具有仿射不变性的离散余弦描述子
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Affineinvariant Discrete Cosine Transformation Descriptor
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    摘要:

    边缘轮廓是图像目标的重要特征信息。使用微分面积对目标轮廓进行参数化,进而计算其离散余弦变换。所得到的一系列描述子在仿射变换(平移、旋转、尺寸、剪切)下具有不变性,尤其适用于在视点发生变化时,三维空间中运动目标识别。通过理论分析,给出了算法的推导过程,并对三维空间中不同姿态的飞机轮廓图像进行了仿真实验。实验结果表明,各描述子描述的特征值是相对稳定的。

    Abstract:

    Boundary is an important character of image. The boundary of an object was parameterized by differential area, and then the parameterized boundary was transformed by discrete cosine transformation. Based on this method, a set of descriptors were obtained, which are invariant under any affinetransformation (translation, rotation, scaling, and shearing). Especially, they are invariant as the change of viewport in recognition of 3D motion object. Through analysis of theory, the computational process of this method was given. Many planes of different poses in 3D space were simulated. The experiment results show that values of each kind of character are stable correspondingly.

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杨昕梅,王成刚,吴钦章.具有仿射不变性的离散余弦描述子[J].激光与红外,2007,37(9):902~903
YANG Xin-mei, WANG Cheng-gang, WU Qin-zhang. Affineinvariant Discrete Cosine Transformation Descriptor[J]. LASER & INFRARED,2007,37(9):902~903

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