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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
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
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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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