TY  - CONF
AU  - Antonio Hernandez
AU  - Carlos Primo
AU  - Sergio Escalera
A2  - HICV
PY  - 2011//
TI  - Automatic user interaction correction via Multi-label Graph cuts
BT  - In ICCV 2011 1st IEEE International Workshop on Human Interaction in Computer Vision HICV
SP  - 1276
EP  - 1281
N2  - Most applications in image segmentation requires from user interaction in order to achieve accurate results. However, user wants to achieve the desired segmentation accuracy reducing effort of manual labelling. In this work, we extend standard multi-label α-expansion Graph Cut algorithm so that it analyzes the interaction of the user in order to modify the object model and improve final segmentation of objects. The approach is inspired in the fact that fast user interactions may introduce some pixel errors confusing object and background. Our results with different degrees of user interaction and input errors show high performance of the proposed approach on a multi-label human limb segmentation problem compared with classical α-expansion algorithm.
SN  - 978-1-4673-0062-9
UR  - http://dx.doi.org/10.1109/ICCVW.2011.6130398
N1  - MILAB; HuPBA
ID  - Antonio Hernandez2011
ER  -