+ Aiz Z^RIt^RIHtRt]P !RR7RR/Rl4tR#)N)utilscVPPR8XdsVPR4p\P!V4p\P!VPR44p\P !V4^,pWE,pMT\P !VPR4RRR7wrbp\P !VPR4RR7wrT\P!V4VP, p\P!V4VP, p\P!WxV4p W,PVP4#)z Return modified source array so that the cumulative density function of its values matches the cumulative density function of the template. uT)return_inverse return_counts)r) dtypekindreshapenpbincountnonzerouniquecumsumsizeinterpshape) sourcetemplate src_lookup src_counts tmpl_counts tmpl_values src_values src_quantilestmpl_quantilesinterp_a_valuess && a/var/www/html/photoedit/myenv/lib/python3.14/site-packages/skimage/exposure/histogram_matching.py_match_cumulative_cdfrs ||C^^B' [[, kk("2"22"67 jj-a0 !. -/YY NN2 t4. * $&99X-=-=b-AQU#V IIj)FKK7MYY{+hmm;Nii {KO  & . .v|| <<)channel_arg_positions channel_axisc\VPVP8wd \R4hVeVPR,VPR,8wd \R4h\P!VPVP R7p\ VPR,4F'p\VRV3,VRV3,4pWSRV3&K) M \W4pVP PR8Xd4\P!VP 4pVPVRR7pV#) aAdjust an image so that its cumulative histogram matches that of another. The adjustment is applied separately for each channel. Parameters ---------- image : ndarray Input image. Can be gray-scale or in color. reference : ndarray Image to match histogram of. Must have the same number of channels as image. channel_axis : int or None, optional If None, the image is assumed to be a grayscale (single channel) image. Otherwise, this parameter indicates which axis of the array corresponds to channels. Returns ------- matched : ndarray Transformed input image. Raises ------ ValueError Thrown when the number of channels in the input image and the reference differ. References ---------- .. [1] http://paulbourke.net/miscellaneous/equalisation/ z:Image and reference must have the same number of channels.zENumber of channels in the input image and reference image must match!)r .fF)copyr) ndim ValueErrorrr emptyr rangerr r_supported_float_typeastype)image referencer"matchedchannelmatched_channel out_dtypes&&$ rmatch_histogramsr2!sD zzY^^# K   ;;r?ioob1 1.  ((5;;ekk:U[[_-G3c7l#YsG|%<O%4CL ! .(9}}S // < ...7 Nr )r)numpyr _sharedrrchannel_as_last_axisr2r rr8s6=6&9;t;:;r