Includes the work done within the course Image Analysis, which covers the following topics: SIFT Descriptor, Learning and Convolutional Neural Networks, Image Registration, Triangulation and Digit ...
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: This paper introduces Smart RANSAC, an enhance-ment to the traditional Random Sample Consensus (RANSAC) algorithm, aimed at increasing robustness in outlier detection by incorporating a ...
* A density-based algorithm for discovering clusters in large spatial databases with noise. * Proceedings of the Second International Conference on Knowledge Discovery and Data Mining. AAAI Press.