ó  ‰\c@ s™ddlmZddlZddlmZddlmZddlj Z ddl m Z ddl Z ddlmZd„Zd „Zed „ZdS( iÿÿÿÿ(tdivisionN(tsparse(tspsolve(tlaplacei(tlabelcC s:||jddƒ}||djd|ƒ}||fS(Ntminiitmax(tclip(tnd_idxtradiustnd_shapet bounds_lot bounds_hi((s:lib/python2.7/site-packages/skimage/restoration/inpaint.pyt_get_neighborhood scC sgtjtj|ƒ|jfƒ}tjtj|ƒ|jfƒ}tjtj|ƒ|jƒ}tjtj|ƒƒj }xt |ƒD]ø\}}t |d|jƒ\} } tj | | ƒ} d| t || ƒ>> img = np.tile(np.square(np.linspace(0, 1, 5)), (5, 1)) >>> mask = np.zeros_like(img) >>> mask[2, 2:] = 1 >>> mask[1, 3:] = 1 >>> mask[0, 4:] = 1 >>> out = inpaint_biharmonic(img, mask) is!Input array has to be at least 1Diÿÿÿÿs&Input arrays have to be the same shapesMasked arrays are not supportedt structuret return_num.i(.i(tndimt ValueErrorRRtmat isMaskedArrayt TypeErrortskimaget img_as_floattastypetbooltndit morphologytgenerate_binary_structuretbinary_dilationRtTruetnewaxistcopytrangeRRR7(timageR$t multichannelt img_baseshapetkernelt mask_dilatedt mask_labeledt num_labelsR%t idx_channelt known_pointsR&t idx_regiont mask_region((s:lib/python2.7/site-packages/skimage/restoration/inpaint.pytinpaint_biharmonicMs4(   (t __future__RtnumpyRtscipyRtscipy.sparse.linalgRt scipy.ndimagetndimageRCtscipy.ndimage.filtersRR?tmeasureRR R7tFalseRV(((s:lib/python2.7/site-packages/skimage/restoration/inpaint.pyts    ;