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A study on some aspects of reconstruction of images by parallel beam back projection method

机译:平行光束反投影法重建图像若干方面的研究

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摘要

Parallel beam back projection method has been used to reconstruct the images (collected from standard books or literature) which had been acquired by using energy source of various frequency bands in electromagnetic spectrum. The present study has included various images in positive as well as negative forms. Images of stellar objects, natural phenomena and normal objects has been analysed by varying the image resolution and entropy of the reconstructed images have been calculated for various number of projections. It has been observed that the number of projections becomes higher with the increase of image resolution for having the larger amount of entropy. The study has also indicated that the entropy achieved for the reconstructed image at first increases and then passes through a maximum followed by a decreasing nature with the increase of number of projections. Histogram equalisation studies have further been made on each reconstructed image to have an insight to the contrast of reconstructed images.
机译:平行束反投影方法已经被用于重建通过使用电磁频谱中的各个频带的能量源获得的图像(从标准书籍或文献中收集)。本研究包括正负两种形式的各种图像。通过改变图像分辨率来分析恒星物体,自然现象和正常物体的图像,并针对各种投影数量计算出重建图像的熵。已经观察到,由于具有较大的熵,投影的数量随着图像分辨率的增加而变得更高。研究还表明,随着投影数量的增加,重构图像实现的熵首先增加,然后经过最大值,然后递减。对每个重建图像进行了直方图均衡化研究,以了解重建图像的对比度。

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