Fig. 4

Visualization of first-layer convolution kernels and feature maps for the CS-ResCNN method. The green and red squares denote the captured edges and color characteristics, respectively. a Original retro-illumination image. b The 64 convolution kernels with dimensions of 7 × 7 projected into pixel space. c The 64 feature maps with dimensions of 56 × 56