概括
本研究引入了一种新的变化模型,用于使用单和跨结构相似性 (SISB) 进行红外图像不均性校正 (NUC). 这种新方法有效地抑制强度不均,优于现有的校正技术.
科学领域:
- 图像处理 图像处理
- 计算机视觉 计算机视觉
- 红外成像技术 红外成像技术
背景情况:
- 取决于温度的不均性降低了红外图像质量.
- 现有的不均校正 (NUC) 变异模型存在局限性,原因是图像强度特征的使用不足.
- 目前的方法通常仅依赖于单梯度先验.
研究的目的:
- 引入用于红外图像不均校正 (NUC) 的新型变异模型.
- 利用单框架和跨框架结构相似性 (SISB) 来改善校正.
- 为了解决现有的NUC方法的局限性.
主要方法:
- 提出了一个新的NUC变异模型.
- 该模型使用单和跨结构相似性 (SISB).
- 它利用了纠正图像,偏差图和退化图像之间的结构相似性.
主要成果:
- 提出的基于SISB的变化模型有效地抑制了强度不均.
- 与最先进的校正模型相比,该方法显示出更高的性能.
- 它在现实场景中显示了高效的校正能力.
结论:
- 使用SISB的新型变异模型为红外图像不均提供了有效的解决方案.
- 这种方法通过利用框架间信息来克服现有方法的局限性.
- 拟议的方法代表了红外图像NUC.的显著进步.
相关概念视频
IR Spectrometers
1.2K
There are two main infrared (IR) spectrophotometers: dispersive IR spectrometers and Fourier transform infrared (FTIR) spectrometers. In a dispersive IR spectrometer, a beam of infrared radiation produced by a hot wire is divided into two parallel equal-intensity beams using mirrors. One beam passes through the sample, while another is a reference beam. The beams then move through the monochromator, which separates the radiations into a continuous spectrum of different frequencies. The...
1.2K
Infrared (IR) Spectroscopy: Overview
1.9K
When electromagnetic radiation passes through a material, atoms or molecules transition from a lower to a higher energy state by absorbing radiation corresponding to the energy difference between the two states. The absorption of infrared (IR) radiation causes transitions between vibrational energy levels in a molecule. Therefore, IR spectroscopy is a useful analytical tool for determining the molecular structure of molecules.
Different compounds display unique properties due to their...
Different compounds display unique properties due to their...
1.9K
Attenuated Total Reflectance (ATR) Infrared Spectroscopy: Overview
415
Attenuated total reflectance (ATR) infrared spectroscopy is a powerful analytical technique used to study the composition of materials. It is widely employed in chemistry, materials science, forensic science, and other fields where sample characterization is required. ATR has several advantages over traditional transmission IR spectroscopy, including the requirement of little to no sample preparation and the ability to analyze a wide range of samples.
The ATR process begins by directing a beam...
The ATR process begins by directing a beam...
415


