55 citations · 60 across the 6 of their papers we have counts for
7 papers
SNAP: A Benchmark for Testing the Effects of Capture Conditions on Fundamental Vision Tasks
Iuliia Kotseruba, John K. Tsotsos
Generalization of deep-learning-based (DL) computer vision algorithms to various image perturbations is hard to establish and remains an active area of research. The majority of pa…
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…
Understanding and Modeling the Effects of Task and Context on Drivers' Gaze Allocation
Iuliia Kotseruba, John K. Tsotsos
To further advance driver monitoring and assistance systems, it is important to understand how drivers allocate their attention, in other words, where do they tend to look and why.…
Behavioral Research and Practical Models of Drivers' Attention
Iuliia Kotseruba, John K. Tsotsos
Driving is a routine activity for many, but it is far from simple. Drivers deal with multiple concurrent tasks, such as keeping the vehicle in the lane, observing and anticipating…
On the Control of Attentional Processes in Vision
John K. Tsotsos, Omar Abid, Iuliia Kotseruba +1
The study of attentional processing in vision has a long and deep history. Recently, several papers have presented insightful perspectives into how the coordination of multiple att…
A Review of 40 Years of Cognitive Architecture Research: Core Cognitive Abilities and Practical Applications
Iuliia Kotseruba, John K. Tsotsos
In this paper we present a broad overview of the last 40 years of research on cognitive architectures. Although the number of existing architectures is nearing several hundred, mos…