Jan 30, 2010 · The reason we use a SOM for inspections is that users can then know the similarity distribution of all data at a glance on the map, and ...

The reason we use a SOM for inspections is that users can then know the similarity distribution of all data at a glance on the map, and understand the mechanism ...

Abstract. The visual inspection task is generally difficult for a machine, and is carried out by examiners usually. The task is desired to be mechanized and ...

The reason we use a SOM for inspections is that users can then know the similarity distribution of all data at a glance on the map, and understand the mechanism ...

This paper presents a new technique for feature extraction based on the autocorrelation function and applies a self-organizing feature map (SOFM) to the ...

Based on the Self-Organizing Map (SOM) algorithm, development of effective solutions for visual analysis and retrieval in complex data is possible.

A self-organizing map (SOM) or self-organizing feature map (SOFM) is an unsupervised machine learning technique used to create a low-dimensional (typically two ...

Jul 15, 2022 · In this paper, we create a Self Organizing Maps (SOMs) based X-IDS system that is capable of producing explanatory visualizations. We leverage ...

Sep 15, 2024 · This work presents a novel method for on-line fault detection in non-linear systems using Self-Organizing Maps (SOM). SOM is a topology ...

A self-organizing feature map for automated visual inspection of textile products.