3 citations · 5 across the 5 of their papers we have counts for
4 papers · 1 filter
SCOUT+: Towards Practical Task-Driven Drivers' Gaze Prediction
Iuliia Kotseruba, John K. Tsotsos
Accurate prediction of drivers' gaze is an important component of vision-based driver monitoring and assistive systems. Of particular interest are safety-critical episodes, such as…
Data Limitations for Modeling Top-Down Effects on Drivers' Attention
Iuliia Kotseruba, John K. Tsotsos
Driving is a visuomotor task, i.e., there is a connection between what drivers see and what they do. While some models of drivers' gaze account for top-down effects of drivers' act…
Self-attention in Vision Transformers Performs Perceptual Grouping, Not Attention
Paria Mehrani, John K. Tsotsos
Recently, a considerable number of studies in computer vision involves deep neural architectures called vision transformers. Visual processing in these models incorporates computat…
Industry and Academic Research in Computer Vision
Iuliia Kotseruba, Manos Papagelis, John K. Tsotsos
This work aims to study the dynamic between research in the industry and academia in computer vision. The results are demonstrated on a set of top-5 vision conferences that are rep…