Title
Robust Video Stabilization Approach Based On A Voting Strategy
Abstract
Today many people in the world without any (or with little) knowledge about video recording, thanks to the widespread use of mobile devices (PDAs, mobile phones, etc.) take videos. However the unwanted movements of their hands typically blur and introduce disturbing jerkiness in the recorded sequences. A fundamental issue is the overall robustness with respect to different scene contents (indoor, outdoor, etc.) and conditions (illumination changes, moving objects, etc.). In this paper we propose an accurate and robust image alignment algorithm for video stabilization purposes based on a voting strategy. Experimental results confirm the effectiveness of the proposed approach.
Year
DOI
Venue
2011
10.1109/ICIP.2011.6116630
2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)
Keywords
Field
DocType
Video Stabilization, Voting, Image Alignment
Mobile computing,Histogram,Computer vision,Voting,Jerkiness,Computer science,Image stabilization,Robustness (computer science),Mobile device,Artificial intelligence,Motion estimation
Conference
ISSN
Citations 
PageRank 
1522-4880
3
0.49
References 
Authors
9
2
Name
Order
Citations
PageRank
Giovanni Puglisi138331.62
Sebastiano Battiato265978.73