@inproceedings{1768c1d8c49e4b269f772d9860d4b060,
title = "A novel Bayesian classifier with smaller eigenvalues reset by threshold based on given database",
abstract = "A novel Bayesian classifier with smaller eigenvalues reset by threshold based on database is proposed in this paper. The threshold is used to substitute eigenvalues of scatter matrices which are smaller than the threshold to minimize the classification error rate with a given database, thus improving the performance of Bayesian classifier. Several experiments have shown its effectiveness. The error rates of both handwritten number recognition with MNIST database and Bengali handwritten digit recognition are small by using the proposed method. The steganalyszing JPEG images using this proposed classifier performs well.",
keywords = "Eigenvalues, Handwritten digit recognition, Improved Bayesian classifier, Steganalysis, Threshold",
author = "Guorong Xuan and Xiuming Zhu and Shi, {Yun Q.} and Peiqi Chai and Xia Cui and Jue Li",
year = "2007",
doi = "10.1007/978-3-540-74260-9_34",
language = "English (US)",
isbn = "9783540742586",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "375--386",
booktitle = "Image Analysis and Recognition - 4th International Conference, ICIAR 2007, Proceedings",
address = "Germany",
note = "4th International Conference on Image Analysis and Recognition, ICIAR 2007 ; Conference date: 22-08-2007 Through 24-08-2007",
}