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CMOS smart photosensor array for optoelectronic hit/miss transform processing of cervical smears

机译:CMOS智能光电传感器阵列,用于子宫颈细胞涂片的光电击穿/缺失转换处理

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A CMOS smart photosensor test chip has been fabricated with a 24 /spl times/ 24 smart photosensor array (SPA) to perform parallel postprocessing at the output plane of an optical correlator. The optical correlator comprises the first stage in a two-stage optoelectronic processor used to detect cancerous cells on cervical smear slides. The first stage of the processor uses the optoelectronic hit/miss transform (HMT) algorithm to rapidly scan the 2.5 GB of image data per slide for suspicious images. The output of this first stage consists of two time-sequential images coming from the optical correlator at rates up to 740 frames per second. To complete the first stage of processing a fast framing CCD camera must acquire the two images at a spatial resolution of 128/spl times/128 with 8 bits of grey scale per pixel. This produces an IO load of 97 Mbps which a digital framegrabber acquires in the controlling PC. The computer must then postprocess these two grey scale images in software or programmed DSP chips to complete the EIMT algorithm. The postprocessing consists of thresholding the two outputs of the correlator and then logically ANDing them to generate the finished HMT result, a binary image. The time required to serialize and process the correlator outputs in this fashion produces a IO bottleneck at the output of the first stage of the system. In contrast, a SPA at the same resolution and frame rate can reduce output bandwidth to 6 Mbps, 16 times less than the conventional CCD/DSP approach. In addition to reducing IO bandwidth, the SPA outputs the finished HMT result images thereby eliminating Image processing within the computer further freeing CPU time for other system control tasks.
机译:CMOS智能光传感器测试芯片已制造为具有24个/ spl次/ 24个智能光传感器阵列(SPA),以在光学相关器的输出平面上执行并行后处理。光学相关器包括两级光电处理器中的第一级,用于检测子宫颈涂片上的癌细胞。处理器的第一阶段使用光电命中/丢失变换(HMT)算法来快速扫描每张幻灯片的2.5 GB图像数据中的可疑图像。该第一阶段的输出包括两个来自光学相关器的时序图像,速率高达每秒740帧。为了完成处理的第一阶段,快速成帧CCD相机必须以128 / spl次/ 128的空间分辨率获取两个图像,每个像素具有8位灰度。这将产生97 Mbps的IO负载,数字帧捕获器将在控制PC中获得该IO负载。然后,计算机必须在软件或已编程的DSP芯片中对这两个灰度图像进行后处理,以完成EIMT算法。后处理包括对相关器的两个输出进行阈值处理,然后对它们进行逻辑“与”运算,以生成最终的HMT结果(二进制图像)。以这种方式序列化和处理相关器输出所需的时间会在系统第一阶段的输出中产生IO瓶颈。相反,具有相同分辨率和帧速率的SPA可以将输出带宽降低到6 Mbps,是传统CCD / DSP方法的16倍。除了减少IO带宽外,SPA还可以输出完成的HMT结果图像,从而消除了计算机内的图像处理,从而进一步为其他系统控制任务腾出了CPU时间。

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