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US 11,962,937 B2Granted
Method and device of super resolution using feature map compression
AssigneeKorea Advanced Institute of Science and Technology
InventorsMun Churl Kim, Yong Woo Kim, Jae Seok Choi
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Abstract
Disclosed are an image processing method and device using a line-wise operation. The image processing device, according to one embodiment, comprises: a receiver for receiving an image; a first convolution operator for generating a feature map by performing a convolution operation on the basis of the image; and a compressor for compressing the feature map into units of at least one line; and a decompressor for reconstructing the feature map compressed into units of lines.
Claims20
An image processing device comprising:
- a receiver configured to receive an image;
- a first convolution operator configured to generate a feature map by performing a convolution operation based on the image;
- a compressor configured to compress the feature map into at least one line-wise feature map;
- and
- a decompressor configured to reconstruct the compressed line-wise feature map.
2 more elements
An image processing method comprising:
- receiving an image;
- generating a feature map by performing a first convolution operation based on the image;
- compressing the feature map into at least one line-wise feature map;
- and
- reconstructing the compressed line-wise feature map.
2 more elements
Dependencies are inferred from the claim text.