Publications and Results

Understanding Traffic Density from Large-Scale Web Camera Data

Shanghang Zhang, W. Guanhang , João Paulo Costeira, J. F. Moura
published on IEEE Conference on Computer Vision and Pattern Recognition, Proc. of CVPR 2017 Hawaii, USA, 2017

Download PDF

Fcn-rlstm: Deep spatio-temporal neural networks for vehicle counting in city cameras

ShanghangZhang, G. Wu , João Paulo Costeira, J. M. F. Moura
IEEE International Conference on Computer Vision, Proc. of ICCV 2017 ,Venice, Italy, 2017

Download PDF

Adversarial Multiple Source Domain Adaptation

H Zhao, S Zhang, G Wu, JP Costeira, JMF Moura, GJ Gordon
Neural Information Processing Systems 31 (NIPS) 2018

Download PDF|Paper & Supplem. Mat

The videos below show counting results in several NYC cameras but also the capability of our methods to count people.

People counting USC Dataset