Infrared thermal image denoising with symmetric multi-scale sampling network

X Hu, S Luo, C He, W Wu, H Wu - Infrared Physics & Technology, 2023 - Elsevier
… We propose an infrared thermal image denoising method based on the residual learning
with a … In this section, we comprehensively evaluate infrared images corrupted by GPHN with …

Adaptive denoising and alignment agents for infrared imaging

VM Leli, V Shipitsin, OY Rogov… - IEEE Control …, 2021 - ieeexplore.ieee.org
… , we test the implemented approach on our … denoised images results in an increase in
metrics as compared to our original baseline performance [8]. With the Rician noise corruption, the …

[HTML][HTML] An Innovative Approach for Removing Stripe Noise in Infrared Images

X Zhao, M Li, T Nie, C Han, L Huang - Sensors, 2023 - mdpi.com
noise removal algorithms for infrared images currently either have an insufficient denoising
ability, resulting in processed images … and the input data cannot be corrupted. Otherwise, the …

Infrared star image denoising using regions with deep reinforcement learning

Z Zhang, W Zheng, Z Ma, L Yin, M Xie, Y Wu - Infrared Physics & …, 2021 - Elsevier
… in the previous studies on star image denoising, a regions with deep … in infrared image is
designed and developed in this study. … and novel approach for infrared star image denoising is …

Infrared thermal imaging denoising method based on second-order channel attention mechanism

Z Li, S Luo, M Chen, H Wu, T Wang, L Cheng - Infrared Physics & …, 2021 - Elsevier
… (DL) image denoising method to solve the problem of poor image quality and … infrared
thermal imaging. We develop a DL model to process the image, fit the noise residual of the image

An infrared image denoising model with unidirectional gradient and sparsity constraint on biomedical images

H Liu, Q An, T Liu, Z Huang, Q Deng - Infrared Physics & Technology, 2022 - Elsevier
… 4(g), exhibit residual stripe noises at the damaged places. Moreover, we report the merits
Q-… In this article, we propose a novel IR image destriping method with unidirectional gradient …

Infrared and visible fusion imaging via double-layer fusion denoising neural network

Z Li, H Wu, L Cheng, S Luo, M Chen - Digital Signal Processing, 2022 - Elsevier
… We propose an infrared and visible fusion imaging method … radiation information in the
infrared image and the detailed … when the original image is corrupted by noise in the fusion …

A successive approach to enhancement of infrared facial images

Z Cao, Y Zhong, L Gaotang, H Zhao… - Infrared Technology …, 2022 - spiedigitallibrary.org
… be inevitably damaged as noises being removed. Therefore, after the first step of … denoised
IR images, we propose to use a successive approach consisting of two stages – denoising

Deep convolutional network aided by non-local method for hyperspectral image denoising

GA De Oliveira, LM De Almeida, ER De Lima… - IEEE …, 2023 - ieeexplore.ieee.org
… ABSTRACT This paper introduces a new hyperspectral image denoising method called Non-…
Thermal noise is one of the most common types of image corruption and is the problem this …

Stacked denoising autoencoder for infrared thermography image enhancement

Z Wei, H Fernandes, JR Tarpani… - 2021 IEEE 19th …, 2021 - ieeexplore.ieee.org
… , a specimen is quickly heated, and infrared images are … enhancement approach with stacked
denoising autoencoder (… added to the thermal profile to simulate a corrupted input before it …