no code implementations • 29 Jun 2023 • Sharif Elcott, J. P. Lewis, Nori Kanazawa, Christoph Bregler
Alpha matting is widely used in video conferencing as well as in movies, television, and social media sites.
no code implementations • 30 Jul 2020 • Tyler Zhu, Per Karlsson, Christoph Bregler
Additionally, we present our model's 3D surface normal predictions on the MSCOCO dataset that lacks any real 3D surface normal labels.
no code implementations • 28 Sep 2014 • Arjun Jain, Jonathan Tompson, Yann Lecun, Christoph Bregler
In this work, we propose a novel and efficient method for articulated human pose estimation in videos using a convolutional network architecture, which incorporates both color and motion features.
1 code implementation • NeurIPS 2014 • Jonathan Tompson, Arjun Jain, Yann Lecun, Christoph Bregler
This paper proposes a new hybrid architecture that consists of a deep Convolutional Network and a Markov Random Field.
1 code implementation • 27 Dec 2013 • Arjun Jain, Jonathan Tompson, Mykhaylo Andriluka, Graham W. Taylor, Christoph Bregler
This paper introduces a new architecture for human pose estimation using a multi- layer convolutional network architecture and a modified learning technique that learns low-level features and higher-level weak spatial models.
no code implementations • NeurIPS 2010 • Graham W. Taylor, Rob Fergus, George Williams, Ian Spiro, Christoph Bregler
We apply our method to challenging real-world data and show that it can generalize beyond hand localization to infer a more general notion of body pose.