Learning to See in a Dynamic World

Project Information

SEED

Grant agreement ID: 648379

DOI

10.3030/648379

Project closed

EC signature date 24 September 2015

Start date 1 January 2016

End date 31 December 2021

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 999 412,00

EU contribution

€ 1 999 412,00

Coordinated by

LUNDS UNIVERSITET
Sweden

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (18)

AIFit: Automatic 3D Human-Interpretable Feedback Models for Fitness Training

Author(s): M. Fieraru, M. Zanfir, S.C. Pirlea, V. Olaru, C. Sminchisescu
Published in: IEEE Conference on Computer Vision and Pattern Recognition (CVPR),, 2021
Publisher: IEEE/CVF

Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction

Author(s): A. Pirinen, E. Gärtner, C. Sminchisescu
Published in: NeurIPS, 2019
Publisher: IEEE/CVF

TropEx: An algorithm for extracting linear terms in deep neural networks

Author(s): M. Trimmel, H. Petzka, C. Sminchisescu
Published in: Proceedings of the 9th International Conference on Learning Representations (ICLR), 2020
Publisher: IEEE/CVF

Learning Complex 3D Human Self-Contact

Author(s): M. Fieraru, M. Zanfir, E. Oneata, AI. Popa, V. Olaru, C. Sminchisescu
Published in: Thirty-Fifth AAAI Conference on Artificial Intelligence,, 2021
Publisher: IEEE/CVF

Three-Dimensional Reconstruction of Human Interactions

Author(s): M. Fieraru, M. Zanfir, E. Oneata, AI. Popa, V. Olaru, C. Sminchisescu
Published in: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Publisher: IEEE/CVF

Deep Reinforcement Learning of Region Proposal Networks for Object Detection

Author(s): A. Pirinen, C. Sminchisescu
Published in: IEEE International Conference on Computer Vision and Pattern Rewcognition, 2018
Publisher: IEEE/CVF

Human Appearance Transfer

Author(s): M. Zanfir, A.I. Popa, A. Zanfir, C. Sminchisescu
Published in: IEEE International Conference on Computer Vision and Pattern Recognition, 2018
Publisher: IEEE/CVF

Deep Learning of Graph Matching

Author(s): A. Zanfir, C. Sminchisescu
Published in: IEEE International Conference on Computer Vision and Pattern Recognition, 2018
Publisher: IEEE/CVF

Monocular 3D Pose and Shape Estimation of Multiple People in Natural Scenes - The Importance of Multiple Scene Constraints

Author(s): A. Zanfir, E. Marinoiu, C. Sminchisescu
Published in: IEEE International Conference on Computer Vision and Pattern Recognition, 2018
Publisher: IEEE/CVF

3D Human Sensing, Action and Emotion Recognition in Robot Assisted Therapy of Children With Autism

Author(s): E. Marinoiu, M. Zanfir, V. Olaru, C. Sminchisescu
Published in: IEEE International Conference on Computer Vision and Pattern Recognition, 2018
Publisher: IEEE/CVF

Semantic Video Segmentation by Gated Recurrent Flow Propagation

Author(s): D. Nilsson, C. Sminchisescu
Published in: IEEE International Conference on Computer Vision and Pattern Recognition, 2016
Publisher: Arxiv

Reinforcement Learning for Visual Object Detection

Author(s): S. Mathe, A. Pirinen, C. Sminchisescu.
Published in: IEEE International Conference on Computer Vision and Pattern Recognition, 2016
Publisher: IEEE/CVF

Large-Scale Data Driven Kernel Approximation

Author(s): C. Ionescu, A. Popa, C. Sminchisescu
Published in: Artificial Intelligence and Statistics, 2017
Publisher: Journal of Machine Learning Research

Deep Multitask Architecture for Integrated 2D and 3D Human Sensing

Author(s): A. Popa, M. Zanfir, C. Sminchisescu
Published in: IEEE International Conference on Computer Vision and Pattern Recognition, 2017
Publisher: IEEE/CVF

Deep Reinforcement Learning for Active Human Pose Estimation

Author(s): E. Gärtner, A. Pirinen, C. Sminchisescu
Published in: AAAI, 2020
Publisher: IEEE/CVF

Generating Scenarios with Diverse Pedestrian Behaviors for Autonomous Vehicle Testing

Author(s): M. Priisalu, A. Pirinen, C. Paduraru, C. Sminchisescu
Published in: Annual Conference on Robot Learning, 2021
Publisher: IEEE/CVF

Deep Network for the Integrated 3D Sensing of Multiple People in Natural Images

Author(s): A. Zanfir, E. Marinoiu, M. Zanfir, A.I. Popa, C. Sminchisescu
Published in: CVPR, 2018
Publisher: IEEE/CVF

Embodied Visual Active Learning for Semantic Segmentation

Author(s): D. Nilsson, A. Pirinen, E. Gärtner, C.Sminchisescu
Published in: Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Publisher: IEEE/CVF

Other (1)

Non-attracting regions of local minima in deep and wide neural networks

Author(s): H. Petzka and C. Sminchisescu
Published in: JMLR, 2021
Publisher: arxiv