Synthetic image and video generation from ground truth data
First Claim
1. A method for generating video, the method comprising:
- receiving, from an image capturing device, a plurality of captured images of an object, the captured images including object information representative of the object;
generating a path of motion of the image capturing device relative to the object;
generating a plurality of simulated effects on each of the captured images; and
generating a series of virtual images of the object and ground truth data for each virtual image from the object information, the plurality of simulated effects and the path of motion.
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Abstract
A system and a method are disclosed for generating video. Object information is received. A path of motion of the object relative to a reference point is generated. A series of images and ground for a reference frame are generated from the ground truth and the generated path. A system and a method are disclosed for generating an image. Object information is received. Image data and ground truth may be generated using position, the image description, the camera characteristics, and image distortion parameters. A positional relationship between the document and a reference point is determined. An image of the document and ground truth are generated from the object information and the positional relationship and in response to user specified environment of the document.
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Citations
16 Claims
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1. A method for generating video, the method comprising:
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receiving, from an image capturing device, a plurality of captured images of an object, the captured images including object information representative of the object; generating a path of motion of the image capturing device relative to the object; generating a plurality of simulated effects on each of the captured images; and generating a series of virtual images of the object and ground truth data for each virtual image from the object information, the plurality of simulated effects and the path of motion. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13)
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14. A video generator comprising:
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an interface to receive, from an image capturing device, a plurality of captured images of an object, the captured images including object information representative of the object; a path generator to generate a path of motion of the image capturing device relative to the object; and an image generator to generate a plurality of simulated effects on each of the captured images and to generate a series of virtual images of the object and ground truth data for each virtual image from the object information, the plurality of simulated effects and the path of motion.
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15. A method for generating video, the method comprising:
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receiving, from an image capturing device, a plurality of captured images of an object and a parameter of the image capture device, the captured images including object information representative of the object; generating a path of motion of the image capturing device relative to the object; generating a plurality of simulated effects on each of the captured images; generating a series of virtual images of the object from the object information, the parameter of the image capture device, the plurality of simulated effects and the path of motion; and generating ground truth data for each virtual image from the object information, the parameter of the image capture device, the plurality of simulated effects and the path of motion. - View Dependent Claims (16)
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Specification