公开(公告)号：US11810265B2

公开(公告)日：2023-11-07

申请号：US17299557

申请日：2019-12-20

Applicant: SANECHIPS TECHNOLOGY CO., LTD.

Inventor： Dehui Kong ,  Ke Xu ,  Xiao Zhang ,  Bin Han ,  Zhou Han ,  Hong Wang ,  Guoning Lu ,  Long Huang ,  Sheng Luo

IPC: G06T3/40 ,  G06T5/50 ,  G06F18/25

CPC classification number: G06T3/4007 ,  G06F18/251 ,  G06T5/50 ,  G06T2207/20081 ,  G06T2207/20084

Abstract: An image reconstruction method, device and apparatus and non-transitory computer-readable storage medium are disclosed. The method may include: determining norms of convolution kernels of each convolutional layer of a deep neural network model; determining the convolution kernels with norms greater than or equal to a preset threshold in each convolutional layer to obtain a target convolution kernel set of each convolutional layer; processing an input image of each convolutional layer by using the convolution kernels in the target convolution kernel set of each convolutional layer respectively, to obtain a first image processing result; obtaining a second image processing result by performing interpolation on an initial image; and determining a fusion result according to the first image processing result and the second image processing result and reconstructing the initial image according to the fusion result.