TY - GEN
T1 - DeWAFF
T2 - 4th International Work Conference on Bio-Inspired Intelligence, IWOBI 2015
AU - Calderon, S.
AU - Saenz, A.
AU - Mora, R.
AU - Siles, F.
AU - Orozco, I.
AU - Buemi, M. E.
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/7/15
Y1 - 2015/7/15
N2 - This paper presents a new image abstraction approach, aiming to improve typical image related pattern recognition tasks such as segmentation, tracking, and classification. The proposed image abstraction framework performs image denoising and homogeneous region simplification, along with border and region enhancement. The proposed framework consists in a novel generalized approach of common weighted averaging denoising algorithms mixed with Unsharp Masking (USM) border enhancement techniques, to avoid typical USM artifacts as ringing. Results of the different configurations within the image abstraction framework for a cell tracking application are presented.
AB - This paper presents a new image abstraction approach, aiming to improve typical image related pattern recognition tasks such as segmentation, tracking, and classification. The proposed image abstraction framework performs image denoising and homogeneous region simplification, along with border and region enhancement. The proposed framework consists in a novel generalized approach of common weighted averaging denoising algorithms mixed with Unsharp Masking (USM) border enhancement techniques, to avoid typical USM artifacts as ringing. Results of the different configurations within the image abstraction framework for a cell tracking application are presented.
UR - https://www.scopus.com/pages/publications/84943157190
U2 - 10.1109/IWOBI.2015.7160148
DO - 10.1109/IWOBI.2015.7160148
M3 - Contribución a la conferencia
AN - SCOPUS:84943157190
T3 - IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings
SP - 81
EP - 88
BT - IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence
A2 - Lopez de Ipina, Karmele
A2 - Travieso-Gonzalez, Carlos Manuel
A2 - Alonso-Hernandez, Jesus B.
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 9 June 2015 through 12 June 2015
ER -