摘要
首先,利用待评估边缘检测算子进行边缘检测;然后,根据检测边缘支撑区融合边缘位置信息与灰度信息,并利用改进的灰度反距离分区加权均值法实现影像重构;最后,设计反映原始影像与重构影像之间特征相似度的性能评估综合指标,完成边缘检测算子的性能评估。实验结果表明,该评估方法的结论与人工判读的结果相吻合,并且不需要先验参考信息,有一定的工程应用性。
An objective method for performance evaluation of edge detectors was proposed based on image reconstruction. Firstly, binary edge maps were extracted by testing edge de- tectors. Then, combining the location information and brightness information in edge sup- port region, image was reconstructed using enhance inverse of the distance for the weighted average of image pixel values in divisional regions. Finally, performance of edge detectors was evaluated using integrated index which represents feature similarity between reconstruc- ted image and original image. The experimental results show that the proposed method is consonant with subjective judgment and has practical implementation.
出处
《武汉大学学报(信息科学版)》
EI
CSCD
北大核心
2013年第4期445-449,共5页
Geomatics and Information Science of Wuhan University
基金
航天基金资助项目(0747-0540SITC2099-4)
江苏省高校自然科学研究基金资助项目(10KJB42000)
关键词
影像重构
边缘检测算子
性能评估
相似性测度
image reconstruction
edge detector
performance evaluation
similarity meas-urement