Method based on pictorial structures for 3D clinician pose estimation and detection.
New appearance model to use both color and depth images.
Novel deformation model to use more reliable 3D constraints.
Inference algorithm for exact and tractable inference.
Quantitative evaluation on a RGB-D dataset recorded during live surgeries.