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首页> 外文期刊>Defence Science Journal >Sensor Non Uniformity Correction Algorithms and its Real Time Implementation for Infrared Focal Plane Array-based Thermal Imaging System
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Sensor Non Uniformity Correction Algorithms and its Real Time Implementation for Infrared Focal Plane Array-based Thermal Imaging System

机译:基于红外焦平面阵列的热成像系统传感器非均匀性校正算法及其实时实现

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摘要

The advancement in infrared (IR) detector technologies from 1st to 3rd generation and beyond has resulted in the improvement of infrared imaging systems due to availability of IR detectors with large number of pixels, smaller pitch, higher sensitivity and large F-number. However, it also results in several problems and most serious of them is sensor non-uniformities, which are mainly attributed to the difference in the photo-response of each detector in the infrared focal plane array. These spatial and temporal non-uniformities result in a slowly varying pattern on the image usually called as fixed pattern noise and results in the degradation the temperature resolving capabilities of thermal imaging system considerably. This paper describes two types of non uniformity correction methodologies. First type of algorithms deals with correction of sensor non-uniformities based upon the calibration method. Second type of algorithm deals with correction of sensor non uniformities using scene information present in the acquired images. The proposed algorithms correct both additive and multiplicative non uniformities. These algorithms are evaluated using the simulated & actual infrared data and results of implementations are presented. Furthermore, proposed algorithms are implemented in field programmable gate array based embedded hardware.
机译:从第一代到第三代及以后的红外(IR)检测器技术的进步,由于具有大量像素,较小间距,较高灵敏度和较大F数的IR检测器的可用性,导致了红外成像系统的改进。然而,这也导致了一些问题,其中最严重的是传感器的不均匀性,这主要归因于红外焦平面阵列中每个检测器的光响应差异。这些空间和时间上的不均匀性导致图像上的图案变化缓慢,通常称为固定图案噪声,并导致热成像系统的温度分辨能力大大降低。本文介绍了两种非均匀性校正方法。第一类算法基于校准方法来处理传感器不均匀性的校正。第二类算法使用获取的图像中存在的场景信息来处理传感器不均匀性的校正。所提出的算法校正了加性和乘法不均匀性。这些算法是使用模拟的和实际的红外数据进行评估的,并介绍了实现的结果。此外,提出的算法在基于现场可编程门阵列的嵌入式硬件中实现。

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