Safety-Compliant Generative Adversarial Networks for Human Trajectory Forecasting
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3233906
Abstract: Human trajectory forecasting in crowds presents the challenges of modelling social interactions and outputting collision-free multimodal distribution. Following the success of Social Generative Adversarial Networks (SGAN), recent works propose various GAN-based designs to better model… read more here.
Keywords: adversarial networks; human trajectory; trajectory forecasting; generative adversarial ... See more keywords
Multi-Camera Trajectory Forecasting with Trajectory Tensors
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2021.3107958
Abstract: We introduce the problem of multi-camera trajectory forecasting (MCTF), which involves predicting the trajectory of a moving object across a network of cameras. While multi-camera setups are widespread for applications such as surveillance and traffic… read more here.
Keywords: multi camera; trajectory tensors; camera trajectory; trajectory ... See more keywords