A Research Review of Superpixels Generation Algorithms

作     者：PAN Xiao LI Yun-liang ZHOU Yuanfeng 

作者机构：School of Compute Science and TechnologyShandong University The Guard Department of Jinan Public Security Bureau 

基　　金：Supported by Independent Innovation Foundation of Shandong University,IIFSDU(No.2012TB013) Scientific Research Foundation of Shandong Province of Outstanding Young Scientist Award(No.BS2013DX041,No.BS2013DX048) Shandong Province Natural Fund(zr2011FM031) Ji'nan Science and Technology Development Project(No.201202015) 

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：2014年第24卷第1期

页      码：12-17页

摘      要：Superpixels generation is becoming increasingly popular as a preprocessing in many computer vision applications. A superpixel is an image patch which has uniform pixels intensity and is aligned with intensity edges. Superpixels provide a convenient primitive from which local image features can be computed. So far, there are many methods to generate superpixels. Several main superpixels generation algorithms are summarized in this paper and the advantages and disadvantages of them are analyzed simply. In the end, some applications of superpixels are listed.

主 题 词：superpixels image segmentation compactness 

学科分类：1305[艺术学-设计学类] 13[艺术学] 08[工学] 080203[080203] 0802[工学-机械学] 

D　O　I：10.19583/j.1003-4951.2014.01.002

馆 藏 号：203151952...