Title :
Road image update using in-vehicle camera images and aerial image
Author :
Noda, Masafumi ; Takahashi, Tomokazu ; Deguchi, Daisuke ; Ide, Ichiro ; Murase, Hiroshi ; Kojima, Yoshiko ; Naito, Takashi
Author_Institution :
Nagoya Univ., Nagoya, Japan
Abstract :
Road image is becoming important for several applications such as car navigation systems, traffic environment research, city modeling. Usually, a road image can be obtained from an aerial image but the resolution of the aerial image is often low, or it contains occlusions by obstacles. Therefore, the update of road image is required. In this paper, we propose a road image mosaicing method using in-vehicle camera images and an aerial image. We first perform image registration of road regions between these images, and then, we generate a large road image by performing image mosaicing of road regions in invehicle camera images. In an experiment, we achieved resolution improvement and occlusions removal, and also succeeded in update of a large road image.
Keywords :
automated highways; hidden feature removal; image registration; image resolution; image segmentation; aerial image resolution; image registration; in-vehicle camera images; obstacles; occlusions; road image mosaicing method; road image update; road regions; Cameras; Image registration; Image resolution; Image sequences; Pixel; Roads; Vehicles;
Conference_Titel :
Intelligent Vehicles Symposium (IV), 2011 IEEE
Conference_Location :
Baden-Baden
Print_ISBN :
978-1-4577-0890-9
DOI :
10.1109/IVS.2011.5940470