Depth estimation apparatus and method
AssigneeSamsung Electronics Co., Ltd.
InventorsAron Baik, Yong Ju Jung, Ji Won Kim
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Abstract
A depth estimation apparatus is provided. The depth estimation apparatus may estimate a depth value of at least one pixel composing an input video based on feature information about at least one feature of the input video, a position of the at least one pixel, and a depth relationship among the at least one pixel and neighboring pixels.
Claims19
A depth estimation apparatus, comprising:
- a processor;
- a feature information extraction unit to extract feature information about at least one feature of an input video;
- and
- a depth estimation unit to estimate a depth value of at least one pixel of the input video,
- wherein the depth estimation unit comprises:
- a first depth determination unit to determine a first depth value of the at least one pixel based on the feature information;
- a second depth determination unit to determine a second depth value of the at least one pixel based on a position of the at least one pixel;
- and
- a depth selection unit to select the estimated depth value from at least one predetermined candidate depth value, based on the first depth value, the second depth value, and a third depth value of a neighboring pixel neighboring the at least one pixel, and
- wherein at least one of the feature information extraction unit and the depth estimation unit use the processor to perform the extracting or estimating.
A depth estimation apparatus, comprising:
- a processor;
- a feature information extraction unit to extract feature information about at least one feature of an input video;
- a depth estimation unit to distinguish at least one pixel of the input video according to at least one block of the input video with plural pixels, and estimate a depth value of the at least one block;
- and
- an up-scaling unit to up-scale a depth map, which stores the estimated depth value, for the at least one pixel,
- wherein the depth estimation unit comprises:
- a first depth determination unit to determine a first depth value of the at least one block based on the feature information;
- a second depth determination unit to determine a second depth value of the at least one block based on a position of the at least one block;
- and
- a depth selection unit to select the estimated depth value from at least one predetermined candidate depth value, based on the first depth value, the second depth value, and a third depth value of a neighboring block neighboring the at least one block, and
- wherein at least one of the feature information extraction unit, the depth estimation unit, and the up-scaling unit use the processor to perform the extracting, estimating, or up-scaling.
A depth estimation method, comprising:
- extracting feature information about at least one feature of an input video;
- and
- estimating a depth value of at least one pixel of the input video,
- wherein the estimating comprises:
- determining a first depth value of the at least one pixel based on the feature information;
- determining a second depth value of the at least one pixel based on the position of the at least one pixel;
- and
- selecting the estimated depth value of the at least one pixel from at least one predetermined candidate depth value, based on the first depth value, the second depth value, and a third depth value of a neighboring pixel neighboring the at least one pixel.
A non-transitory computer-readable recording medium comprising computer readable code to control at least one processing device to implement a depth estimation method, the method comprising:
- extracting feature information about at least one feature of an input video;
- and
- estimating a depth value of at least one pixel of the input video,
- wherein the estimating comprises:
- determining a first depth value of the at least one pixel based on the feature information;
- determining a second depth value of the at least one pixel based on the position of the at least one pixel;
- and
- selecting the estimated depth value of the at least one pixel from at least one predetermined candidate depth value, based on the first depth value, the second depth value, and a third depth value of a neighboring pixel neighboring the at least one pixel.
Dependencies are inferred from the claim text.