JIA Xu, CAO Yu-dong, SUN Fu-ming, et al. Vein Image Acquisition Method Based on Quality Assessment Model Without Reference[J]. Acta Electronica Sinica, 2015, 43(2): 236-241.
DOI:
JIA Xu, CAO Yu-dong, SUN Fu-ming, et al. Vein Image Acquisition Method Based on Quality Assessment Model Without Reference[J]. Acta Electronica Sinica, 2015, 43(2): 236-241. DOI: 10.3969/j.issn.0372-2112.2015.02.005.
Vein Image Acquisition Method Based on Quality Assessment Model Without Reference
Because of dorsal vein properties difference between different persons
for different vein objects not all vein images with high qualities can be acquired when fixing acquisition system parameters
in the paper a new image quality assessment model is proposed according to vein characteristics
moreover
vein image can be acquired through self optimization based on assessment result.First
a measure function based on key information entropy is proposed
which measures vein information completeness;Second
another measure function based on Contourlet decomposition is proposed
which is used to judge whether vein directional information is rich or not;Third
the objective vein image quality assessment model without reference is formed by fusing the two measure functions.In final
iteration elimination method is proposed in order to overcome the defect of steepest descent method
which is easy to fall into local optimum during optimization process.Experiments show the proposed quality assessment model is controllable and can meet the characteristics of human visual system
in the meantime the number of iterations can be reduced effectively through the proposed iteration elimination method
and the real-time requirement of acquisition system can be ensured.
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Related Institution
Lab of Pattern Recognition and Artificial Intelligence,Institute of Computer Science and Technology,University of Science and Technology
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Scientific Research Department of Military Training 60th Research Institute of General Staff DepartmentChinese People's Liberation ArmyNanjingJiangsu 210016China
School of Electronic Information Engineering, Tianjin University