System and method for effectively performing a scene rectification procedure
First Claim
1. A system for performing an image recognition procedure, comprising:
- an image manager with a rectification module that performs a semantic grouping procedure upon sub-scenes of an image to produce semantic group nodes corresponding to pairs of said sub-scenes that have a semantic relationship, said rectification module converting a sub-scene graph of said sub-scenes into a semantic graph that includes said semantic group nodes, said rectification module performing a rectification procedure to convert initial labels of said sub-scenes into rectified labels; and
a processor of an electronic device that controls said image manager to perform said image recognition procedure.
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Abstract
A system and method for effectively performing a scene rectification procedure comprises an image manager that includes a segmentation module, a label module, and a rectification module. The segmentation module initially performs a segmentation procedure upon an image to produce corresponding sub-scenes. The label module then categorizes the sub-scenes by assigning initial labels without utilizing context information from other sub-scenes in the image. The rectification module performs a semantic grouping procedure upon the sub-scenes to produce semantic group nodes corresponding to pairs of the sub-scenes that have a predefined semantic relationship. The rectification module converts a sub-scene graph of the sub-scenes into a semantic graph that includes the semantic group nodes. The rectification module then performs a rectification procedure to convert the initial labels of the sub-scenes into rectified labels. A processor of an electronic device typically controls the image manager for performing the scene rectification procedure.
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Citations
20 Claims
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1. A system for performing an image recognition procedure, comprising:
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an image manager with a rectification module that performs a semantic grouping procedure upon sub-scenes of an image to produce semantic group nodes corresponding to pairs of said sub-scenes that have a semantic relationship, said rectification module converting a sub-scene graph of said sub-scenes into a semantic graph that includes said semantic group nodes, said rectification module performing a rectification procedure to convert initial labels of said sub-scenes into rectified labels; and a processor of an electronic device that controls said image manager to perform said image recognition procedure. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19)
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20. A method for performing an image recognition procedure with an image manager, comprising the steps of:
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performing a semantic grouping procedure upon sub-scenes of an image to produce semantic group nodes corresponding to pairs of said sub-scenes that have a semantic relationship; converting a sub-scene graph of said sub-scenes into a semantic graph that includes said semantic group nodes; performing a rectification procedure to convert initial labels of said sub-scenes into rectified labels; and controlling said image manager with a processor of an electronic device to perform said image recognition procedure.
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Specification