CofeehousePy/deps/scikit-image/skimage/feature/brief_cy.pyx

29 lines
864 B
Cython

#cython: cdivision=True
#cython: boundscheck=False
#cython: nonecheck=False
#cython: wraparound=False
cimport numpy as cnp
cnp.import_array()
from .._shared.fused_numerics cimport np_floats
def _brief_loop(np_floats[:, ::1] image, unsigned char[:, ::1] descriptors,
Py_ssize_t[:, ::1] keypoints,
int[:, ::1] pos0, int[:, ::1] pos1):
cdef Py_ssize_t k, d, kr, kc, pr0, pr1, pc0, pc1
with nogil:
for p in range(pos0.shape[0]):
pr0 = pos0[p, 0]
pc0 = pos0[p, 1]
pr1 = pos1[p, 0]
pc1 = pos1[p, 1]
for k in range(keypoints.shape[0]):
kr = keypoints[k, 0]
kc = keypoints[k, 1]
if image[kr + pr0, kc + pc0] < image[kr + pr1, kc + pc1]:
descriptors[k, p] = True