𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Shape recognition using the Kohonen self-organising feature map

✍ Scribed by Sarbjit S. Sarkaria; Alan J. Harget; Ela Claridge

Publisher
Elsevier Science
Year
1992
Tongue
English
Weight
528 KB
Volume
13
Category
Article
ISSN
0167-8655

No coin nor oath required. For personal study only.

πŸ“œ SIMILAR VOLUMES

Color reduction using local features and
Color reduction using local features and a kohonen self-organized feature map neural network
✍ Nikos Papamarkos πŸ“‚ Article πŸ“… 1999 πŸ› John Wiley and Sons 🌐 English βš– 519 KB

This paper proposes a new method for reducing the number of colors in an image. The proposed approach uses both the image color components and local image characteristics to feed a Kohonen self-organized feature map (SOFM) neural network. After training, the neurons of the output competition layer d

On the use of a self organising map as f
On the use of a self organising map as feature compressor in the building of calibration models: Application to FTIR-spectrophotometry
✍ Eduard Llobet; Mohamed Anaimi; Alba PruΓ±onosa; Eloi Gras πŸ“‚ Article πŸ“… 2011 πŸ› Elsevier Science 🌐 English βš– 628 KB

Considerable attention has been given to strategies for variable selection in spectroscopic analysis. Here we introduce a different approach, the self organising map as a feature compressor, which also helps reducing the dimensionality of the problem. The method is straightforward and does not need