通信学报
通信學報
통신학보
JOURNAL OF CHINA INSTITUTE OF COMMUNICATIONS
2013年
8期
76-81
,共6页
万国挺%王俊平%李锦%曹洪花%汪松%王乐%李亚宁%韦蓉
萬國挺%王俊平%李錦%曹洪花%汪鬆%王樂%李亞寧%韋蓉
만국정%왕준평%리금%조홍화%왕송%왕악%리아저%위용
图像拼接%质量评价%差分边缘谱%边缘检测
圖像拼接%質量評價%差分邊緣譜%邊緣檢測
도상병접%질량평개%차분변연보%변연검측
image mosaic%quality assessment%difference of edge map%edge detection
在现有图像质量评价方法相关原理基础上,提出了一种基于图像边缘信息的拼接质量评价新方法。该方法针对图像拼接结果的特点,先对待评价图像进行边缘提取,然后利用拼接前后图像的边缘轮廓信息,综合图像像素误差信息和结构信息,根据其均值和方差等统计信息与影响图像拼接质量的主要因素(拼接错位和亮度突变)之间的关系,对拼接图像进行评价。该评价方法得出的评价结果更加符合人眼视觉对图像拼接质量的主观评价感受,较准确地反映了拼接图像的真实质量和所使用图像拼接算法的性能。
在現有圖像質量評價方法相關原理基礎上,提齣瞭一種基于圖像邊緣信息的拼接質量評價新方法。該方法針對圖像拼接結果的特點,先對待評價圖像進行邊緣提取,然後利用拼接前後圖像的邊緣輪廓信息,綜閤圖像像素誤差信息和結構信息,根據其均值和方差等統計信息與影響圖像拼接質量的主要因素(拼接錯位和亮度突變)之間的關繫,對拼接圖像進行評價。該評價方法得齣的評價結果更加符閤人眼視覺對圖像拼接質量的主觀評價感受,較準確地反映瞭拼接圖像的真實質量和所使用圖像拼接算法的性能。
재현유도상질량평개방법상관원리기출상,제출료일충기우도상변연신식적병접질량평개신방법。해방법침대도상병접결과적특점,선대대평개도상진행변연제취,연후이용병접전후도상적변연륜곽신식,종합도상상소오차신식화결구신식,근거기균치화방차등통계신식여영향도상병접질량적주요인소(병접착위화량도돌변)지간적관계,대병접도상진행평개。해평개방법득출적평개결과경가부합인안시각대도상병접질량적주관평개감수,교준학지반영료병접도상적진실질량화소사용도상병접산법적성능。
On the basis of the theory of existing methods for image quality assessment, a novel method for quality as-sessment of mosaicked image based on the information of image edge was presented. The method was in accordance with the features of mosaicked image. Firstly, the edges of image were detected. Then according to the information of image edges, the information of pixel error and structure was considered. The mean value and variance of the difference of edge map were related with the misplacement and the brightness mutation, which influenced the quality of mosaicked image. Lastly, the evaluate procedure was done based on the relationship. The new method was more consistent with the subjec-tive feeling to the mosaicked image quality. This method accurately reflects the real quality of mosaicked image and the performance of the algorithm of image mosaic.