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US 2022/0067429 A1Published application
Method and apparatus with image processing
AssigneeSamsung Electronics Co., Ltd.
InventorsDonghyuk KWON, Minkyoung CHO
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Abstract
An image processing method and apparatus are provided. The image processing method includes obtaining a kernel that is deterministically defined based on an extension ratio of a first feature map, up-sampling the first feature map to a second feature map by performing a transposed convolution operation between the first feature map and the kernel, and outputting the second feature map.
Claims38
An image processing method comprising:
- obtaining a kernel that is deterministically defined based on an extension ratio of a first feature map;
- up-sampling the first feature map to a second feature map by performing a transposed convolution operation between the first feature map and the kernel;
- and
- outputting the second feature map.
1 more element
An image processing apparatus comprising:
- one or more processors configured to:
- obtain a kernel that is deterministically defined based on an extension ratio of a first feature map;
- and
- up-sample the first feature map to a second feature map through performance of a transposed convolution operation between the first feature map and the kernel.
1 more element
An apparatus comprising:
- one or more processors, including a CPU, a GPU, and neuro processor,
- wherein the neural processor is configured to:
- implement a neural network through respective performances of plural convolutional layers;
- obtain a kernel that is deterministically defined based on an extension ratio of a first feature map generated by one of the plural convolutional layers;
- and
- up-sample the first feature map to a second feature map through performance of a transposed convolution operation between the first feature map and the kernel.
3 more elements
Dependencies are inferred from the claim text.