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1.
本文以CCD图象为技术背景,指出CCD图象噪声主要将以与信号有关的泊松噪声形式存在。根据图象形成的模型及图象统计特性,提出了最大似然法,最大后验概率法及最大复原方法,针对MAP法提出了具体算法和参数估计方法,并提出应用图象分割法来提高计算机复原速度,节省存储空间。  相似文献   

2.
本文论述了图象质量的各种定量测度,包括连续的和离散的形式。着重讨论了基于视觉特性的图象质量测度,它们与主观评价具有很好的相关性;提出了用图象信息量作图象质量测度的方法。这些测度在图象压缩、图文传真中具有重要的应用。图象质量的测度是对图象质量的评价,它对复原算法优劣的评价是一个十分重要的依据。  相似文献   

3.
本文以CCD图象为技术背景,指出CCD图象噪声主要将以与信号有关的泊松噪声形式存在。根据图象形成的模型及图象统计特性,提出了最大似然(MI)法,最大后验概率(MAP)法及最大熵(ME)复原方法。针对MAP法提出了具体算法和参数估计方法。并提出应用图象分割法来提高计算机复原速度,节省存储空间。  相似文献   

4.
本文论述了统计复原的各种最佳准则,这些准则曾广泛地应用于线性或非线性图象复原方法中,指出了最大信息法更适合复原天文图象。在图象复原领域3内,引入了三种新的图象复原信息法、最小视觉均方差法和小检测概率均方差法,前者基于模糊集原理,后两者基于人眼视觉特性,着重讨论了基于检测概率的复原准则、最大信息复原准则。  相似文献   

5.
本文论述了图象质量的各种定量测度、包括连续和离散的形式。着重讨论了基于视觉特性的图象质量测度,它们与主观评价具有很好的相关性;提出了用图象信息量作图象质量测试的方法。这些测试在图象压缩、图文传真中具有重要的应用。图象质量的测试是对图象质量的评价,它对复原算法优劣的评价是一个十分重要的依据。  相似文献   

6.
本文论述了统计复原的各种最佳准则,这些准则曾广泛地应用于线性或非线性图象复原方法中;指出了最大信息法(MI)更适合复原天文图象。在图象复原领域内,引入了三种新的图象复原准则—最大图象信息法(MII)、最小视觉约方差法(MPMSE)和最小检测概率均方差法(MDP—MSE),前者基于模糊集原理,后两者基于人眼视觉特性。着重讨论了基于检测概率的复原准则(MDP—MSE)、最大信息复原准则(MI)。  相似文献   

7.
本文描述了图象中的噪声特性,着重讨论了与信号有关的噪声的模型及其统计特性,特别是颗粒噪粒噪声和光电散粒噪声。指出磁带记录噪声是一种与信号有关的噪声。在Naderi和Sawchuk图象中噪声模型的基础上,针对CCD摄象机的图象数字化,提出了底片数字化图象的模糊和退化模型。  相似文献   

8.
图象复原是图象处理技术的一个重要部分,本文在线性空间不变退化模型的基础上,导出了代数复原的一般方法。  相似文献   

9.
本文详细地介绍了利用二维离散付里叶变换(DFT)进行图象复原的方法。文中给出了一种利用频谱拟合来准确地求得系统的光学传递函数的方法。在云台CCD系统上进行实际试验的结果表明将系统的空间分辨率提高了2.75倍,将原来连在一起的双星明显地分开了。最后,文章还对DFT图象复原的优缺点进行了讨论。  相似文献   

10.
本文利用DFT象复原方法讨论了用单个小口径射电望远镜获得高空间分辨率图象观测的细节。包括天线方向图的实测和拟合,一维射电太阳象滤波函数的确定,噪声对复原精度和空间分辨率的影响。最后给出了三次试观测的复原结果。其中1987年7月1日的结果与Fleurs站干涉仪的观测结果十分相似。从所得的结果的细节估计达到了7角分的分辨率。附录部分给出了利用射电太阳一维扫描像求出射电天线等效口径和主瓣宽度的方法  相似文献   

