Title :
Study on algorithm for panoramic image basing on high sensitivity and high resolution panoramic surveillance camera
Author :
Zhenhai Zhang ; Kejie Li
Author_Institution :
Sch. of Mechatron. Eng., Beijing Inst. of Technol., Beijing, China
Abstract :
A single panoramic annular lens optical system and high-sensitivity, high-resolution CCD sensors form the basis of a 360° panoramic night vision image processing hardware platform. The unwrapped and correcting algorithm based on Coordinate Rotation Digital Computer (CORDIC) and bilinear interpolation algorithm was presented in this paper, with the purpose of processing dynamic panoramic annular image. The night vision image enhancement algorithm, based on adaptive piecewise linear gray transformation (APLGT) and Laplacian of Gaussian (LOG) edge detection, were given. An original annular panoramic image captured by panoramic annular lens (PAL) can be unwrapped and corrected to conventional rectangular image without distortion, which is much more coincident with people´s vision. APLGT algorithm can be adaptively truncate the image histogram on both ends to obtain a smaller dynamic range so as to enhance the contrast of the night vision image. LOG algorithm can be propitious to find and detect dim small targets in night vision circumstance. The algorithm for panoramic image processing is modeled by VHDL and implemented in FPGA. The experimental results show that the proposed panoramic image algorithm for unwrapped and distortion correction has the lower computation complexity and the architecture for dynamic panoramic image processing has lower hardware cost and power consumption.
Keywords :
CCD image sensors; adaptive signal processing; computational complexity; computer vision; digital arithmetic; distortion; edge detection; field programmable gate arrays; hardware description languages; image enhancement; interpolation; surveillance; 360° panoramic night vision image processing hardware platform; APLGT algorithm; CCD sensors; CORDIC; FPGA; LOG edge; Laplacian of Gaussian edge detection; VHDL; adaptive piecewise linear gray transformation; annular panoramic image; bilinear interpolation algorithm; computation complexity; contrast enhancement; coordinate rotation digital computer; correcting algorithm; distortion correction; dynamic panoramic annular image processing; dynamic panoramic image processing; high resolution panoramic surveillance camera; high sensitivity panoramic surveillance camera; image histogram; night vision image enhancement algorithm; panoramic image algorithm; panoramic image basing; rectangular image; single panoramic annular lens optical system; unwrapped algorithm; unwrapped correction; Field programmable gate arrays; Heuristic algorithms; Histograms; Image processing; Interpolation; Lenses; Night vision;
Conference_Titel :
Advanced Video and Signal Based Surveillance (AVSS), 2013 10th IEEE International Conference on
Conference_Location :
Krakow
DOI :
10.1109/AVSS.2013.6636666