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Pixel Response Non-Uniformity Correction for Multi-TDICCD Camera based on FPGA

机译:基于FPGA的Multi-TDICCD相机的像素响应非均匀性校正

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摘要

A non-uniformity correction algorithm is proposed and implemented on a Field-Programmable Gate Array (FPGA) hardware platform to solve a pixel response non-uniformity(PRNU) problem of multi Time Delay and Integration Charge Couple Device(TDICCD) camera. The non-uniformity are introduced and the synthetical correction algorithm is presented, in which the two-point correction method is used in a single channel, gain averaging correction method among multi-channel and the scene-adaptive correction method among multi-TDICCD. Then, the correction algorithm is designed. Finally, analyzing the FPGA ability for fix-point processing, the correction algorithm is optimized, and implemented on FPGA. Testing results indicate that the non-uniformity can be decreased from 8.27% to 0.51% for three TDICCDs camera's images with the proposed correction algorithm, proving that this correction algorithm is with high real-time performance, great engineering realization and satisfaction for the system requirements.
机译:提出了一种非均匀性校正算法,并在现场可编程门阵列(FPGA)硬件平台上实现,以解决多时延积分电荷耦合器件(TDICCD)相机的像素响应非均匀性(PRNU)问题。介绍了非均匀性并提出了综合校正算法,其中在单通道中使用两点校正方法,在多通道中使用增益平均校正方法,在多TDICCD中使用场景自适应校正方法。然后,设计校正算法。最后,通过分析FPGA的定点处理能力,优化校正算法,并在FPGA上实现。测试结果表明,提出的校正算法可以将三张TDICCD相机的图像不均匀度从8.27%降低到0.51%,证明该校正算法具有较高的实时性,良好的工程实现能力和对系统要求的满足感。 。

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