Single-image-based nonuniformity correction of uncooled long-wave infrared detectors: A deep-learning approach

Z He, Y Cao, Y Dong, J Yang, Y Cao, CL Tisse - Applied optics, 2018 - opg.optica.org
Fixed-pattern noise (FPN), which is caused by the nonuniform opto-electronic responses of
microbolometer focal-plane-array (FPA) optoelectronics, imposes a challenging problem in …

Progressive nonuniformity correction for aero-optical thermal radiation images via bilateral filtering and bézier surface fitting

H Hong, J Liu, Y Shi, L **
S Yuan, H Qin, X Yan, N Akhtar… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Deep learning-based single-image infrared (IR) destri** has made significant advances.
However, these methods are typically evaluated using “synthetic” images with specific stripe …

ARCNet: An asymmetric residual wavelet column correction network for infrared image destri**

S Yuan, H Qin, X Yan, N Akhtar, S Yang… - ar** seeks to restore high-quality content from degraded images.
Recent works mainly address this task by leveraging prior knowledge to separate stripe …

Thermal imaging spatial noise removal via deep image prior and step-variable total variation regularization

K Liu, H Chen, W Bao, J Wang - Infrared Physics & Technology, 2023 - Elsevier
The imaging quality of an uncooled long wave infrared camera suffers severely from time-
drifted spatial noises if not regulated by a thermoelectric cooler (TEC). These noises can be …

FPN estimation based nonuniformity correction for infrared imaging system

C Liu, X Sui, Y Liu, X Kuang, G Gu - Infrared Physics & Technology, 2019 - Elsevier
In this paper, to compensate for the fixed pattern noise (FPN) of infrared imaging system, a
novel scene-based nonuniformity correction method is proposed based on FPN estimation …

A novel stripe noise removal model for infrared images

M Li, S Nong, T Nie, C Han, L Huang, L Qu - Sensors, 2022 - mdpi.com
Infrared images often carry obvious streak noises due to the non-uniformity of the infrared
detector and the readout circuit. These streak noises greatly affect the image quality, adding …

Infrared stripe correction algorithm based on wavelet decomposition and total variation-guided filtering

E Wang, P Jiang, X Li, H Cao - journal of the european …, 2020 - jeos.edpsciences.org
Stripe non-uniformity severely affects the quality of infrared images. It is challenging to
remove stripe noise in low-texture images without blurring the details. We propose a single …

[HTML][HTML] Fourier domain anomaly detection and spectral fusion for stripe noise removal of TIR imagery

Q Zeng, H Qin, X Yan, T Yang - Remote Sensing, 2020 - mdpi.com
Stripe noise is a common and unwelcome noise pattern in various thermal infrared (TIR)
image data including conventional TIR images and remote sensing TIR spectral images …