o h@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)nprandomrandrdetect) rect_image square_imager]/var/www/html/scripts/venv/lib/python3.10/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 zerosrrrr4test_keypoints_censure_color_image_unsupported_errors "rcCs:tttddWddS1swYdS)zJMode argument in keypoints_censure can be either DoB, Octagon or STAR.dummymodeNrrrrrrrr*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.) min_scale max_scaleNrrrrr(test_keypoints_censure_scale_range_error#s "r!c 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 keypointsscalesdetectorexpected_keypointsexpected_scalesrrr%test_keypoints_censure_moon_image_dob*s   r5cCsrtdd}|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.octagonr?Fconstant anti_aliasingrYWj;oC)rrrr,N rr rr-r r.rr/r0r1rrr)test_keypoints_censure_moon_image_octagon>s    rGc 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.starrr7Fr8r9r;r<r=r>VkrBm@rCrDqF)rrr,rrErrNrFr1rrr&test_keypoints_censure_moon_image_starTs    rP)numpyr skimage._shared.testingr skimage.datarskimage.featurerrskimage._sharedrskimage.transformrr-r seedrrrr!r5rGrPrrrrs"