and image splicing
then the composite graphics of low resolution image and high resolution image are obtained. The low resolution image serves as the one to be reconstructed and the high resolution image as the ideal reference one for reconstructing. The cGAN model is established to reconstruct the low-resolution images
and the optimized parameters are adjusted to generate the corresponding high-resolution images. Moreover
two sets of on-site monitoring videos inside the air preheater are adopted in the experiments as the training sets for offline training
and clear processing of infrared compensation images is realized. The method in this paper has small model
simple training process
high computational efficiency and good image clarity processing effect
which is suitable for restoration and clarification of the monitoring image in similar complex engineering scenarios.
ANALYSIS OF PLATE-TURNOVER PHENOMENON CONCERNING RUDUCTION GEARBOX OF 29-VI(T) 1780 TYPE AIR PREHEATER SURPASSING THE CLUTCH COUPLING AND TECHNICAL RETROFITTING OF THE STARTING-UP CIRCUIT
INFLUENCE OF SCR DENITRIFICATION FACILITY UPON THE BOILER STRUCTURE
ANALYSIS OF EFFECTIVENESS AND ECONOMIC EFFICIENCY FOR ON-LINE WATER FLUSHING OF AIR PREHEATER
CAUSE ANALYSIS OF HIGH EXHAUST GAS TEMPERATURE FROM HG-450/13.7-YM24 BOILER AND RETROFIT THEREOF
RETROFIT OF ROTARY AIR PREHEATER FOR ELIMINATING AIR-LEAKAGE