11.
我们于1989—1990年对一种有效的天文高分辨率像复原方法—斑点掩模法进行了真实大气、望远镜条件下的模拟实验,得到了较好的结果。实验结果表明,取样期间大气统计特性不变和小方差条件的重要性。为满足这一条件,合适的探测器是必须的。  相似文献   

12.
The acquisition of H  i Parkes All Sky Survey (HIPASS) southern sky data commenced at the Australia Telescope National Facility's Parkes 64-m telescope in 1997 February, and was completed in 2000 March. HIPASS is the deepest H  i survey yet of the sky south of declination +2°, and is sensitive to emission out to 170 h75−1 Mpc. The characteristic root mean square noise in the survey images is 13.3 mJy. This paper describes the survey observations, which comprise 23 020 eight-degree scans of 9-min duration, and details the techniques used to calibrate and image the data. The processing algorithms are successfully designed to be statistically robust to the presence of interference signals, and are particular to imaging point (or nearly point) sources. Specifically, a major improvement in image quality is obtained by designing a median-gridding algorithm which uses the median estimator in place of the mean estimator.  相似文献   

13.
Due to the atmospheric turbulence, the static aberration, tracking and pointing errors of telescopes, the point spread functions (PSFs) in different fields of view are different. Meanwhile, there are different PSFs in the images obtained by different telescopes. The quality of co-adding image is limited by the image with the poorest quality, and finally the resolution and sensitivity of the quad-channel telescope will also be affected. Dividing the image into some regions with the same type of PSF, and deconvolving these regions can improve the quality of the co-adding image. According to this theory, an image restoration algorithm based on the PSF clustering is proposed. Firstly, this paper makes the PSF clustering analysis by using Self-Organizing Maps, and makes the image segmentation based on the result of the PSF clustering analysis, then using the clustered PSFs to make deconvolutions on the sub-images. Then, the restored sub-images after deconvolution are joined together. Finally, by through the image registration and co-adding, the image with a high signal to noise ratio can be obtained. The result shows that the signal to noise ratio of the astronomical images are improved with our method, and the detection capability on faint stars is also improved.  相似文献   

14.
罗林  樊敏  沈忙作 《天文学报》2007,48(3):374-382
大气湍流极大限制了地基大口径望远镜观测天文目标图像的空间分辨率.根据最大似然估计原理,提出了用实际光学带宽约束的可有效减小天文观测图像中大气湍流影响的盲反卷积方法,通过共轭梯度优化算法使卷积误差函数趋向最小.建立了望远镜光学系统参数和图像频域带宽的关系,采用变量正性约束、点扩散函数带宽有限约束,提高算法的收敛性.为避免图像处理中有效傅立叶变换频率超出截止频率,要求采集望远镜焦面图像时单个成像单元(如CCD像素单元)应小于四分之一衍射斑直径.算法中未用目标支持域约束,所提出的方法适用于全视场天文图像恢复.用计算机模拟和对实际天文目标双鱼座图像数据的恢复结果验证了所提出方法的有效性.  相似文献   

15.
We propose a criterion for extending the parameter search method (Krishnakumar and Venkatakrishnan, 1997) of estimating the point spread function to solar data. In the parameter search method, the number of pixels with negative intensity values in the restored object is used as an estimator for determining the unknown parameters of the point spread function. As a solar image has a high background, the restored object does not contain negative values, thereby making the method unsuitable for solar data. We propose to use the intrinsic contrast of solar features as a criterion for identifying the unknown parameter. We validate our method through simulations. This method can not be used for image restoration but can be used for monitoring daytime seeing.  相似文献   

16.
In order to implement an observing strategy,image degradation that occurs during optical observation of space debris is ineluctable and has distinct characteristics. Image restoration is presented as a way to remove the influence of degradation in CCD images of space debris,based on assumed PSF models with the same FWHM as images of the object. In the process of image restoration,the maximum entropy method is adopted. The results of reduction using observed raw CCD images indicate that the precision in estimating positions of objects is improved and the effects of degradation are reduced. Improving the astrometry of space debris using image restoration is effective and feasible.  相似文献   

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