GLSC: LSC superpixels at over 130 FPS

• Published in: Journal of real-time image processing Vol. 14; no. 3; pp. 605 - 616
• Main Authors: Ban, Zhihua, Liu, Jianguo, Fouriaux, Jeremy
• Format: Journal Article
• Language: English
• Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.03.2018; Springer Nature B.V
• Subjects: Algorithms; Clustering; Complexity; Computer Graphics; Computer Science; Computer vision; Graphics processing units; Image Processing and Computer Vision; Image resolution; Image retrieval; Multimedia Information Systems; Optical tracking; Pattern Recognition; Signal,Image and Speech Processing; Source code; Special Issue Paper; Trends; CUDA; Superpixel; Image segmentation; Real time; GPGPU

Superpixel has been successfully applied in various computer vision tasks, and many algorithms have been proposed to generate superpixel map. Recently, a superpixel algorithm called “superpixel segmentation using linear spectral clustering” (LSC) has been proposed, and it performs equally well or be...