Title :
Research of bird´s-eye panoramic view for vehicle parking
Author :
Xiong, Zhonglong ; Ying, Jie ; Zhang, Renjie
Author_Institution :
Univ. of Shanghai for Sci. & Technol., Shanghai, China
Abstract :
This paper proposed a method to integrate multiple images from a video captured by the camera sticked on the back of a vehicle. The integration can be performed in real time. The image integration consists of two steps: Perspective transform and stitching. First, do camera calibration to get the intrinsic parameters and extrinsic parameters with camera calibration and get the birds-eye view of each image. Then detect the line of each image using Hough Transform. After gained the line histogram, gets the rotation angle between two images using minimum cross-correlation of line histogram. Use minimum cross-correlation of binary images to get the transform pixel in horizontal direction and vertical direction. Do spatial transform for one image to gain the images´ coordinate in the same coordinate system. Add two images with different weight to get stitching image.
Keywords :
Hough transforms; cameras; computer vision; image segmentation; road vehicles; Hough transform; binary image; birds-eye panoramic view; camera calibration; image stitching; line histogram; multiple image integration; perspective transform; spatial transform; vehicle parking; Calibration; Cameras; Computer vision; Correlation; Histograms; Transforms; Vehicles; Camera correlation; Image Stitching; Machine Vision;
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
DOI :
10.1109/ICMT.2011.6003073