Title :
Metric plane rectification using symmetric vanishing points
Author :
Lefler, M. ; Hel-Or, Hagit ; Hel-Or, Yacov
Author_Institution :
Dept. of CS, Univ. of Haifa, Haifa, Israel
Abstract :
Video analysis often requires mapping of activity or object locations from image coordinates to ground plane coordinates. This process is termed Plane Rectification. In this paper we propose a geometric method to find plane rectification using the plane´s vanishing line and the vertical vanishing point. Unlike common methods that provide sophisticated algebraic solutions and non-linear optimizations, the proposed approach is intuitive and simple to implement while providing a geometric explanation and interpretation of the plane rectification. We show that the proposed approach provides stable and accurate solutions also in the presence of noise.
Keywords :
image sequences; noise; video signal processing; activity mapping; geometric explanation; geometric method; ground plane coordinates; image coordinates; metric plane rectification; noise; object location mapping; plane vanishing line; symmetric vanishing points; vertical vanishing point; video analysis; video sequences; Cameras; Legged locomotion; Measurement; Symmetric matrices; Three-dimensional displays; Transmission line matrix methods; Video sequences; Plane Rectification; people tracking; symmetric vanishing points; video sequences;
Conference_Titel :
Image Processing (ICIP), 2013 20th IEEE International Conference on
Conference_Location :
Melbourne, VIC
DOI :
10.1109/ICIP.2013.6738062