I am using Dlib's frontal face detector to detect faces in an images; however, it cannot detect faces smaller than 80 by 80 pixels.
Dlib's example in face_detection_ex.cpp upsamples the input image using pyramid_up()
to increase the face sizes. However, it makes the algorithm much slower because it will have to search in a larger image.
I wonder if anyone knows a solution for this problem.