![一种图像变化检测方法](/CN/2019/1/41/images/201910205137.jpg)
基本信息:
- 专利标题: 一种图像变化检测方法
- 专利标题(英):Image change detection method
- 申请号:CN201910205137.3 申请日:2019-03-18
- 公开(公告)号:CN110111300A 公开(公告)日:2019-08-09
- 发明人: 吕宁 , 王艳艳 , 胡少哲 , 殷廷瑞 , 吕高登
- 申请人: 西安电子科技大学
- 申请人地址: 陕西省西安市太白南路2号
- 专利权人: 西安电子科技大学
- 当前专利权人: 西安电子科技大学
- 当前专利权人地址: 陕西省西安市太白南路2号
- 代理机构: 西安嘉思特知识产权代理事务所
- 代理人: 张捷
- 主分类号: G06T7/00
- IPC分类号: G06T7/00 ; G06K9/62
The invention discloses an image change detection method which comprises the following steps: acquiring two time-phase images including a first image and a second image; obtaining a first difference image by using the two time-phase images, and training the first difference image to obtain a second difference image; classifying the second difference image by using the MRF to obtain an initial classification result, the initial classification result comprising a probability value and a first classification result; inputting the probability value into a unary potential function to obtain first energy, inputting the first classification result into a binary potential function to obtain second energy, and summing the first energy and the second energy to obtain total energy; segmenting the total energy by using a CRF method to obtain a second classification result; and circulating the second classification result by using an iteration method to obtain a final result. According to the method, the second difference image is obtained after the first difference image is trained, the second difference image serves as the initial detection image of the MRF random field, noise interference isrestrained, and the MRF random field is combined with the CRF random field, so that the accuracy of the detection result is improved.
公开/授权文献:
- CN110111300B 一种图像变化检测方法 公开/授权日:2021-06-15
IPC结构图谱:
G | 物理 |
--G06 | 计算;推算;计数 |
----G06T | 一般的图像数据处理或产生 |
------G06T7/00 | 图像分析,例如从位像到非位像 |