Abstract
The properties of the Radon transform are used to derive the transformation invariant to translation, rotation and scaling. The invariant transformation involves translation compensation, angle representation and 1-D Fourier transform. The new object recognition method is studied experimentally in two domains, mammogram labels recognition and face recognition. For mammogram labels, the recognition accuracy is 97
Keywords
Cite this article
@article{cai-1458,
author = {Tomasz Arodź},
title = {Invariant Object Recognition Using Radon-based Transform},
journal = {Computing and Informatics},
volume = {24},
number = {2},
pages = {183--199},
year = {2005},
issn = {1335-9150},
url = {https://cai.type.sk/content/2005/2/invariant-object-recognition-using-radon-based-transform/}
}
TY - JOUR AU - Tomasz Arodź TI - Invariant Object Recognition Using Radon-based Transform JO - Computing and Informatics VL - 24 IS - 2 SP - 183 EP - 199 PY - 2005 SN - 1335-9150 UR - https://cai.type.sk/content/2005/2/invariant-object-recognition-using-radon-based-transform/ KW - Invariant object recognition KW - radon transform KW - face recognition KW - mammography ER -
Arodź, T. (2005). Invariant Object Recognition Using Radon-based Transform. Computing and Informatics, 24(2), 183–199. https://cai.type.sk/content/2005/2/invariant-object-recognition-using-radon-based-transform/