A simulation platform of star identification algorithm based on ANN has been designed in order to test the performance of star identification system better.

On the process of star identification,the tradition al-gorithm is improved and a suitable alogrithm of pixel labeled in binary image for star image is presented.

Realizing Star Pattern Recognition of Star Sensor with the Neural Network Technology;

A method that applies the clustering function of SOFM (Self-Organizing Feature Maps) network is proposed for autonomous star pattern recognition.

An autonomous star pattern recognition method using the tri-star clustering function of SOFM (Self-Organizing Feature Maps) network is described.

Improved star map identification algorithm based on Hausdorff distance;

All-sky autonomous star map identification algorithm based on Delaunay triangulation cutting algorithm;

In order to improve the measuring-speed and precision of star sensor, cutting algorithm which is used far and wide currently in the field of physical geography is adopted first in the area of star map identification.

Research of Star Pattern Identification Method Base on CMOS Star Sensor;

A novel geometric structure-based autonomous star pattern identification algorithm is presented.

A star identification algorithm base on Log-Polar transform;

A star identification algorithm for un-calibrated star sensor cameras;