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Temporal and spatial statistics of image noise in real-time video imaging: a study on on-line portal imaging

机译:实时视频成像中图像噪声的时空统计:在线门户成像研究

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Abstract: We have identified two new noise sources in the real-time portal imaging chain which cause the temporal noise to be higher than the spatial noise. When a vacuum tube camera is used for portal imaging with pulsed linear accelerators, a horizontal banding artifact due to beam pulsation as well as an interface artifact (zig-zag type variation in intensity along vertical direction in a single frame) appears in the images. Frame transfer CCD cameras are only sensitive to the interface artifact. We found that noise due to the X-ray beam pulsation artifacts dominates over other temporal and spatial noise sources in real time portal images, which results in a signal independent SNR. However, when 256 frames are averaged, the pulsation artifact averages out. Further, we found that long term drift in the electronics also contributes excess temporal noise. The SIT camera takes 3 - 4 hours to stabilize its dark current and the frame grabber requires a similar time to stabilize its reference voltages. When sufficient time is allowed for the system to stabilize, and a continuous X-ray source is used, spatial and temporal noise in real time portal images are found to be equal at the 1 standard deviation level up to 256 added frames.!5
机译:摘要:我们在实时门户成像链中发现了两个新的噪声源,它们导致时间噪声高于空间噪声。当真空管照相机用于带有脉冲线性加速器的门成像时,由于束脉冲而产生的水平条纹伪像以及界面伪像(在单帧中沿垂直方向的强度呈锯齿形变化)会出现在图像中。帧传输CCD相机仅对界面伪影敏感。我们发现,由于X射线束脉动伪像而产生的噪声在实时门户图像中比其他时间和空间噪声源要占主导地位,这导致了与信号无关的SNR。但是,当平均256帧时,脉动伪影会平均。此外,我们发现电子器件中的长期漂移还会造成过多的时间噪声。 SIT摄像机需要3-4个小时来稳定其暗电流,而图像采集卡也需要类似的时间来稳定其参考电压。当系统有足够的时间稳定下来并使用连续的X射线源时,发现实时门户图像中的空间和时间噪声在1个标准偏差水平上相等,最多增加256个帧。5

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