Title :
Honeybees as an Intelligent based Approach for 3D Reconstruction
Author :
Olague, Gustavo ; Puente, Cesar
Author_Institution :
Departamento de Ciencias de la Comput., Centro de Investigation Cientifica y de Educ. Superior de Ensenada, Ensenada B.C.
Abstract :
This work is about the communication system used by honeybees with the idea of designing a new intelligent approach for 3D reconstruction. A new framework is proposed to allow the communication between 3D points in order to achieve an improved quasi-dense reconstruction. We have presented a novel bioinspired evolutionary algorithm based on the honeybee search behavior. The advantage of using the honeybee search algorithm is the robustness against outliers. Moreover, this work opens the avenue towards new intelligent reconstruction that we are planning to use as a sonar in a mobile robot
Keywords :
evolutionary computation; image reconstruction; search problems; solid modelling; 3D points communication; bioinspired evolutionary algorithm; honeybee communication system; honeybee search algorithm; honeybee search behavior; intelligent 3D reconstruction; quasidense reconstruction; Animals; Cognition; Computer vision; Insects; Layout; Pattern recognition; Recruitment; Search problems; Stereo vision; Water resources;
Conference_Titel :
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2521-0
DOI :
10.1109/ICPR.2006.632