Title :
Performance evaluation of a geometric correction method for multi-projector display using SIFT and Phase-Only Correlation
Author :
Takahashi, Toru ; Kawano, Tatsuya ; Ito, Koichi ; Aoki, Takafumi ; Kondo, Satoshi
Author_Institution :
Grad. Sch. of Inf. Sci., Tohoku Univ., Sendai, Japan
Abstract :
This paper proposes a high-accuracy image correction method using SIFT (Scale-Invariant Feature Transform) and POC (Phase-Only Correlation) for multi-projector display. The accurate correspondence between the projector and camera images is required to achieve seamless imagery in a multi-projector display. The conventional methods need to project and take special light patterns on a screen many times to obtain the correspondence. On the other hand, the proposed method needs to take only one snapshot of ordinary images so as to realize real-time geometric correction of projector images. Through a set of experiments, we demonstrate that the proposed method is effective for practical use of multi-projector display compared with the conventional methods.
Keywords :
cameras; computational geometry; correlation methods; image processing; large screen displays; optical projectors; performance evaluation; transforms; POC; SIFT; camera images; geometric correction method; high-accuracy image correction method; multiprojector display; ordinary images; performance evaluation; phase-only correlation; projector images; real-time geometric correction; scale-invariant feature transform; seamless imagery; Cameras; Correlation; Image matching; Image processing; Pixel; Real time systems; Transforms; Image matching; Image processing; Large-screen displays; Projector-camera systems;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5651839