9iY SSKrSSKJr SSKJr SSKJr SSKJr SSK J r SSK J r \"5r \RRS5 SrS rS rS rS r\"5S 5rSrg)N)assert_array_equal)moon)CENSURE)run_in_parallel)testing)rescalec[RRSS5n[RRSS5n[5R U5 [5R U5 g)z>Censure feature detector should work on 2D image of any shape.i,N)nprandomrandrdetect) rect_image square_images b/var/www/html/land-doc-ocr/venv/lib/python3.13/site-packages/skimage/feature/tests/test_censure.py"test_censure_on_rectangular_imagesrsJS)J99>>#s+L I\" IZ c[R"[5 [5R [ R "S55 SSS5 g!,(df  g=f)z?Censure keypoints can be extracted from gray-scale images only.)rN)rraises ValueErrorrrr zerosrr4test_keypoints_censure_color_image_unsupported_errorrs3  # +./ $ # #s .A A c~[R"[5 [SS9 SSS5 g!,(df  g=f)zFMode argument in keypoints_censure can be either DoB, Octagon or STAR.dummymodeNrrrrrrr*test_keypoints_censure_mode_validity_errorr!s$  #W $ # #s . <c[R"[5 [SSS9 SSS5 g!,(df  g=f)zzDifference between the the max_scale and min_scale parameters in keypoints_censure should be greater than or equal to two.) min_scale max_scaleNr rrr(test_keypoints_censure_scale_range_errorr'#s&  #!q) $ # #s / =c ([5nUR[5 [R"SS/SS/SS/SS/S S /S S /S S/SS/SS// 5n[R"/SQ5n[ XR 5 [ X R5 g)zjVerify the actual Censure keypoints and their corresponding scale with the expected values for DoB filter.i$.wi^iieitiii) rr3r$r$rr$r$r$N)rrimgr arrayr keypointsscalesdetectorexpected_keypointsexpected_scaless r%test_keypoints_censure_moon_image_dobr<*syH OOC I H #J #J #J #J #J #J #J  hh:;O)+=+=>8rc "[SS9nUR[[SSSS95 [R "SS/S S /S S /S S/SS//5n[R "/SQ5n[ XR5 [ X R5 g)znVerify the actual Censure keypoints and their corresponding scale with the expected values for Octagon filter.octagonr?Fconstant anti_aliasingrYWj;oC)rr$r$r3N rrrr4r r5rr6r7r8s r)test_keypoints_censure_moon_image_octagonrOBs} I&H OOGCULMB8b"XBx#rSRTI"VWhh/O)+=+=>8rc .[SS9nUR[[SSSS95 [R "SS/S S /S S /S S/SS/SS/SS//5n[R "/SQ5n[ XR5 [ X R5 g)zkVerify the actual Censure keypoints and their corresponding scale with the expected values for STAR filter.starrr?Fr@rArCrDrErFVkrJm@rKrLqF)rr$r3r$rMrr$NrNr8s r&test_keypoints_censure_moon_image_starrYRsF#H OOGCULM bB8b"XRy3)c2Yb Rhh45O)+=+=>8r)numpyr skimage._shared.testingr skimage.datarskimage.featurerrskimage._sharedrskimage.transformrr4r seedrrr!r'r<rOrYrrrrash6#3#% f q!0 *90 9 9 9r