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

no code implementations • NeurIPS 2018 • Andrei Zanfir, Elisabeta Marinoiu, Mihai Zanfir, Alin-Ionut Popa, Cristian Sminchisescu

The final stage of 3d pose and shape prediction is based on a learned attention process where information from different human body parts is optimally integrated.

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

no code implementations • CVPR 2018 • Andrei Zanfir, Elisabeta Marinoiu, Cristian Sminchisescu

Human sensing has greatly benefited from recent advances in deep learning, parametric human modeling, and large scale 2d and 3d datasets.

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

no code implementations • CVPR 2018 • Elisabeta Marinoiu, Mihai Zanfir, Vlad Olaru, Cristian Sminchisescu

We introduce new, fine-grained action and emotion recognition tasks defined on non-staged videos, recorded during robot-assisted therapy sessions of children with autism.

Emotion Recognition

Spatio-Temporal Attention Models for Grounded Video Captioning

no code implementations • 17 Oct 2016 • Mihai Zanfir, Elisabeta Marinoiu, Cristian Sminchisescu

Automatic video captioning is challenging due to the complex interactions in dynamic real scenes.

Image Classification Temporal Localization +1