Identificador persistente para citar o vincular este elemento: http://hdl.handle.net/10553/52396
Título: Application of multichannel vision concepts and mechanisms in an artificial industrial vision system
Autores/as: Quesada-Arencibia, A. 
Rodríguez-Rodríguez, J. C. 
Moreno-Díaz, R. 
Clasificación UNESCO: 120304 Inteligencia artificial
Fecha de publicación: 2005
Publicación seriada: Lecture Notes in Computer Science 
Conferencia: 10th International Conference on Computer Aided Systems Theory 
10th International Conference on Computer Aided Systems Theory - EUROCAST 2005 
Resumen: The design of visual processing systems in very demanding industrial environments is a technical field in which bioinspiration has not been explored as a developing tool. The need of extremely quick, accurate and real time responses needed in industrial applications is not usually seen as compatible with the "messy", "slow" or "inaccurate" methods and algorithms inspired in the information processing mechanisms underlying neural activity in the visual pathway. We are trying, thus, to explore the practical possibilities of interaction among concepts from both worlds: the "real" vision system designed for a real time quality control of a production line, and the "inspiration" taken from multichannel biological vision. In previous papers [1,2] a biologically plausible parallel system for visual detection of form, movement, shape and size has been developed. The system, working off-line and skipping real time restrictions, was tested for a variety of situations, yielding very good results in estimating the mentioned visual characteristics of moving objects. Furthermore, a second parallel-computing version was designed introducing the concept of parallel channel processing, e.g., the discrimination of different visual characteristics by mean of multiprocessors and multithread computing. The architecture we present here, which includes certain concepts developed in the previously explained results [3,4], is intended to work in the production line of a beverage canning industry where cans with faulty imprinted use date and lot number have to be immediately discharged from the line.
URI: http://hdl.handle.net/10553/52396
ISBN: 978-3-540-29002-5
3540290028
ISSN: 0302-9743
DOI: 10.1007/11556985_63
Fuente: Moreno Díaz R., Pichler F., Quesada Arencibia A. (eds) Computer Aided Systems Theory – EUROCAST 2005. EUROCAST 2005. Lecture Notes in Computer Science, vol 3643. Springer, Berlin, Heidelberg
Colección:Actas de congresos
Vista completa

Visitas

61
actualizado el 22-oct-2022

Google ScholarTM

Verifica

Altmetric


Comparte



Exporta metadatos



Los elementos en ULPGC accedaCRIS están protegidos por derechos de autor con todos los derechos reservados, a menos que se indique lo contrario.