3DHU 2020

in conjunction with ICPR 2020, Milan, Italy, January 10-15 2021

CALL FOR PAPERS

The significant recent advancements in research fields such as robotics, autonomous driving, or human-machine interaction strongly renewed the interest in understanding the 3D world. In this context, interpreting the behavior of humans represents a crucial step towards the development of systems able to naturally blend into the real world.

Other than that, 3D data represents a richer source of information compared to 2D images or video sequences, and the development of new affordable and accurate 3D acquisition sensors is making the application of machine learning algorithms possible in real scenarios, further posing new challenges and practical issues.

The goal of this workshop is to bring together and unify research efforts in the field of 3D human understanding, spanning a variety of both theoretical and applicative topics. In the context of human analysis, there are several technical problems that are still open and that this workshop aims to address.

For more information, you can find the call for papers here.

TOPICS

We encourage submissions from all areas of 3D vision, focusing on the analysis of humans. More general contributions such as novel theories, frameworks, architectures and datasets are also welcome. Topics of interest include ( but are not limited to ):

3D face reconstruction from single or multiple views
Generative 3D face models
3D face and expression recognition
Face synthesis
Gaze estimation
3D keypoint detection
3D action recognition
3D human trajectory prediction
Crowd behavior analysis
Head and Body pose
Gestures recognition
3D face / body datasets
Geometric and non-euclidean deep learning
Deep learning for 3D modeling and recognition
New evaluation metrics
Point-cloud matching and dense semantic labeling
Applications for graphics or animation
Acquisition and analysis of 3D data

Workshop organized in conjunction with ICPR2020 The 25th International Conference on Pattern Recognition, Milan, Italy, January 10-15, 2021

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