|hY ddlZddlmZddlmZddlmZddlmZddl m Z ddl m Z eZ ejjddZd Zd Zd Zd Zed ZdZy)N)assert_array_equal)moon)CENSURE)run_in_parallel)testing)rescalectjjdd}tjjdd}tj |tj |y)z>Censure feature detector should work on 2D image of any shape.i,N)nprandomrandrdetect) rect_image square_images a/var/www/html/test/engine/venv/lib/python3.12/site-packages/skimage/feature/tests/test_censure.py"test_censure_on_rectangular_imagesrsJS)J99>>#s+L I\" IZ ctjt5tj t j ddddy#1swYyxYw)z?Censure keypoints can be extracted from gray-scale images only.)rN)rraises ValueErrorrrr zerosrr4test_keypoints_censure_color_image_unsupported_errorrs<  #0 +./000s -AAcxtjt5tddddy#1swYyxYw)zJMode argument in keypoints_censure can be either DoB, Octagon or STAR.dummymodeNrrrrrrr*test_keypoints_censure_mode_validity_errorr!s-  #Ws 09cztjt5tdddddy#1swYyxYw)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_scaleNr rrr(test_keypoints_censure_scale_range_errorr'#s/  #*!q)***s1:c (t}|jttjddgddgddgddgd d gd d gd dgddgddgg }tjgd}t ||j t ||jy)znVerify 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)8+=+=>8rc.td}|jttdddt j ddgd d gd d gd dgddgg}t j gd}t ||jt ||jy)zrVerify 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)8+=+=>8rc :td}|jttdddt j ddgd d gd d gd dgddgddgddgg}t j gd}t ||jt ||jy)zoVerify 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)8+=+=>8r)numpyr skimage._shared.testingr skimage.datarskimage.featurerrskimage._sharedrskimage.transformrr4r seedrrr!r'r<rOrYrrrrash6#3#% f q!0 *90 9 9 9r