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44 results about "Steerable filter" patented technology

In applied mathematics, a steerable filter is an orientation-selective convolution kernel used for image enhancement and feature extraction that can be expressed via a linear combination of a small set of rotated versions of itself. As an example, the oriented first derivative of a 2D Gaussian is a steerable filter. The oriented first order derivative can be obtained by taking the dot product of a unit vector oriented in a specific direction with the gradient.

Underwater target detection image enhancement method adopting self-adaptive multi-scale dark channel prior

The invention discloses an underwater target detection image enhancement method adopting self-adaptive multi-scale dark channel prior. The method comprises steps as follows: acquiring an original color image of an underwater target; calculating a light vector of the original image; calculating a dark channel image of the original image; calculating transmission graphs corresponding to different-scale windows of the dark channel image; calculating steerable filter output images corresponding to the transmission graphs in different-scale windows of the original color image with a steerable filter method; primarily selecting several most appropriate windows in the minimum filter scale according to the condition that the error between each steerable filter output image and the corresponding transmission graph is minimum; performing weighted average on the screened-out steerable filter output images; calculating a restored and enhanced image of the original image according to the dark channel prior theory; performing quantitative evaluation on the restored image J in the mean value, the variance, the contrast ratio, the information entropy and other aspects. With the adoption of a steerable filter function applied in the method, texture and smoothness balancing processing on the image can be realized, so that the processed image has improved visual quality and rich texture information.
Owner:CHANGZHOU INST OF TECH

Method and System for Filtering Elongated Features

The present invention relates to a method of filtering an input image for producing an output image. The method comprising the steps of, for a first image point located at first spatial coordinates:—analysing intensity levels of the input image in a first vicinity of the first image point for calculating a first direction of filtering at said first image point;—computing an intensity level of a first output image point of a first output image by applying a first steerable filter kernel to the input image, which is centered at the first image point and oriented along the calculated first direction of filtering; selecting at least a second image point in a second vicinity of said first image point in the first output image;—computing an intensity level of at least one second output image point of a second output image by applying at least a second steerable filter kernel to the input image, which is centered at the at least second image point and oriented along a second direction of filtering;—calculating a linear combination of the first output image point and of the at least second output image point for providing an output intensity level;—applying said output intensity level to an output image point of said output image, said output image point having said first spatial coordinates.
Owner:KONINKLIJKE PHILIPS ELECTRONICS NV

Method and system for filtering elongated features

The present invention relates to a method of filtering an input image for producing an output image. The method comprising the steps of, for a first image point located at first spatial coordinates:-analysing intensity levels of the input image in a first vicinity of the first image point for calculating a first direction of filtering at said first image point;-computing an intensity level of a first output image point of a first output image by applying a first steerable filter kernel to the input image, which is centered at the first image point and oriented along the calculated first direction of filtering; selecting at least a second image point in a second vicinity of said first image point in the first output image;-computing an intensity level of at least one second output image point of a second output image by applying at least a second steerable filter kernel to the input image, which is centered at the at least second image point and oriented along a second direction of filtering;-calculating a linear combination of the first output image point and of the at least second output image point for providing an output intensity level;-applying said output intensity level to an output image point of said output image, said output image point having said first spatial coordinates.
Owner:KONINK PHILIPS ELECTRONICS NV
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