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GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking

GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking

In machine learning and computer vision, mean shift (MS) qualifies as one of the most popular mode-seeking algorithms used for clustering and image segmentation. It iteratively moves each data point to the weighted mean of its neighborhood data points. The computational cost required to find the neighbors of each data …