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Border matting by dynamic programming

A boundary, foreground pixel technology, applied in image communication, image enhancement, image analysis, etc., can solve the problem of not providing enough smoothness in the foreground and not performing a lot of user interaction.

Inactive Publication Date: 2010-05-26
MICROSOFT CORP
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the extracted foreground may include artifacts and / or bleeding from the background
Therefore, current foreground extraction techniques usually cannot provide sufficiently smooth edges to the extracted foreground without extensive user interaction.

Method used

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  • Border matting by dynamic programming
  • Border matting by dynamic programming
  • Border matting by dynamic programming

Examples

Experimental program
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Embodiment Construction

[0024] The following description outlines ways to improve digital image processing. More specifically, it reveals a method of improving trimming, which can be applied to the foreground part extracted from the scene without additional user interaction. In addition, it can be seen that the method disclosed herein can be applied to any desired part of the image (eg, object, foreground, etc.).

[0025] It can be seen that the trimming method described herein limits artifacts (for example, see artifacts in Figures 2A-B) and / or supports restoration of foreground colors, such as limiting color bleeding from the background. In one implementation, trimming can be applied to simultaneously estimate the color of the alpha mask and foreground pixels around the object boundary to limit the negative effects of blurring and / or mixed pixels along the smooth object boundary.

[0026] summary

[0027] figure 1 Shows an example flowchart 100 of extracting parts of an image. Such as figure 1 As shown...

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PUM

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Abstract

Techniques are disclosed to provide more efficient and improved border matting for extracted foreground images, e.g., without requiring excessive user interaction. Border matting techniques describedherein generate relatively continuous transparency (or alpha values) along the boundary of the extracted object (e.g., limiting color bleeding and / or artifacts).

Description

Technical field [0001] The present invention relates to digital image processing, and more particularly, to trimming. Background technique [0002] With the development of computer technology, computer systems with more powerful processors and larger storage units have become more common. With the growth of processing power and storage capacity, the realization of digital image technology has become more practical. For example, a higher resolution image can be processed in a shorter time. [0003] The digital image of the scene can be obtained directly (for example, by a digital camera) or by a film camera in a traditional way, and then digitized (for example, by a scanner). Once the image is already in a digital format, it can be processed digitally. Usually, the first step in digital image processing involves selecting a specific part of the scene. You can then apply digital techniques (such as filtering, copying and pasting) to the selected part. [0004] Currently, some tech...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T5/00G06T7/60
CPCG06T7/0093H04N5/275G06T2207/20041G06T7/0083G06T2207/20144G06T7/12G06T7/162G06T7/194G06T7/20
Inventor C·C·E·罗瑟V·科尔摩格洛夫A·布雷克
Owner MICROSOFT CORP