Background-based image segmentation
First Claim
1. An image segmentation process comprising the following steps:
- a) segmenting an image into a main background, a first local background, and a first object, wherein the first object is on either the main background or the first local background;
b) classifying the first object into one class of a group of classes consisting of a text object, a picture object, and a composite object;
c) if the first object is classified as a composite object, identifying a second local background for the first object; and
d) segmenting a next object on the second local background.
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Accused Products
Abstract
A method for segmenting an image using a background-based segmentation process is provided. A document image (102) is low-pass filtered and decimated. The decimated image is processed at low resolution by a low-resolution segmentation (104) stage. Segmentation results include identification of a main background and one or more objects. Objects that cannot be classified in text or picture classes are further segmented into a local background and smaller objects. This process is reiterated until all objects are classified in text or picture classes. The results are overlaid on the image (102) during an original-resolution refinement (106) stage to refine the segmentation.
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Citations
11 Claims
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1. An image segmentation process comprising the following steps:
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a) segmenting an image into a main background, a first local background, and a first object, wherein the first object is on either the main background or the first local background; b) classifying the first object into one class of a group of classes consisting of a text object, a picture object, and a composite object; c) if the first object is classified as a composite object, identifying a second local background for the first object; and d) segmenting a next object on the second local background. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A method for segmenting an image, comprising the following steps:
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a) identifying a main background for the image; b) identifying a first object on the main background; c) classifying the first object into one class of a group of classes consisting of a text object, a picture object, and a composite object; d) if the first object is classified as a composite object, identifying a local background for the first object; e) if the first object is classified as a composite object, identifying a second object on the local background;
classifying the second object into one class of a group of classes consisting of a text object, a picture object, and a composite object; and
if the second object is classified as a composite object;
identifying a local background for the second object. - View Dependent Claims (9, 10)
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11. A method for segmenting an image, comprising the following steps:
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a) identifying a main background for the image; b) identifying a first object on the main background; c) classifying the first object into one class of a group of classes consisting of a text object, a picture object, and a composite object; and d) if the first object is classified as a composite object, identifying a local background for the first object; e) if the first object is classified as a composite object, determining if the dimensions of the local background of the first object are greater than a predetermined threshold; and f) if the dimensions are not greater than the predetermined threshold, reclassifying the first object as a picture object.
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Specification