Title :
High-dynamic-range infrared image enhancement and hardware design
Author :
Wang Luping ; Ma Feng
Author_Institution :
ATR Key Lab., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
A new technique for the display of high-dynamic-range infrared images is presented in this paper, which reduces the dynamic range while preserving details. It is based on a two-scale decomposition of the image into a base layer and a detail layer .The base layer is obtained using an edge-preserving filter called the bilateral filter. We discuss the different characteristics between Gaussian filter and bilateral filter in filtering noise and edges. Then we present the technique of histogram projection based on the information of histogram. The proposed design is a combination of bilateral filter and histogram projection. And that is suitable for FPGA to map the 14-bit infrared image data to 8-bit values for display. This kind of technique has considered infrared image characteristic and vision characteristic of the human eye synthetically, and guarantees real-time character of image process, at the same time, also give consideration to the advantage of the FPGA design.
Keywords :
Gaussian processes; edge detection; field programmable gate arrays; filtering theory; image enhancement; infrared imaging; logic design; FPGA design; Gaussian filter; base layer; bilateral filter; detail preservation; dynamic range reduction; edge filtering; edge-preserving filter; hardware design; high-dynamic-range infrared image enhancement; histogram projection; infrared image characteristic; noise filtering; two-scale decomposition; vision characteristic; word length 14 bit; word length 8 bit; Image edge detection; Navigation; High-Dynamic-Range; bilateral filter; image enhancement;
Conference_Titel :
Computer Vision in Remote Sensing (CVRS), 2012 International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4673-1272-1
DOI :
10.1109/CVRS.2012.6421246