Memorizing Visual Knowledge for Assembly Process Monitoring

Bauckhage C, Fritsch J, Sagerer G (2001)
In: Pattern Recognition. Radig B, Florzcyk S (Eds); Lecture Notes in Computer Science, 2191. Berlin: Springer: 178-185.

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Editor
Radig, Bernd ; Florzcyk, Stefan
Abstract
Machine learning is a desirable property of computer vision systems. Especially in process monitoring knowledge of temporal context speeds up recognition. Moreover, memorizing earlier results allows to establish qualitative relations between the stages of a processes. In this contribution we present an architecture that learns different visual aspects of assemblies. It is organized hierarchically and stores prototypical data from different levels of image processing and object recognition. An example underlines that this memory facilitates assembly recognition and recognizes structural relations among complex objects.
Publishing Year
Conference
23rd DAGM Symposium
Location
Munich, Germany
Conference Date
2001-09-12 – 2001-09-14
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Bauckhage C, Fritsch J, Sagerer G. Memorizing Visual Knowledge for Assembly Process Monitoring. In: Radig B, Florzcyk S, eds. Pattern Recognition. Lecture Notes in Computer Science. Vol 2191. Berlin: Springer; 2001: 178-185.
Bauckhage, C., Fritsch, J., & Sagerer, G. (2001). Memorizing Visual Knowledge for Assembly Process Monitoring. In B. Radig & S. Florzcyk (Eds.), Lecture Notes in Computer Science: Vol. 2191. Pattern Recognition (pp. 178-185). Berlin: Springer.
Bauckhage, C., Fritsch, J., and Sagerer, G. (2001). “Memorizing Visual Knowledge for Assembly Process Monitoring” in Pattern Recognition, Radig, B., and Florzcyk, S. eds. Lecture Notes in Computer Science, vol. 2191, (Berlin: Springer), 178-185.
Bauckhage, C., Fritsch, J., & Sagerer, G., 2001. Memorizing Visual Knowledge for Assembly Process Monitoring. In B. Radig & S. Florzcyk, eds. Pattern Recognition. Lecture Notes in Computer Science. no.2191 Berlin: Springer, pp. 178-185.
C. Bauckhage, J. Fritsch, and G. Sagerer, “Memorizing Visual Knowledge for Assembly Process Monitoring”, Pattern Recognition, B. Radig and S. Florzcyk, eds., Lecture Notes in Computer Science, vol. 2191, Berlin: Springer, 2001, pp.178-185.
Bauckhage, C., Fritsch, J., Sagerer, G.: Memorizing Visual Knowledge for Assembly Process Monitoring. In: Radig, B. and Florzcyk, S. (eds.) Pattern Recognition. Lecture Notes in Computer Science. 2191, p. 178-185. Springer, Berlin (2001).
Bauckhage, Christian, Fritsch, Jannik, and Sagerer, Gerhard. “Memorizing Visual Knowledge for Assembly Process Monitoring”. Pattern Recognition. Ed. Bernd Radig and Stefan Florzcyk. Berlin: Springer, 2001.Vol. 2191. Lecture Notes in Computer Science. 178-185.
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