import matplotlib.pyplot as plt import numpy as np from mpl_toolkits.mplot3d import Axes3D def homo2cart(points): '''将齐次坐标转换为笛卡尔坐标''' points=points[:,:-1]/points[:,-1:] return points def projection_trans(view_point,points): '''获得投影变换之后的点阵''' x0,y0,z0 = view_point[0],view_point[1],view_point[2] d=-1*z0 mtx=np.array([[1,0,0,0], [0,1,0,0], [x0/d,y0/d,0,1/d], [0,0,0,1]],dtype=np.float32) print(mtx) new_points=np.matmul(points,mtx) return new_points def one_point_projection(L,M,N,view_point,point): '''一点''' mtx_mv=np.array([[1,0,0,0], [0,1,0,0], [0,0,1,0], [L,M,N,1]],dtype=np.float32) point=np.matmul(point,mtx_mv) # print(point) new_point=projection_trans(view_point,point) return new_point,point def two_point_projection(L,M,N,a,view_point,point): '''二点''' #先移动L,M,N mtx_mv=np.array([[1,0,0,0], [0,1,0,0], [0,0,1,0], [L,M,N,1]],dtype=np.float32) point=np.matmul(point,mtx_mv) #绕y轴旋转 a 度(a<90deg) a=a/180*np.pi mtx_roty=np.array([[np.cos(a),0,np.sin(a),0], [0,1,0,0], [-1*np.sin(a),0,np.cos(a),0], [0,0,0,1]],dtype=np.float32) point=np.matmul(point,mtx_roty) # print(point) new_point=projection_trans(view_point,point) return new_point,point def three_point_projection(L,M,N,a,b,view_point,point): '''三点''' #先移动L,M,N mtx_mv=np.array([[1,0,0,0], [0,1,0,0], [0,0,1,0], [L,M,N,1]],dtype=np.float32) point=np.matmul(point,mtx_mv) print("aaa") print(point) #绕y轴旋转 a 度(a<90deg) a=a/180*np.pi mtx_roty=np.array([[np.cos(a),0,np.sin(a),0], [0,1,0,0], [-1*np.sin(a),0,np.cos(a),0], [0,0,0,1]],dtype=np.float32) point=np.matmul(point,mtx_roty) print("bbb") print(point) #绕x轴旋转 b 度(b<90deg) b=b/180*np.pi mtx_rotx=np.array([[1,0,0,0], [0,np.cos(b),np.sin(b),0], [0,-1*np.sin(b),np.cos(b),0], [0,0,0,1]],dtype=np.float32) point=np.matmul(point,mtx_rotx) print("ccc") print(point) # print(point) new_point=projection_trans(view_point,point) return new_point,point view_point = np.array([0,0,-1,1],dtype=np.float32) points= np.array([[0,0,0,1], [1,0,0,1], [1,1,0,1], [0,1,0,1], [0,0,0,1], [0,0,1,1], [1,0,1,1], [1,1,1,1], [0,1,1,1], [0,0,1,1], [0,0,0,1], [1,0,0,1], [1,0,1,1], [1,1,1,1], [1,1,0,1], [0,1,0,1], [0,1,1,1]],dtype=np.float32) #new_points=one_point_projection(0,0,0,view_point,points) new_points,ori_points=three_point_projection(2,3,1,50,30,view_point,points) new_points=homo2cart(new_points) def draw(view_point,ori_points,new_points): plt.scatter(new_points[:,0],new_points[:,1],c="black") plt.plot(new_points[:,0],new_points[:,1],c="black") ax=Axes3D(plt.figure()) x = np.linspace(-6,6,100) y = np.linspace(-6,6,100) X, Y = np.meshgrid(x, y) ax.plot_surface(X,Y,Z=X*0,color='g',alpha=0.3) ax.scatter(ori_points[:,0],ori_points[:,1],ori_points[:,2]) ax.scatter(view_point[0],view_point[1],view_point[2],c='r') ax.plot(ori_points[:,0],ori_points[:,1],ori_points[:,2]) ax.get_proj = lambda: np.dot(Axes3D.get_proj(ax), np.diag([1,1, 0.5, 1])) ax.scatter(new_points[:,0],new_points[:,1],c="black") ax.plot(new_points[:,0],new_points[:,1],c="black") ax.set_zlabel('Z', fontdict={'size': 15, 'color': 'red'}) ax.set_ylabel('Y', fontdict={'size': 15, 'color': 'red'}) ax.set_xlabel('X', fontdict={'size': 15, 'color': 'red'}) plt.show() draw(view_point,ori_points,new_points)