A GBVS Based Object Recognition Algorithm
- https://doi.org/10.2991/lemcs-15.2015.78How to use a DOI?
- Component; Object recognition; GBVS; Tree matching; Edit distance; Region of interest
Object recognition has always been regarded as hot research area in image field; especially there are many research difficulties of recognition in multiple objects scene. This paper puts forward an object recognition algorithm based on hierarchical decomposition GBVS. Firstly, get saliency map of current scene according to GBVS algorithm, and acquire multi focused areas according to its multiple peak features. Then, obtain object and scene described by tree via hierarchical focusing process. Thereafter, utilize edit distance to evaluate similarities among tress so as to realize object recognition. Finally, use real scene to verify method feasibility.
- © 2015, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Faxu Wang AU - Xiaonian Wang AU - Zhuping Wang AU - Jin Zhu PY - 2015/07 DA - 2015/07 TI - A GBVS Based Object Recognition Algorithm BT - Proceedings of the International Conference on Logistics, Engineering, Management and Computer Science PB - Atlantis Press SP - 403 EP - 407 SN - 1951-6851 UR - https://doi.org/10.2991/lemcs-15.2015.78 DO - https://doi.org/10.2991/lemcs-15.2015.78 ID - Wang2015/07 ER -