Method and apparatus for enhanced stereo vision
First Claim
1. A method for segmenting an image, comprising the steps of:
- clustering pixels from one of a plurality of images into one or more segments;
determining one or more unstable segments changing by more than a predetermined threshold from a prior of the plurality of images;
determining one or more transitioning segments transitioning from an unstable to a stable segment;
determining depth only for one or more of the one or more unstable segments that have changed by more than the predetermined threshold, andfor one or more of the one or more transitioning segments; and
combining the determined depth for the one or more unstable segments and the one or more transitioning segments with a predetermined depth of all segments changing less than the predetermined threshold, and thus comprising other than the one or more unstable segments and one or more transitioning segments, from the prior of the plurality of images.
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Abstract
A method and apparatus for segmenting an image are provided. The method may include the steps of clustering pixels from one of a plurality of images into one or more segments, determining one or more unstable segments changing by more than a predetermined threshold from a prior of the plurality of images, determining one or more segments transitioning from an unstable to a stable segment, determining depth for one or more of the one or more segments that have changed by more than the predetermined threshold, determining depth for one or more of the one or more transitioning segments, and combining the determined depth for the one or more unstable segments and the one or more transitioning segments with a predetermined depth of all segments changing less than the predetermined threshold from the prior of the plurality of images.
271 Citations
30 Claims
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1. A method for segmenting an image, comprising the steps of:
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clustering pixels from one of a plurality of images into one or more segments; determining one or more unstable segments changing by more than a predetermined threshold from a prior of the plurality of images; determining one or more transitioning segments transitioning from an unstable to a stable segment; determining depth only for one or more of the one or more unstable segments that have changed by more than the predetermined threshold, and for one or more of the one or more transitioning segments; and combining the determined depth for the one or more unstable segments and the one or more transitioning segments with a predetermined depth of all segments changing less than the predetermined threshold, and thus comprising other than the one or more unstable segments and one or more transitioning segments, from the prior of the plurality of images. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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13. A non-transitory computer program stored to a non-volatile computer medium, the computer program causing a multi-purpose computer to segment an image by performing the steps of:
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clustering pixels from one of a plurality of images into one or more segments; determining one or more unstable segments changing by more than a predetermined threshold from a prior of the plurality of images; determining one or more transitioning segments transitioning from an unstable to a stable segment; determining depth only for one or more of the one or more unstable segments that have changed by more than the predetermined threshold, and for one or more of the one or more transitioning segments; and combining the determined depth for the one or more unstable segments and the one or more transitioning segments with a predetermined depth of all segments changing less than the predetermined threshold, and thus comprising other than the one or more unstable segments and one or more transitioning segments, from the prior of the plurality of images. - View Dependent Claims (14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25)
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26. A method for computing a depth map of an image, comprising the steps of:
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determining one or more unstable pixels changing by more than a predetermined threshold from one of a plurality of images; determining one or more transitioning pixels transitioning from an unstable to a stable state from the one of the plurality of images; determining depth only for one or more of the one or more unstable pixels; and for one or more of the one or more transitioning pixels; and combining the determined depth for the one or more unstable pixels and the one or more transitioning pixels with a predetermined depth of all pixels changing less than the predetermined threshold, and thus comprising other than the one or more unstable pixels and one or more transitioning pixels to form the depth map. - View Dependent Claims (27, 28, 29, 30)
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Specification