CAJ | 학술논문

在图像角点匹配过程中，目标图像往往存在平移旋转现象，直接影响匹配效果，为此提出了一种平移旋转图像的角点匹配方法。该方法首先利用角点检测生成自相关矩阵的梯度信息与仿射变换相结合，构造确定性退火算法中的自由能函数，然后对该自由能函数进行优化，获取待匹配角点间的仿射变换参数，最后利用该变换参数实现角点匹配。实验结果表明，该方法能够在目标图像发生平移旋转的情况下，有效实现角点匹配。
재도상각점필배과정중，목표도상왕왕존재평이선전현상，직접영향필배효과，위차제출료일충평이선전도상적각점필배방법。해방법수선이용각점검측생성자상관구진적제도신식여방사변환상결합，구조학정성퇴화산법중적자유능함수，연후대해자유능함수진행우화，획취대필배각점간적방사변환삼수，최후이용해변환삼수실현각점필배。실험결과표명，해방법능구재목표도상발생평이선전적정황하，유효실현각점필배。
During the course of image corner matching, the translation and rotation of object image often affect the matching results. A corner matching method is proposed based on deterministic annealing. Harris corner detection is used to extract the corner points respectively from object and matching image, and the gradient information of the corner points from the autocorrelation matrix are also calculated. The free energy function of deterministic annealing is constructed by combining the gradient information and the affine transform. The optimization affine transform parameters are obtained by optimizing the free energy function. Corner matching between object and matching image are complemented through the affine trans-form. Simulations show that this method can effectively achieve the corner matching when the object image occurring translation and rotation.