Intelligent Restoration Technology of Mural Digital Image Based on Machine Learning Algorithm

نویسندگان

چکیده

Influenced by the natural environment and preservation conditions, frescoes in monastery were damaged to some extent. In order solve fresco image restoration conversion structural decomposition defects, an intelligent digital technique based on machine learning algorithm is proposed. Firstly, information of mural collected a scanning program, data database extracted. The mean filter template used restore color image, Gaussian details. two are superimposed ensure that not affected distortion halo, so as clarity boundary. depth model local fuzzy feature obtained using multimodal method, realized this model. experimental results show method can effectively repair features image. precision more than 95.7% fills missing from quality good.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Improved Digital Image Restoration Algorithm Based on Criminisi

Digital image inpainting pertains to the reconstruction of missing or damaged portions of images in a manner that is not detectable to the observer. This study evaluates the Criminisi algorithm for digital image inpainting and proposes four improvements. First, a new priority function was introduced using piecewise function to adjust the sequence of inpainting process and change the operation u...

متن کامل

Supervised Learning of Digital image restoration based on Quantization Nearest Neighbor algorithm

In this paper, an algorithm is proposed for Image Restoration. Such algorithm is different from the traditional approaches in this area, by utilizing priors that are learned from similar images. Original images and their degraded versions by the known degradation operators are utilized for designing the Quantization. The code vectors are designed using the blurred images. For each such vector, ...

متن کامل

Adaptive Genetic Algorithm Based on Chaotic Intelligent Algorithm to Image Restoration Research

As an important subject of image processing, image restoration is a kind of degeneration by establishing the mathematical model of reverse deduction arithmetic, and the image processing technology of the original image is obtained.Traditional image restoration algorithm by image dimension is low, the method of single factors such as limit, image restoration effect is limited.Combined with adapt...

متن کامل

Research on ELM-based Image Restoration Algorithm

As the rapid development of the multi-media technology, more and more digital devices are used to take pictures. However, sometimes the images may be degraded due to disoperation, the environment, and system and so on. The main task for image recovery is combining the degraded images and some priori information to acquire the best estimation of the original image by using some kind of restorat...

متن کامل

Image Restoration by Variable Splitting based on Total Variant Regularizer

The aim of image restoration is to obtain a higher quality desired image from a degraded image. In this strategy, an image inpainting method fills the degraded or lost area of the image by appropriate information. This is performed in such a way so that the obtained image is undistinguishable for a casual person who is unfamiliar with the original image. In this paper, different images are degr...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Wireless Communications and Mobile Computing

سال: 2022

ISSN: ['1530-8669', '1530-8677']

DOI: https://doi.org/10.1155/2022/4446999