no code implementations • ICLR 2019 • Seong Joon Oh, Kevin P. Murphy, Jiyan Pan, Joseph Roth, Florian Schroff, Andrew C. Gallagher
Instance embeddings are an efficient and versatile image representation that facilitates applications like recognition, verification, retrieval, and clustering.
1 code implementation • 5 Jan 2019 • Joseph Roth, Sourish Chaudhuri, Ondrej Klejch, Radhika Marvin, Andrew Gallagher, Liat Kaver, Sharadh Ramaswamy, Arkadiusz Stopczynski, Cordelia Schmid, Zhonghua Xi, Caroline Pantofaru
The dataset contains temporally labeled face tracks in video, where each face instance is labeled as speaking or not, and whether the speech is audible.
Audio-Visual Active Speaker Detection speaker-diarization +2
1 code implementation • 30 Sep 2018 • Seong Joon Oh, Kevin Murphy, Jiyan Pan, Joseph Roth, Florian Schroff, Andrew Gallagher
Instance embeddings are an efficient and versatile image representation that facilitates applications like recognition, verification, retrieval, and clustering.
1 code implementation • 2 Aug 2018 • Sourish Chaudhuri, Joseph Roth, Daniel P. W. Ellis, Andrew Gallagher, Liat Kaver, Radhika Marvin, Caroline Pantofaru, Nathan Reale, Loretta Guarino Reid, Kevin Wilson, Zhonghua Xi
Speech activity detection (or endpointing) is an important processing step for applications such as speech recognition, language identification and speaker diarization.
Sound Audio and Speech Processing
no code implementations • ICCV 2017 • Yousef Atoum, Joseph Roth, Michael Bliss, Wende Zhang, Xiaoming Liu
This paper presents an automated monocular-camera-based computer vision system for autonomous self-backing-up a vehicle towards a trailer, by continuously estimating the 3D trailer coupler position and feeding it to the vehicle control system, until the alignment of the tow hitch with the trailers coupler.
no code implementations • CVPR 2016 • Joseph Roth, Yiying Tong, Xiaoming Liu
Given a collection of "in-the-wild" face images captured under a variety of unknown pose, expression, and illumination conditions, this paper presents a method for reconstructing a 3D face surface model of an individual along with albedo information.
no code implementations • CVPR 2015 • Joseph Roth, Yiying Tong, Xiaoming Liu
Second, by leveraging emerging face alignment techniques and our novel normal field-based Laplace editing, a combination of landmark constraints and photometric stereo-based normals drives our surface reconstruction.