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所以我一直在尝试学习 3D 渲染的工作原理。我尝试编写一个脚本，目标是在 3D 空间中旋转一个平面（2D）正方形。我首先在标准化空间 (-1, 1) 中定义一个正方形。请注意，只有 x 和 y 是标准化的。

class Vec3:
    #  3D VECTOR
    def __init__(self, x, y, z):
        self.x = x
        self.y = y
        self.z = z

s = 1
p1 = Vec3(-s, -s, -s) 
p2 = Vec3(s, -s, -s)
p3 = Vec3(s, s, -s)
p4 = Vec3(-s, s, -s)

然后将这些点翻译到屏幕上：

p1.z += 6
p2.z += 6
p3.z += 6
p4.z += 6

之后的一切都在应用程序循环中完成。我使用以下函数将点缩放到屏幕上：

class Transform:
    # IT TRANSFORMS THE X AND Y FROM NORMALISED SPACE TO SCREEN SPACE WITH PROJECTION APPLIED 
    def worldSpaceTransform(self, vec3, w, h):
        if vec3.z == 0:
            vec3.z = 0.001
        zInverse = 1/ vec3.z
        xTransformed = ((vec3.x * zInverse) + 1) * (w/2)
        yTransformed = ((-vec3.y * zInverse) + 1) * (h/2)
        xTransformed = str(xTransformed)[:6]
        yTransformed = str(yTransformed)[:6]
        return Vec2(float(xTransformed), float(yTransformed))

像这样：

# TRANSLATING THE SQUARE SHEET INTO THE SCREEN SPACE
    point1 = transform.worldSpaceTransform(p1, SCREENWIDTH, SCREENHEIGHT)
    point2 = transform.worldSpaceTransform(p2, SCREENWIDTH, SCREENHEIGHT)
    point3 = transform.worldSpaceTransform(p3, SCREENWIDTH, SCREENHEIGHT)
    point4 = transform.worldSpaceTransform(p4, SCREENWIDTH, SCREENHEIGHT)

并画出要点：

# STORING THE POINTS TO A TUPLE SO IT CAN BE DRAWN USING pygame.draw.lines
    points = ((point1.x, point1.y), (point2.x, point2.y),
              (point2.x, point2.y), (point3.x, point3.y),
              (point3.x, point3.y), (point4.x, point4.y),
              (point4.x, point4.y), (point1.x, point1.y))
    pygame.draw.lines(D, (0, 0, 0), False, points)

到目前为止一切正常（我认为），因为它画了一个正方形，正如它应该的那样。

现在轮换。我尝试了所有轴的旋转，但它们都不起作用，但为了具体起见，我将讨论 x 轴。下面是轮换类。我从维基百科复制了旋转矩阵。我不完全确定它们是如何工作的，所以我也不知道它是否与我上面描述的系统兼容。

def multVecMatrix(vec3, mat3):
    # MULTIPLIES A Vec3 OBJECT WITH Mat3 OBJECT AND RETURNS A NEW Vec3  ? 
    x = vec3.x * mat3.matrix[0][0] + vec3.y * mat3.matrix[0][1] + vec3.z * mat3.matrix[0][2]
    y = vec3.x * mat3.matrix[1][0] + vec3.y * mat3.matrix[1][1] + vec3.z * mat3.matrix[1][2]
    z = vec3.x * mat3.matrix[2][0] + vec3.y * mat3.matrix[2][1] + vec3.z * mat3.matrix[2][2]
    return Vec3(x, y, z)

class Rotation:
    def rotateX(self, theta):
        # ROTATION MATRIX IN X AXIS ??
        sinTheta = sin(theta)
        cosTheta = cos(theta)
        m = Mat3()
        m.matrix = [[1, 0,         0],
                    [0, cosTheta,  sinTheta],
                    [0, -sinTheta, cosTheta]]
        return m

    def rotate(self, vec3, theta, axis=None):
        # ROTATES A Vec3 BY GIVEN THETA AND AXIS ??
        if axis == "x":
            return multVecMatrix(vec3, self.rotateX(theta))
        if axis == "y":
            return multVecMatrix(vec3, self.rotateY(theta))
        if axis == "z":
            return multVecMatrix(vec3, self.rotateZ(theta))

在将屏幕填充为白色之后，在将点从标准化空间缩放到屏幕空间之前，它是这样调用的。

    # screen is filled with white color
    # ROTATING THE POINTS AROUND X AXIS ?????

    p1.x = rotation.rotate(p1, thetax, axis='x').x
    p1.y = rotation.rotate(p1, thetay, axis='x').y
    p1.z = rotation.rotate(p1, thetax, axis='x').z

    p2.x = rotation.rotate(p2, thetax, axis='x').x
    p2.y = rotation.rotate(p2, thetay, axis='x').y
    p2.z = rotation.rotate(p2, thetax, axis='x').z

    p3.x = rotation.rotate(p3, thetax, axis='x').x
    p3.y = rotation.rotate(p3, thetay, axis='x').y
    p3.z = rotation.rotate(p3, thetax, axis='x').z

    p4.x = rotation.rotate(p4, thetax, axis='x').x
    p4.y = rotation.rotate(p4, thetay, axis='x').y
    p4.z = rotation.rotate(p4, thetax, axis='x').z
    
