DEPTH MAP GENERATION BASED ON SOFT CLASSIFICATION
First Claim
Patent Images
1. A computer-implemented method for generating a depth map for a 2D image, the method comprising:
- receiving the 2D image;
defining a plurality of object classes;
analyzing content of the received 2D image;
calculating probabilities that the received 2D image belongs to the object classes; and
determining a final depth map based on a result of the analyzed content and the calculated probabilities for the object classes.
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Abstract
A method for generating a depth map for a 2D image and video includes receiving the 2D image and video; defining a plurality of object classes; analyzing content of the received 2D image and video; calculating probabilities that the received 2D image belongs to the object classes; and determining a final depth map based on a result of the analyzed content and the calculated probabilities for the object classes.
25 Citations
19 Claims
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1. A computer-implemented method for generating a depth map for a 2D image, the method comprising:
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receiving the 2D image; defining a plurality of object classes; analyzing content of the received 2D image; calculating probabilities that the received 2D image belongs to the object classes; and determining a final depth map based on a result of the analyzed content and the calculated probabilities for the object classes. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13)
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14. An apparatus for generating a depth map for a received 2D image, the apparatus comprising:
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an image content analyzer to analyze content of the received 2D image; a class probability calculator to calculate the probability that the received 2D image belongs to each of a plurality of object classes; and a final depth map generator to determine a final depth map based on a result of the analyzed content and the calculated probabilities for the object classes. - View Dependent Claims (15, 16, 17, 18)
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19. A non-transitory computer-readable medium storing instructions that, when executed, causes a computer to perform a method for generating a depth map for a 2D image, the method comprising:
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receiving the 2D image; defining a plurality of object classes; analyzing content of the received 2D image; calculating probabilities that the received 2D image belongs to the object classes; and determining a final depth map based on a result of the analyzed content and the calculated probabilities for the object classes.
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Specification