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Digital image inpainting method based on multi-window fusion

A digital image and repair method technology, applied in image enhancement, image data processing, instruments, etc., can solve problems such as deviation of repair results, and achieve the effect of wide application prospects and accurate digital image repair effect

Active Publication Date: 2020-08-14
TIANJIN UNIV
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AI Technical Summary

Problems solved by technology

The Criminisi algorithm is currently the most commonly used digital image restoration algorithm based on texture synthesis, but this algorithm has certain defects. It needs to fill and synthesize textures by specifying the size of the repair window. When the repair window changes, it is easy to cause repair results. There is a large deviation

Method used

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  • Digital image inpainting method based on multi-window fusion
  • Digital image inpainting method based on multi-window fusion
  • Digital image inpainting method based on multi-window fusion

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Embodiment Construction

[0016] The digital image restoration algorithm based on multi-window fusion in the present invention mainly consists of three parts: digital image restoration under multi-size windows, update of image to be repaired, calculation of restoration variance information, and improvement of priority calculation function. The specific steps and principles are as follows:

[0017] 101: Setting repair windows of different sizes;

[0018] The size of the repair window is ω n ,n=1,...,N, where n is the serial number of the repaired window, and N is the number of windows. Use the Criminsi repair algorithm to repair the image I to be repaired, and the repaired image is recorded as I n :

[0019] 102: Fix window size to ω n Image I to be repaired under the damaged area and the mark of the source area;

[0020] The damaged area of ​​image I to be repaired is denoted as Ω n , the edge is recorded as Target pixel point p n for At any point on , the source area is Φ n , and satisfy t...

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Abstract

The invention relates to a digital image repair algorithm based on multi-window fusion, which includes: for the image I to be repaired, setting repair windows ω in different sizes n ;) In the repair window ω n Next, the Criminisi repair algorithm is used to complete the repair of the image I to be repaired, and the repaired image is recorded as I n ;Calculate the updated image U to be repaired I , calculate the repaired variance map V I ;Calculate the target pixel point p u priority, and change the priority calculation method of the target pixel in the Criminisi repair algorithm to P u (p u ), and then use the Criminisi repair principle to calculate U I Carry out repairs and obtain the final repair results I P .

Description

technical field [0001] The invention belongs to the field of computer image restoration, and relates to a digital image restoration algorithm based on multi-window fusion, which can be used for cultural relics protection, film and television special effect production and the like. Background technique [0002] Digital image restoration technology is the process of filling information missing areas in the image to be repaired. Its purpose is to restore the damaged image, and at the same time make the observer unable to detect the traces of the image being repaired. Digital image restoration technology has been used in many fields. In the photography and film industry, it is used to repair movies and restore deteriorated films. At the same time, it can also be used to remove red eyes, dates on photos, digital watermarks, etc. [0003] The current digital image restoration technology is mainly divided into two categories, one is the digital image restoration algorithm based on ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T5/00
CPCG06T5/00
Inventor 朱程涛李锵滕建辅
Owner TIANJIN UNIV
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