Subjects/Computer Vision
Euler angles
BiniU
2022. 6. 24. 20:27
Terminology
- Euler axis
- 회전의 기준이 되는 축
- Euler pole
- Euler axis가 가르키는 방향
- Euler angle
- Euler axis를 기준으로 한 rotation의 변화량
Sign convention
- clock-wise
- counter clock-wise (Usally used)
Composition convention
- As matrix multiplication does not commute, order or rotation axes will affect the result
- Two successive rotations must be performed with different axes.
- There are 12 conventions for the combination of these three axes which can be divided into 2 groups
- 6 - symmetric conventions involving the same axes
- XYX, XZX, YXY, YZY, ZXZ, ZYZ
- 6 - asymmetric conventions
- XYZ, XZY, YXZ, YZX, ZXY, ZYX
- 6 - symmetric conventions involving the same axes
Rotation matrix properties
- Positive orthogonal matrix
- $R_i^T(\theta) = R_i^{-1}(\theta) \quad (i = x, y, z)$
- $R_i(-\theta) = R_i^T(\theta) \quad (i = x, y, z)$
- Det = +1
- Additive in same axis
- $R_i(\alpha) + R_i(\beta) = R_i(\alpha + \beta) \quad (i = x, y, z)$
Passive rotations
Active rotations
- Active rotation transforms a vector in same fixed coordinate system
Extrinsic rotation & Intrinsic rotation
- Extrinsic rotation
- Extrinsic rotation is a rotation with fixed axis
- Intrinsic rotation
- Intrinsic rotation is a rotation with sequentially changing axis
- Any extrinsic rotation is equivalent to a intrinsic rotation by the same angles but with inverted order of elemental rotations, and vice versa.
- For instance, the intrinsic rotations x-y’-z″ by angles α, β, γ are equivalent to the extrinsic rotations z-y-x by angles γ, β, α.
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