Method for detecting region of interest of color image
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A region of interest, color image technology, applied in image analysis, image data processing, instruments, etc., can solve problems such as limited color images, and achieve the effect of ensuring accuracy, high application value, and good stability
What is AI technical title?
AI technical title is built by PatSnap AI team. It summarizes the technical point description of the patent document.
A region of interest, color image technology, applied in image analysis, image data processing, instruments, etc., can solve problems such as limited color images, and achieve the effect of ensuring accuracy, high application value, and good stability
CN102005057BInactive 📅 Publication Date: 2012-07-25INST OF ACOUSTICS CHINESE ACAD OF SCI
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[0045] The method for detecting a region of interest on a color image of the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments.
[0046] Figure 1-a , Figure 1-a' , Figure 1-b , Figure 1-b' , Figure 1-c , Figure 1-c' and Figure 1-d , Figure 1-d' It is the style of four groups of different color images enumerated in the present invention, and the method for traditional various spectrum-based detection color image regions of interest can only detect relatively simple images, such as (1-a) and (1-a) The case of a complex foreground with a simple background as shown in a'), or the case of a simple foreground with a complex background as shown in (1-b) and (1-b'). However, if the foreground and background parts are relatively simple or both are relatively complex, as shown in (1-c)(1-d), there is no way to determine the region of interest of the original image by relying on its feature map...
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Abstract
The invention provides a method for detecting a region of interest of a color image, which is used for detecting the color image to obtain a rectangular region of interest and comprises the following specific steps of: 1, removing spare detail parts of the image by adopting a region-based fuzzy method and remaining a boundary of a foreground region and a background region, wherein an HSV (Hue, Saturation, Value) color model is adopted in the fuzzy process; 2, selecting 6 different color channels by adopting the HSV color model and a CIELUV color model for the image subjected to the fuzzy processing, respectively obtaining 6 characteristic patterns according to phase spectrums; 3, respectively detecting corresponding candidate regions of interest for the characteristic patterns so as to obtain 6 candidate rectangular regions of interest on the 6 characteristic patterns; and 4, building a remarkable pattern of the original image based on the 6 candidate rectangular regions of interest in the step 3, and detecting on the remarkable pattern to finally obtain a rectangular region of interest. The invention has high detection accuracy and robustness for the regions of interest and better application values.
Description
technical field [0001] The invention relates to an automatic detection method for a region of interest in a color image. The method automatically detects the part of the region that people pay attention to when seeing the image at the first sight for a color image, and specifically relates to a method for detecting a region of interest in a color image. area method. Background technique [0002] In recent years, with the rapid development of third-generation mobile communication technology and multimedia processing technology, portable mobile multimedia terminals are becoming more and more popular. However, due to the convenience of carrying and cost reasons, the screens of portable multimedia terminals are generally not large. In this way, it is necessary to perform adaptive processing on content such as images and videos to be displayed, so as to meet the requirements of various display screens with small sizes. One of the important topics is to find the most critical ar...
Claims
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