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  • 多边形平滑算法-ChaikinSmoothing

     1 import math
     2 
     3 # visualisation
     4 import matplotlib.pyplot as plt
     5 import matplotlib.lines as lines
     6 # visualisation
     7 
     8 def Sum_points(P1, P2):
     9     x1, y1 = P1
    10     x2, y2 = P2
    11     return x1+x2, y1+y2
    12 
    13 def Multiply_point(multiplier, P):
    14     x, y = P
    15     return float(x)*float(multiplier), float(y)*float(multiplier)
    16 
    17 def Check_if_object_is_polygon(Cartesian_coords_list):
    18     if Cartesian_coords_list[0] == Cartesian_coords_list[len(Cartesian_coords_list)-1]:
    19         return True
    20     else:
    21         return False
    22 
    23 class Object():
    24 
    25     def __init__(self, Cartesian_coords_list):
    26         self.Cartesian_coords_list = Cartesian_coords_list
    27 
    28     def Find_Q_point_position(self, P1, P2):
    29         Summand1 = Multiply_point(float(3)/float(4), P1)
    30         Summand2 = Multiply_point(float(1)/float(4), P2)
    31         Q = Sum_points(Summand1, Summand2)
    32         return Q
    33 
    34     def Find_R_point_position(self, P1, P2):
    35         Summand1 = Multiply_point(float(1)/float(4), P1)
    36         Summand2 = Multiply_point(float(3)/float(4), P2)
    37         R = Sum_points(Summand1, Summand2)
    38         return R
    39 
    40     def Smooth_by_Chaikin(self, number_of_refinements):
    41         refinement = 1
    42         copy_first_coord = Check_if_object_is_polygon(self.Cartesian_coords_list)
    43         while refinement <= number_of_refinements:
    44             self.New_cartesian_coords_list = []
    45 
    46             for num, tuple in enumerate(self.Cartesian_coords_list):
    47                 if num+1 == len(self.Cartesian_coords_list):
    48                     pass
    49                 else:
    50                     P1, P2 = (tuple, self.Cartesian_coords_list[num+1])
    51                     Q = obj.Find_Q_point_position(P1, P2)
    52                     R = obj.Find_R_point_position(P1, P2)
    53                     self.New_cartesian_coords_list.append(Q)
    54                     self.New_cartesian_coords_list.append(R)
    55 
    56             if copy_first_coord:
    57                 self.New_cartesian_coords_list.append(self.New_cartesian_coords_list[0])
    58 
    59             self.Cartesian_coords_list = self.New_cartesian_coords_list
    60             refinement += 1
    61         return self.Cartesian_coords_list
    62 
    63 if __name__ == "__main__":
    64     Cartesian_coords_list = [(1, 1),
    65                              (1, 3),
    66                              (4, 5),
    67                              (5, 1),
    68                              (2, 0.5),
    69                              (1, 1),]
    70 
    71     obj = Object(Cartesian_coords_list)
    72     Smoothed_obj = obj.Smooth_by_Chaikin(number_of_refinements=5)
    73 
    74     # visualisation
    75     x1 = [i for i, j in Smoothed_obj]
    76     y1 = [j for i, j in Smoothed_obj]
    77     x2 = [i for i, j in Cartesian_coords_list]
    78     y2 = [j for i, j in Cartesian_coords_list]
    79     plt.plot(range(7), range(7), 'w', alpha=0.7)
    80     myline = lines.Line2D(x1, y1, color='r')
    81     mynewline = lines.Line2D(x2, y2, color='b')
    82     plt.gca().add_artist(myline)
    83     plt.gca().add_artist(mynewline)
    84     plt.show()

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  • 原文地址:https://www.cnblogs.com/jeshy/p/15114956.html
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