Title :
Motion recognition with abstract interpretation and HMM
Author_Institution :
Dept. of Comput. Sci., TTU, Tallinn
Abstract :
This paper presents a hidden Markov model (HMM) based motion recognition approach using abstract interpretation. Firstly, explains the interpretation algorithm in detail. Then uses the hidden Markov model toolkit (HTK) for HMM manipulation and its comprehensive recognition facilities to do the actual job.
Keywords :
hidden Markov models; image motion analysis; image recognition; robot vision; HMM; abstract interpretation; hidden Markov model toolkit; motion recognition; robot vision; Cameras; Computer science; Extraterrestrial measurements; Hidden Markov models; Indexing; Position measurement; Robot kinematics; Robot vision systems; Sampling methods; Surges;
Conference_Titel :
Electronics Conference, 2008. BEC 2008. 11th International Biennial Baltic
Conference_Location :
Tallinn
Print_ISBN :
978-1-4244-2059-9
Electronic_ISBN :
1736-3705
DOI :
10.1109/BEC.2008.4657511