Patent ID: 11967045
Assignee: SAMSUNG ELECTRONICS CO., LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 18:
19. The image processing device according to claim 16, wherein
convoluting at least part of the plurality of target input images or target feature maps by each weighted convolution block comprises:
convoluting the target input images or target feature maps by each convolution block according to the following formula:, S
   i
  
  =
  
   
    ∑
    
     p
     =
     0
    
    P
   
   
    
     w
     
      i
      ,
      p
     
    
    ⁢
    C
    ⁢
    o
    ⁢
    n
    ⁢
    
     
      v
      
       i
       ,
       p
      
     
     (
     
      M
      p
     
     ), wherein Si represents the i-th output feature map, Convi,p(Mp) represents the convolution operation on the p-th target input image or target feature map MP by the i-th convolution kernel, wi,p represents a weight for the i-th convolution kernel corresponding to the p-th target input image or target feature map, and P represents the total number of the target input images or target feature maps.