Title :
An Image Quality Assessment Method based on HVS
Author_Institution :
Center for Aviation Safety Technol., Beijing
Abstract :
The detection performance of X-ray security inspection systems can be reflected from the image quality generated by the system. The image quality assessment method proposed in the paper combines human visual system (HVS) with objective method to evaluation the image quality of X-ray system. The assessment process and method simulate the human vision characteristics to separate and analyze regions of interest which correspondent to the technical specification under the Chinese national standard from the entire image. The technical specifications of detection performance of X-ray system include two aspects: image resolution and material differentiation ability which correspondent to different technical specifications. The existence and integrality, the hue and saturation are achieved respectively according to different specification requirements using objective method. The assessment results are achieved compared with the corresponding threshold values obtained by a series of special designed experiments implemented by experienced operators. Simulations and experiments verified the method.
Keywords :
X-ray imaging; image processing; security; HVS; X-ray security inspection systems; hue; human visual system; image quality assessment; saturation; Analytical models; Humans; Image generation; Image quality; Inspection; Security; Visual system; X-ray detection; X-ray detectors; X-ray imaging; Human Vision System (HVS); Image Quality Assessment; Region of interest (ROI); X-ray Security Inspection System;
Conference_Titel :
Security Technology, 2007 41st Annual IEEE International Carnahan Conference on
Conference_Location :
Ottawa, Ont.
Print_ISBN :
978-1-4244-1129-0
DOI :
10.1109/CCST.2007.4373507