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旋转矩阵和欧拉角之间的相互转换代码

旋转矩阵和欧拉角之间的相互转换代码

作者: 小黄不头秃 | 来源:发表于2024-04-06 15:50 被阅读0次
import numpy as np
import cv2 
from PIL import Image, ImageDraw 
import copy
from scipy.spatial.transform import Rotation as R

def eulerAnglesToRotationMatrix(theta):
    # 将角度转换为弧度
    theta_rad = np.radians(theta)

    # 构造绕 x、y、z 轴的旋转矩阵
    R_x = np.array([[1, 0, 0],
                     [0, np.cos(theta_rad[0]), -np.sin(theta_rad[0])],
                     [0, np.sin(theta_rad[0]), np.cos(theta_rad[0])]])
    R_y = np.array([[np.cos(theta_rad[1]), 0, np.sin(theta_rad[1])],
                     [0, 1, 0],
                     [-np.sin(theta_rad[1]), 0, np.cos(theta_rad[1])]])
    R_z = np.array([[np.cos(theta_rad[2]), -np.sin(theta_rad[2]), 0],
                     [np.sin(theta_rad[2]), np.cos(theta_rad[2]), 0],
                     [0, 0, 1]])
    # 计算总的旋转矩阵
    R = np.dot(R_z, np.dot(R_y, R_x))
    return R

def rotation_matrix_to_euler_angles(rotation_matrix):
    r = R.from_matrix(rotation_matrix)
    euler_angles = r.as_euler('xyz', degrees=True)
    return euler_angles

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