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SBRN
2006
IEEE

Evolutionary Algorithm for 3D Object Reconstruction from Images

14 years 5 months ago
Evolutionary Algorithm for 3D Object Reconstruction from Images
This work presents an evolutionary algorithm to reconstruct 3D objects based on images of them. In the proposed evolutionary algorithm, we describe a way to evolve 3D initial models to a target object by means of comparisons between images generated from the models and images of target object, in which the acquisition position is known. The proposed a modification in the standard evolutionary strategy algorithm that produced better and faster results in the class of problems at hand (i.e. when many genes must evolve mainly to a direction in the search space). Satisfactory results were achieved reconstructing simple 3D objects, such as an ellipsoid object and a pear from a sphere. Although performance decrease for more detailed objects such as a face, the proposed solution still converges.
Renata L. M. E. do Rego, Hansenclever de F. Bassan
Added 12 Jun 2010
Updated 12 Jun 2010
Type Conference
Year 2006
Where SBRN
Authors Renata L. M. E. do Rego, Hansenclever de F. Bassani, Aluizio F. R. Araújo, Fernando Buarque de Lima Neto
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