    # then the points are translated into world space

应用旋转后，它看起来像在移动并围绕 x 轴旋转，但没有旋转。我希望它在原地不动的同时旋转。我究竟做错了什么？

完整的复制粘贴代码供参考：

import pygame
from math import sin, cos, radians
pygame.init()

### PYGAME STUFF ######################################

SCREENWIDTH = 600
SCREENHEIGHT = 600
D = pygame.display.set_mode((SCREENWIDTH, SCREENHEIGHT))
pygame.display.set_caption("PRESS SPACE TO ROTATE AROUND X")

######### MATH FUNCTIONS AND CLASSES ####################

class Mat3:
    # 3X3 MATRIX INITIALIZED WITH ALL 0's
    def __init__(self):
        self.matrix = [[0 for i in range(3)],
                      [0 for i in range(3)],
                      [0 for i in range(3)]]

class Vec2:
    # 2D VECTOR
    def __init__(self, x, y):
        self.x = x
        self.y = y

class Vec3:
    #  3D VECTOR
    def __init__(self, x, y, z):
        self.x = x
        self.y = y
        self.z = z

def multVecMatrix(vec3, mat3):
    # MULTIPLIES A Vec3 OBJECT WITH Mat3 OBJECT AND RETURNS A NEW Vec3 
    x = vec3.x * mat3.matrix[0][0] + vec3.y * mat3.matrix[0][1] + vec3.z * mat3.matrix[0][2]
    y = vec3.x * mat3.matrix[1][0] + vec3.y * mat3.matrix[1][1] + vec3.z * mat3.matrix[1][2]
    z = vec3.x * mat3.matrix[2][0] + vec3.y * mat3.matrix[2][1] + vec3.z * mat3.matrix[1][2]
    return Vec3(x, y, z)

class Transform:
    # IT TRANSFORMS THE X AND Y FROM NORMALIZED SPACE TO SCREEN SPACE WITH PROJECTION APPLIED
    def worldSpaceTransform(self, vec3, w, h):
        if vec3.z == 0:
            vec3.z = 0.001
        zInverse = 1/ vec3.z
        xTransformed = ((vec3.x * zInverse) + 1) * (w/2)
        yTransformed = ((-vec3.y * zInverse) + 1) * (h/2)
        xTransformed = str(xTransformed)[:6]
        yTransformed = str(yTransformed)[:6]
        return Vec2(float(xTransformed), float(yTransformed))

class Rotation:
    def rotateX(self, theta):
        # ROTATION MATRIX IN X AXIS
        sinTheta = sin(theta)
        cosTheta = cos(theta)
        m = Mat3()
        m.matrix = [[1, 0,         0],
                    [0, cosTheta,  sinTheta],
                    [0, -sinTheta, cosTheta]]
        return m

    def rotate(self, vec3, theta, axis=None):
        # ROTATES A Vec3 BY GIVEN THETA AND AXIS
        if axis == "x":
            return multVecMatrix(vec3, self.rotateX(theta))
        if axis == "y":
            return multVecMatrix(vec3, self.rotateY(theta))
        if axis == "z":
            return multVecMatrix(vec3, self.rotateZ(theta))

transform = Transform()
rotation = Rotation()


# ASSIGNING 4 Vec3's FOR 4 SIDES OF SQUARE IN NORMALIZED SPACE
s = 1
p1 = Vec3(-s, -s, -s) 
p2 = Vec3(s, -s, -s)
p3 = Vec3(s, s, -s)
p4 = Vec3(-s, s, -s)

# TRANSLATING THE POINTS OF THE CUBE A LITTLE BIT INTO THE SCREEN
p1.z += 6
p2.z += 6
p3.z += 6
p4.z += 6

# ASSIGNING THE ROTATION ANGLES
thetax = 0

# APPLICATION LOOP
while True:
    pygame.event.get()
    D.fill((255, 255, 255))


    # ROTATING THE POINTS AROUND X AXIS

    p1.x = rotation.rotate(p1, thetax, axis='x').x
    p1.y = rotation.rotate(p1, thetax, axis='x').y
    p1.z = rotation.rotate(p1, thetax, axis='x').z

    p2.x = rotation.rotate(p2, thetax, axis='x').x
    p2.y = rotation.rotate(p2, thetax, axis='x').y
    p2.z = rotation.rotate(p2, thetax, axis='x').z

    p3.x = rotation.rotate(p3, thetax, axis='x').x
    p3.y = rotation.rotate(p3, thetax, axis='x').y
    p3.z = rotation.rotate(p3, thetax, axis='x').z

    p4.x = rotation.rotate(p4, thetax, axis='x').x
    p4.y = rotation.rotate(p4, thetax, axis='x').y
    p4.z = rotation.rotate(p4, thetax, axis='x').z
    

