Fast radial symmetry for detecting points of interest 论文
2003IEEE Transactions on Pattern Analysis and Machine Intelligence引用 594
Image and Object Detection TechniquesImage Processing Techniques and ApplicationsAdvanced Image and Video Retrieval Techniques
摘要
A new transform is presented that utilizes local radial symmetry to highlight points of interest within a scene. Its low-computational complexity and fast runtimes makes this method well-suited for real-time vision applications. The performance of the transform is demonstrated on a wide variety of images and compared with leading techniques from the literature. Both as a facial feature detector and as a generic region of interest detector the new transform is seen to offer equal or superior performance to contemporary techniques at a relatively low-computational cost. A real-time implementation of the transform is presented running at over 60 frames per second on a standard Pentium III PC.