Title:
IMAGE PROCESSING METHOD AND IMAGE PROCESSING APPARATUS
Document Type and Number:
WIPO Patent Application WO/2023/272432
Kind Code:
A1
Abstract:
The present application relates to the field of artificial intelligence, and provides an image processing method and an image processing apparatus. The method comprises: acquiring a resource parameter of a neural network processing system and a model parameter of a first neural network; and according to the resource parameter and the model parameter, determining a first slicing size and a first filling size of an input image, and the number of splicing layers in the first neural network, wherein when the first neural network processes the input image according to the first slicing size, the first filling size and the splicing layers, the quality of an obtained output image is within a preset threshold range. In the solution, where the quality of an output image is made satisfy a preset threshold range, an appropriate slicing size, filling size and splicing layer are determined according to a resource parameter of a system, and a model parameter, such that the operation overheads and the memory consumption can be effectively reduced.
Inventors:
NG MAN LUNG FRANCIS (CN)
HUNG KWOK WAI (CN)
HUNG KWOK WAI (CN)
Application Number:
PCT/CN2021/102742
Publication Date:
January 05, 2023
Filing Date:
June 28, 2021
Export Citation:
Assignee:
HUAWEI TECH CO LTD (CN)
International Classes:
G06T1/00; G06T3/00
Domestic Patent References:
| WO2020135601A1 | 2020-07-02 | |||
| WO2020241337A1 | 2020-12-03 |
Foreign References:
| CN113034358A | 2021-06-25 | |||
| CN112257759A | 2021-01-22 | |||
| CN112215854A | 2021-01-12 | |||
| US6084981A | 2000-07-04 |
Attorney, Agent or Firm:
LONGSUN LEAD IP LTD. (CN)
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