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中国科学院, 长春光学精密机械与物理研究所,吉林 长春,130033
收稿日期:2003-01-23,
修回日期:2003-03-20,
网络出版日期:2003-06-15,
纸质出版日期:2003-06-15
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于涌, 郭丽虹, 邢忠宝, 谭振江. 高空间冗余图像DCT压缩产生的几何衰变[J]. 光学精密工程, 2003,(3): 305-308
YU Yong, GUO Li-hong, XING Zhong-bao, TAN Zhen-jiang . Geometric degradation produced during DCT compression of images with high spatial redundancy[J]. Editorial Office of Optics and Precision Engineering, 2003,(3): 305-308
于涌, 郭丽虹, 邢忠宝, 谭振江. 高空间冗余图像DCT压缩产生的几何衰变[J]. 光学精密工程, 2003,(3): 305-308 DOI:
YU Yong, GUO Li-hong, XING Zhong-bao, TAN Zhen-jiang . Geometric degradation produced during DCT compression of images with high spatial redundancy[J]. Editorial Office of Optics and Precision Engineering, 2003,(3): 305-308 DOI:
离散余弦变换(DCT)压缩图像的客观质量评价通常采用均方误差(MSE)和峰值信噪比(PSNR)
而缺乏对图像几何衰变的考虑
这正是基于位置信息的图像测量系统的关键.针对这一问题
对两幅高空间冗余图像进行DCT压缩实验研究
结果表明:用4×4分块
1:2压缩比时
MSE和PSNR变化不大
但有1或2个像元的几何衰变.与一般情况下光学测量系统总体误差只有1~2个像元比较
在因压缩而产生像元级的位置变化时
将会严重影响测量精度
因此对这类图像进行DCT压缩时应十分关注几何衰变.
The objective image quality evaluation of DCT(discrete cosine transform) compressed images is usually achieved using MSE(mean square error) and PSNR(peak signal to noise ratio) with the geometric degradation of images out of consideration
which is the very key to the optical measurement system based on position information. DCT compression experiemnts made with two images with high spatial redundancy show that MSE and PSNR do not change much under 4?4 processing block and 1:2 compression ratio
but there is a geometric degradation of 1 or 2 pixels; considering the total error of the optical measurement system is generally only 1 or 2 pixels
a change in position of more than 1 pixel resulting from DCT compression will have a significant influence on the accuracy of the measurement system. A good deal of attention should
therefore
be paid to geometric degradation during DCT compression.
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