Fig. 6

Implementation pipeline of the context feature calibration module. Where \(\:N\:=\:H\:\times\:\:W\) and M denote the total number of pixels and contexts, the symbol \(\:\times\:\) represents a matrix multiplication, the symbol \(\:+\) represents an element-wise summation, the CRB is a local attention module designed to enhance feature representation by capturing both global and local contextual information.