Abstract:
This project is to investigate the techniques for fingerprint recognition. This target can be mainly decomposed into image preprocessing. Feature extraction and feature match. For each sub-task, some classical and up-to-date methods in literatures are analyzed. Based on the analysis, an integrated solution for fingerprint recognition is developed for demonstration.
The demonstration program is coded by MATLAB. For the program, some optimization at coding level and algorithm level are proposed to improve the performance of our fingerprint recognition system. These performance enhancements are shown by experiments conducted upon a variety of fingerprint images. Also, the experiments illustrate the key issues of fingerprint recognition that are consistent with what the available literatures say.
