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组合四相机拼接影像的颜色平衡
引用本文:任超锋,姚娜,林宗坚.组合四相机拼接影像的颜色平衡[J].中国图象图形学报,2013,18(11):1504-1512.
作者姓名:任超锋  姚娜  林宗坚
作者单位:武汉大学遥感信息工程学院,武汉大学遥感信息工程学院,中国测绘科学研究院
基金项目:国家自然科学基金项目(面上项目,重点项目,重大项目)
摘    要:针对组合四相机拼接影像的亮度差异,提出一种颜色平衡方法。首先,通过相机检校获取相机的辐射响应函数。其次,建立各子相机的颜色模型函数,并依据相邻子影像之间重叠区的亮度信息,通过稳健性估计获取各子影像之间的曝光量差值,完成各子影像之间的颜色差异纠正。最后,定义一个线性权函数,使拼接线附近的影像实现平衡过渡。试验结果表明,该方法能够有效消除各子影像之间的曝光量差异,保证拼接影像颜色均衡,没有明显分界。

关 键 词:拼接影像  颜色平衡  平差  辐射响应函数  稳健估计
收稿时间:2013/1/22 0:00:00
修稿时间:4/6/2013 12:00:00 AM

Color balancing of the stitched images of a combined four-head camera
Ren Chaofeng,Yao Na and Lin Zongjian.Color balancing of the stitched images of a combined four-head camera[J].Journal of Image and Graphics,2013,18(11):1504-1512.
Authors:Ren Chaofeng  Yao Na and Lin Zongjian
Affiliation:School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China;School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China;School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China;Chinese Academy of Surveying and Mapping, Beijing 100039, China
Abstract:This paper proposes a color balancing method for correcting uneven illuminations of sub-images of a combined four-head camera. First of all, the radiometric response function is estimated via a process of camera calibration. Then, based on the overlapped areas of the four sub-images a color correction model is established. And a robust estimation method is utilized to compute the differences of exposure amounts pertaining to four sub-cameras. Hence, the process of color balancing for a stitched image is accomplished. Finally, a linear weight function is defined to realize smoothing of the stitching line. The experiments show that the proposed method is capable of eliminating or compensating the differences of exposure amounts which guarantees the color unity of stitched image without unacceptable boundaries.
Keywords:stitched image  color balancing  adjustment  radiometric response function  robust estimation
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