Abstract
We propose the algorithm of CGH (Computer Generated Hologram)-SOM, in which SOM can organize the 3D information of objects on the map, using Fresnel hologram as memories of the units. The performance of CGH-SOM is also examined by experiments. Fresnel Hologram, which is conventionally implemented on photographic dry plates, can record the 3D information of an object, and can be used to recognize 3D objects. In the algorithm, we implemented Fresnel hologram as Computer Generated Hologram, which virtually simulates the photographic processing in the computer.
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Dozono, H., Tanaka, A., Nishijima, S., Tsukizi, H., Nakakuni, M. (2011). Mapping of the 3D Objects Using Computer Generated Hologram SOM. In: Laaksonen, J., Honkela, T. (eds) Advances in Self-Organizing Maps. WSOM 2011. Lecture Notes in Computer Science, vol 6731. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21566-7_35
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DOI: https://doi.org/10.1007/978-3-642-21566-7_35
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-21565-0
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