Image processing apparatus and method of controlling the same

摘要

To improve a total throughput of graph generation processing. For doing so an inputted image is divided into a plurality of areas by clustering, based on a plurality of representative points, a plurality of pixels in the image. A set of representative points that are close is generated based on positions of the representative points. A plurality of the areas corresponding to the plurality of representative points included in the set based on respective feature amounts is unified.

主权项

1. An image processing apparatus comprising:
one or more processors; and one or more memories coupled to the one or more processors and having instructions stored thereon which, when executed by the one or more processors, cause the image processing apparatus to:
arrange representative points on an inputted image;divide the inputted image into a plurality of areas by clustering a plurality of pixels in the inputted image based on the arranged representative points, wherein the representative points are updated based on feature amounts of the respective divided areas and the inputted image are further divided into updated areas by clustering the pixels in the inputted image based on the updated representative points;generate a graph connecting arranged representative points based on initial arrangement of the arranged representative points, wherein the connected representative points in the graph have an adjacency relationship; andunify the updated areas based on respective feature amounts of the updated areas and the generated graph.