Changchun Institute of Optics,Fine Mechanics and Physics,CAS
Design of self-adaptive focus window for photoelectrical theodolite | |
Wang, G.-J.; Z.-Y. Wu; H.-J. Yun; X.-C. Liu; M.-H. Liang and H. Yang | |
2016 | |
发表期刊 | Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics
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卷号 | 38期号:7 |
摘要 | A novel no-reference (NR) image quality assessment (IQA) method is proposed for assessing image quality across multifarious distortion categories. The new method transforms distorted images into the shearlet domain using a non-subsample shearlet transform (NSST), and designs the image quality feature vector to describe images utilizing natural scenes statistical features: coefficient distribution, energy distribution and structural correlation (SC) across orientations and scales. The final image quality is achieved from distortion classification and regression models trained by a support vector machine (SVM). The experimental results on the LIVE2 IQA database indicate that the method can assess image quality effectively, and the extracted features are susceptive to the category and severity of distortion. Furthermore, our proposed method is database independent and has a higher correlation rate and lower root mean squared error (RMSE) with human perception than other high performance NR IQA methods. 2016, Tianjin University of Technology and Springer-Verlag Berlin Heidelberg. |
文章类型 | 期刊 |
收录类别 | EI |
语种 | 中文 |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ciomp.ac.cn/handle/181722/57229 |
专题 | 中科院长春光机所知识产出 |
推荐引用方式 GB/T 7714 | Wang, G.-J.,Z.-Y. Wu,H.-J. Yun,et al. Design of self-adaptive focus window for photoelectrical theodolite[J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics,2016,38(7). |
APA | Wang, G.-J.,Z.-Y. Wu,H.-J. Yun,X.-C. Liu,&M.-H. Liang and H. Yang.(2016).Design of self-adaptive focus window for photoelectrical theodolite.Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics,38(7). |
MLA | Wang, G.-J.,et al."Design of self-adaptive focus window for photoelectrical theodolite".Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics 38.7(2016). |
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