    # TRANSLATING THE SQUARE SHEET INTO THE SCREEN SPACE
    point1 = transform.worldSpaceTransform(p1, SCREENWIDTH, SCREENHEIGHT)
    point2 = transform.worldSpaceTransform(p2, SCREENWIDTH, SCREENHEIGHT)
    point3 = transform.worldSpaceTransform(p3, SCREENWIDTH, SCREENHEIGHT)
    point4 = transform.worldSpaceTransform(p4, SCREENWIDTH, SCREENHEIGHT)

    # STORING THE POINTS TO A TUPLE SO IT CAN BE DRAWN USING pygame.draw.lines
    points = ((point1.x, point1.y), (point2.x, point2.y),
              (point2.x, point2.y), (point3.x, point3.y),
              (point3.x, point3.y), (point4.x, point4.y),
              (point4.x, point4.y), (point1.x, point1.y))

    
    keys = pygame.key.get_pressed()
    # ROTATE X ?
    if keys[pygame.K_SPACE]:
        thetax -= 0.005

    pygame.draw.lines(D, (0, 0, 0), False, points)
    
    pygame.display.flip()
4

1 回答 1

1

不必单独旋转矢量的每个分量。如果你这样做

p1.x = rotation.rotate(p1, thetax, axis='x').x

那么 的x组件p1已经改变并且p1传递给下一条指令的组件不同

p1.y = rotation.rotate(p1, thetay, axis='x').y

旋转整个顶点一次就足够了：

p1 = rotation.rotate(p1, thetax, axis='x')  
p2 = rotation.rotate(p2, thetax, axis='x')
p3 = rotation.rotate(p3, thetax, axis='x')
p4 = rotation.rotate(p4, thetax, axis='x')

当您将向量乘以旋转矩阵时，向量会旋转一圈 (0, 0, 0)。您必须在旋转后进行翻译。
在类中添加+-operator Vec3：

class Vec3:
    #  3D VECTOR
    def __init__(self, x, y, z):
        self.x = x
        self.y = y
        self.z = z
    def __add__(a, b):
        return Vec3(a.x+b.x, a.y+b.y, a.z+b.z)

切勿更改原始顶点坐标p1、p2和。计算旋转，然后计算平移：p3p4

# TRANSLATING THE POINTS OF THE CUBE A LITTLE BIT INTO THE SCREEN
#p1.z += 6 <--- DELETE
#p2.z += 6
#p3.z += 6
#p4.z += 6
transVec = Vec3(0, 0, 6)

# [...]

while run:

    # ROTATING THE POINTS AROUND X AXIS
    point1 = rotation.rotate(p1, thetax, axis='x')  
    # [...]

    # TRANSLATING THE POINTS OF THE CUBE A LITTLE BIT INTO THE SCREEN
    point1 = point1 + transVec
    # [...]

    # TRANSLATING THE SQUARE SHEET INTO THE SCREEN SPACE
    point1 = transform.worldSpaceTransform(point1, SCREENWIDTH, SCREENHEIGHT)
    # [...]

我建议在列表中组织顶点坐标：

# ASSIGNING 4 Vec3's FOR 4 SIDES OF SQUARE IN NORMALIZED SPACE
s = 1
modelPoints = [Vec3(-s, -s, -s), Vec3(s, -s, -s), Vec3(s, s, -s), Vec3(-s, s, -s)]

# TRANSLATING THE POINTS OF THE CUBE A LITTLE BIT INTO THE SCREEN
transVec = Vec3(0, 0, 6)

# ASSIGNING THE ROTATION ANGLES
thetax = 0

# APPLICATION LOOP
run = True
while run:
    for event in pygame.event.get():
        if event.type == pygame.QUIT:
            run = False

    D.fill((255, 255, 255))

    # ROTATING THE POINTS AROUND X AXIS
    points = [rotation.rotate(pt, thetax, axis='x') for pt in modelPoints]

    # TRANSLATING THE POINTS OF THE CUBE A LITTLE BIT INTO THE SCREEN
    points = [pt + transVec for pt in points]

    # TRANSLATING THE SQUARE SHEET INTO THE SCREEN SPACE
    points = [transform.worldSpaceTransform(pt, SCREENWIDTH, SCREENHEIGHT) for pt in points]

