An review on superpixels generation algorithms

作     者：Zhang Yongxia Zhang Caiming 

作者机构：School of Computer Science and TechnologyShandong University 

基　　金：Supported by the National Science Foundation of China(61373078,61572292) NSFC Joint Fund with Zhejiang Integration of Informatization and Industrialization under Key Project(U1609218) 

出 版 物：《Computer Aided Drafting,Design and Manufacturing》 (计算机辅助绘图设计与制造（英文版）)

年 卷 期：2017年第27卷第1期

页      码：7-14页

摘      要：Superpixel segmentation is the oversegmentation of an image into a set of homogeneous regions. Superpixel has many specific properties and has been commonly used as supporting regions for primitives to reduce computations in various computer vision tasks. One property of superpixels is compactness, which is preferred in some applications. In this paper, we give an review on image superpixel segmentation algorithms proposed in recent years. Superpixel segmentation approaches are classified based on the compactness constraint and their main idea are introduced. We also compare these algorithms in visual and evaluate them with five common measurements.

主 题 词：image segmentation superpixel compactness 

学科分类：08[工学] 080203[080203] 0802[工学-机械学] 

D　O　I：10.19583/j.1003-4951.2017.01.0007

馆 藏 号：203232046...