o e(@sddlZddlmZddlmZddlmZddlmZddl m Z ddl m Z eZ ejddd Zd d Zd d ZddZddZeddZddZdS)N)assert_array_equal)moon)CENSURE)run_in_parallel)testing)rescalecCs8tjdd}tjdd}t|t|dS)z>Censure feature detector should work on 2D image of any shape.i,N)nprandomZrandrdetect)Z rect_imageZ square_imager RD:\Projects\ConvertPro\env\Lib\site-packages\skimage/feature/tests/test_censure.py"test_censure_on_rectangular_imagess rcCsBttttdWddS1swYdS)z?Censure keypoints can be extracted from gray-scale images only.)rN)rraises ValueErrorrr r Zzerosr r r r 4test_keypoints_censure_color_image_unsupported_errors "rcCs:tttddWddS1swYdS)zJMode argument in keypoints_censure can be either DoB, Octagon or STAR.dummymodeNrrrrr r r r *test_keypoints_censure_mode_validity_errors  "rcCs<tttdddWddS1swYdS)z~Difference between the the max_scale and min_scale parameters in keypoints_censure should be greater than or equal to two.)Z min_scaleZ max_scaleNrr r r r (test_keypoints_censure_scale_range_error#s "rc Cszt}|ttddgddgddgddgd d gd d gd dgddgddgg }tgd}t||jt||jdS)znVerify the actual Censure keypoints and their corresponding scale with the expected values for DoB filter.i$.wi^iieitiii) rr&rrrrrrN)rr imgr arrayr keypointsscalesdetectorZexpected_keypointsZexpected_scalesr r r %test_keypoints_censure_moon_image_dob*s   r-cCsrtdd}|ttddddtddgd d gd d gd dgddgg}tgd}t||jt||jdS)zrVerify the actual Censure keypoints and their corresponding scale with the expected values for Octagon filter.Zoctagonr?FconstantZ anti_aliasingrYWj;oC)rrrr&N rr rr'r r(rr)r*r+r r r )test_keypoints_censure_moon_image_octagon>s    r=c Cs~tdd}|ttddddtddgd d gd d gd dgddgddgddgg}tgd}t||jt||jdS)zoVerify the actual Censure keypoints and their corresponding scale with the expected values for STAR filter.starrr.Fr/r0r1r2r3r4Vkr8m@r9r:qF)rrr&rr;rrNr<r+r r r &test_keypoints_censure_moon_image_starTs    rF)numpyr Zskimage._shared.testingrZ skimage.datarZskimage.featurerrZskimage._sharedrZskimage.transformrr'r seedrrrrr-r=rFr r r r s"