RED: Reinforced Encoder-Decoder Networks for Action Anticipation [PDF]
British Machine Vision Conference, 2017 Action anticipation aims to detect an action before it happens. Many real world applications in robotics and surveillance are related to this predictive capability.
Gao, Jiyang +2 more
core +2 more sources
Association between changes in heart rate variability during the anticipation of a stressful situation and the stress-induced cortisol response [PDF]
Psychoneuroendocrinology, 2018 Vagal activity - reflecting the activation of stress regulatory mechanisms and prefrontal cortex activation - is thought to play an inhibitory role in the regulation of the hypothalamus-pituitary-adrenal axis.
De Raedt, Rudi +2 more
core +2 more sources
Vision-Based Traffic Accident Detection and Anticipation: A Survey [PDF]
IEEE transactions on circuits and systems for video technology (Print), 2023 Traffic accident detection and anticipation is an obstinate road safety problem and painstaking efforts have been devoted. With the rapid growth of video data, Vision-based Traffic Accident Detection and Anticipation (named Vision-TAD and Vision-TAA ...
Jianwu Fang +3 more
semanticscholar +1 more source
Future Transformer for Long-term Action Anticipation [PDF]
Computer Vision and Pattern Recognition, 2022 The task of predicting future actions from a video is crucial for a real-world agent interacting with others. When anticipating actions in the distant future, we humans typically consider long-term relations over the whole sequence of actions, i.e., not ...
Dayoung Gong +4 more
semanticscholar +1 more source
Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation [PDF]
IEEE Workshop/Winter Conference on Applications of Computer Vision, 2022 Although human action anticipation is a task which is inherently multi-modal, state-of-the-art methods on well known action anticipation datasets leverage this data by applying ensemble methods and averaging scores of uni-modal anticipation networks.
Zeyun Zhong +4 more
semanticscholar +1 more source
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning [PDF]
ACM Multimedia, 2020 Traffic accident anticipation aims to predict accidents from dashcam videos as early as possible, which is critical to safety-guaranteed self-driving systems.
Wentao Bao, Qi Yu, Yu Kong
semanticscholar +1 more source
Adapting supply chain operations in anticipation of and during the COVID-19 pandemic
Omega, 2022 This article investigates the impacts of the COVID-19 pandemic and their proactive mediation by adaptive operational decisions in different network design structures in anticipation of and during the pandemic.
Maxim Rozhkov +3 more
semanticscholar +1 more source
Self-Regulated Learning for Egocentric Video Activity Anticipation [PDF]
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 Future activity anticipation is a challenging problem in egocentric vision. As a standard future activity anticipation paradigm, recursive sequence prediction suffers from the accumulation of errors.
Zhaobo Qi +5 more
semanticscholar +1 more source
A neural signature for the subjective experience of threat anticipation under uncertainty
bioRxiv, 2023 Uncertainty about potential future threats and the associated anxious anticipation represents a key feature of anxiety. However, the neural systems that underlie the subjective experience of threat anticipation under uncertainty remain unclear. Combining
Xiqin Liu +10 more
semanticscholar +1 more source
DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation [PDF]
IEEE International Conference on Computer Vision, 2021 Traffic accident anticipation aims to accurately and promptly predict the occurrence of a future accident from dashcam videos, which is vital for a safety-guaranteed self-driving system.
Wentao Bao, Qi Yu, Yu Kong
semanticscholar +1 more source