Title :
Application of the discrete Haar wavelet transform to image fusion for nighttime driving
Author :
Herrington, William F. ; Horn, BerthoId K P ; Masaki, Lchiro
Author_Institution :
Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
Infrared images can often provide information missing in visible images in a night driving system, but infrared images lack key features needed to operate a vehicle. Image fusion techniques can be used to combine the relevant information from both the visible and infrared images. The need for high frame rates in an automotive application motivates the investigation into computationally simple methods of combining the visible and infrared images. In this paper we present a computationally simple image fusion technique based on the discrete Haar wavelet transform and apply the technique to combine three images from cameras operating in different wavelength bands.
Keywords :
Haar transforms; cameras; discrete wavelet transforms; driver information systems; image colour analysis; night vision; road vehicles; sensor fusion; automotive application; cameras; discrete Haar wavelet transform; image fusion; image processing; information fusion; infrared images; night driving display system; visible images; wavelength band; Cameras; Discrete transforms; Discrete wavelet transforms; Displays; Filters; Humans; Image fusion; Image sampling; Infrared imaging; Vehicles;
Conference_Titel :
Intelligent Vehicles Symposium, 2005. Proceedings. IEEE
Print_ISBN :
0-7803-8961-1
DOI :
10.1109/IVS.2005.1505114