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Online learning and fusion of orientation appearance models for robust rigid object tracking (2013)
Conference Proceeding
Marras, I., Medina, J. A., Tzimiropoulos, G., Zafeiriou, S., & Pantic, M. (2013). Online learning and fusion of orientation appearance models for robust rigid object tracking. In 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG). https://doi.org/10.1109/FG.2013.6553798

We present a robust framework for learning and fusing different modalities for rigid object tracking. Our method fuses data obtained from a standard visual camera and dense depth maps obtained by low-cost consumer depths cameras such as the Kinect. T... Read More about Online learning and fusion of orientation appearance models for robust rigid object tracking.

A semi-automatic methodology for facial landmark annotation (2013)
Conference Proceeding
Sagonas, C., Tzimiropoulos, G., Zafeiriou, S., & Pantic, M. (2013). A semi-automatic methodology for facial landmark annotation.

Developing powerful deformable face models requires massive, annotated face databases on which techniques can be trained, validated and tested. Manual annotation of each facial image in terms of landmarks requires a trained expert and the workload is... Read More about A semi-automatic methodology for facial landmark annotation.