Bit depth reduction techniques for low complexity image patch matching
AssigneeSony Corporation
InventorsTak Shing Wong, Alexander Berestov, Xiaogang Dong
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AssigneeSony Corporation
InventorsTak Shing Wong, Alexander Berestov, Xiaogang Dong
Estimating the term…
Two different approaches for reducing the bit depth of the image data so as to reduce the computation and hardware requirement of image patch matching, with minimal loss of matching accuracy are described. Patch matching is able to be implemented in many different ways, but generally involves matching one area of an image with another area of the same image or another area of a different image (e.g. another video frame) through the use of a matching cost function. Transforming the image data to lower bit depth, image processing techniques are able to be implemented to minimize the needed memory and other resources for patch-matching. The complexity/performance trade-off of the approaches are also adjustable so that they are able to be applied for applications with different quality requirements and hardware constraints.
A method of bit-depth reduction programmed in a memory of a device comprising:
An apparatus comprising:
A method of bit-depth reduction programmed in a memory of a device comprising:
An apparatus comprising:
Dependencies are inferred from the claim text.