Title :
Handling occlusion with an inexpensive array of cameras
Author :
Fehrman, Brian ; McGough, Jeff
Author_Institution :
Dept. of Math. & Comput. Sci., South Dakota Sch. of Mines & Technol., Rapid City, SD, USA
Abstract :
The topic of computer vision is of interest due to its ability to provide a great deal of information about the physical world. One problem that plagues many vision applications is that of occlusion. Occlusion is the situation where the view of an object is being blocked by one or more other objects. In this work, a multi-view approach was taken to solve the problem. The tool used was a low-cost array of cameras that was designed and built in house. Results of the project are reviewed and it is shown that the algorithm used has the potential to recover many details that would otherwise be lost due to occlusion.
Keywords :
cameras; computer vision; cameras; computer vision; multiview approach; occlusion handling; Arrays; Cameras; Computer vision; Robustness; Signal processing algorithms; Software; Universal Serial Bus; camera array; low cost; occlusion;
Conference_Titel :
Image Analysis and Interpretation (SSIAI), 2014 IEEE Southwest Symposium on
Conference_Location :
San Diego, CA
DOI :
10.1109/SSIAI.2014.6806040