    # STORING THE POINTS TO A TUPLE SO IT CAN BE DRAWN USING pygame.draw.lines
    points = [(pt.x, pt.y) for pt in points]

查看完整示例：

import pygame
from math import sin, cos, radians
pygame.init()

### PYGAME STUFF ######################################

SCREENWIDTH = 600
SCREENHEIGHT = 600
D = pygame.display.set_mode((SCREENWIDTH, SCREENHEIGHT))
pygame.display.set_caption("PRESS SPACE TO ROTATE AROUND X")

######### MATH FUNCTIONS AND CLASSES ####################

class Mat3:
    # 3X3 MATRIX INITIALIZED WITH ALL 0's
    def __init__(self):
        self.matrix = [[0 for i in range(3)],
                      [0 for i in range(3)],
                      [0 for i in range(3)]]

class Vec2:
    # 2D VECTOR
    def __init__(self, x, y):
        self.x = x
        self.y = y

class Vec3:
    #  3D VECTOR
    def __init__(self, x, y, z):
        self.x = x
        self.y = y
        self.z = z
    def __add__(a, b):
        return Vec3(a.x+b.x, a.y+b.y, a.z+b.z)

def multVecMatrix(vec3, mat3):
    # MULTIPLIES A Vec3 OBJECT WITH Mat3 OBJECT AND RETURNS A NEW Vec3 
    x = vec3.x * mat3.matrix[0][0] + vec3.y * mat3.matrix[0][1] + vec3.z * mat3.matrix[0][2]
    y = vec3.x * mat3.matrix[1][0] + vec3.y * mat3.matrix[1][1] + vec3.z * mat3.matrix[1][2]
    z = vec3.x * mat3.matrix[2][0] + vec3.y * mat3.matrix[2][1] + vec3.z * mat3.matrix[2][2]
    return Vec3(x, y, z)

class Transform:
    # IT TRANSFORMS THE X AND Y FROM NORMALIZED SPACE TO SCREEN SPACE WITH PROJECTION APPLIED
    def worldSpaceTransform(self, vec3, w, h):
        if vec3.z == 0:
            vec3.z = 0.001
        zInverse = 1/ vec3.z
        xTransformed = ((vec3.x * zInverse) + 1) * (w/2)
        yTransformed = ((-vec3.y * zInverse) + 1) * (h/2)
        xTransformed = str(xTransformed)[:6]
        yTransformed = str(yTransformed)[:6]
        return Vec2(float(xTransformed), float(yTransformed))

class Rotation:
    def rotateX(self, theta):
        # ROTATION MATRIX IN X AXIS
        sinTheta = sin(theta)
        cosTheta = cos(theta)
        m = Mat3()
        m.matrix = [[1, 0,         0],
                    [0, cosTheta,  sinTheta],
                    [0, -sinTheta, cosTheta]]
        return m

    def rotate(self, vec3, theta, axis=None):
        # ROTATES A Vec3 BY GIVEN THETA AND AXIS
        if axis == "x":
            return multVecMatrix(vec3, self.rotateX(theta))
        if axis == "y":
            return multVecMatrix(vec3, self.rotateY(theta))
        if axis == "z":
            return multVecMatrix(vec3, self.rotateZ(theta))


transform = Transform()
rotation = Rotation()


# ASSIGNING 4 Vec3's FOR 4 SIDES OF SQUARE IN NORMALIZED SPACE
s = 1
modelPoints = [Vec3(-s, -s, -s), Vec3(s, -s, -s), Vec3(s, s, -s), Vec3(-s, s, -s)]

# TRANSLATING THE POINTS OF THE CUBE A LITTLE BIT INTO THE SCREEN
transVec = Vec3(0, 0, 6)

# ASSIGNING THE ROTATION ANGLES
thetax = 0

# APPLICATION LOOP
run = True
while run:
    for event in pygame.event.get():
        if event.type == pygame.QUIT:
            run = False

    D.fill((255, 255, 255))

    # ROTATING THE POINTS AROUND X AXIS
    points = [rotation.rotate(pt, thetax, axis='x') for pt in modelPoints]

    # TRANSLATING THE POINTS OF THE CUBE A LITTLE BIT INTO THE SCREEN
    points = [pt + transVec for pt in points]

    # TRANSLATING THE SQUARE SHEET INTO THE SCREEN SPACE
    points = [transform.worldSpaceTransform(pt, SCREENWIDTH, SCREENHEIGHT) for pt in points]

    # STORING THE POINTS TO A TUPLE SO IT CAN BE DRAWN USING pygame.draw.lines
    points = [(pt.x, pt.y) for pt in points]
    
    keys = pygame.key.get_pressed()
    # ROTATE X ?
    if keys[pygame.K_SPACE]:
        thetax -= 0.005

    pygame.draw.lines(D, (0, 0, 0), True, points)
    
    pygame.display.flip()
于 2020-08-30T06:14:46.063 回答