Acquiring high-quality labels is one of the most critical bottlenecks in machine learning. It is time-consuming and costly to obtain accurate, precise, and a sufficient amount of labels. Sometimes, we ...
Abstract: RANSAC is a popular and robust fitting algorithm. In the field of image processing, RANSAC can be successfully used to reject false correspondences between similar images. Due to its ...
Abstract: An improved RANSAC algorithm based on structural similarity was proposed to improve the speed and accuracy of traditional RANSAC (Random Sample Consensus) algorithm and to reduce iterations ...
关键词 / Keywords: 计算机视觉 Computer Vision | 对极几何 Epipolar Geometry | 基础矩阵 Fundamental Matrix | 8点算法 8-Point Algorithm | RANSAC | SIFT | 立体视觉 Stereo Vision | 运动恢复结构 Structure from Motion ...
To address the current issues of inaccurate segmentation and the limited applicability of segmentation methods for building facades in point clouds, we propose a facade segmentation algorithm based on ...
In underground engineering, precise analysis of structural discontinuities is critical for understanding the rock fracture mechanisms subjected to shear and tensile loading. This study presents an ...
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