Iuliia Kotseruba

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

SCOUT+: Towards Practical Task-Driven Drivers' Gaze Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Data Limitations for Modeling Top-Down Effects on Drivers' Attention.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Understanding and Modeling the Effects of Task and Context on Drivers' Gaze Allocation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

2023

Intend-Wait-Perceive-Cross: Exploring the Effects of Perceptual Limitations on Pedestrian Decision-Making.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

PedFormer: Pedestrian Behavior Prediction via Cross-Modal Attention Modulation and Gated Multitask Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022

Attention for Vision-Based Assistive and Automated Driving: A Review of Algorithms and Datasets.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

NeurIPS 2022 Competition: Driving SMARTS.

[BibT_eX]

[DOI]

CoRR, 2022

Intend-Wait-Cross: Towards Modeling Realistic Pedestrian Crossing Behavior.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

2021

Industry and Academic Research in Computer Vision.

[BibT_eX]

[DOI]

Manos Papagelis

CoRR, 2021

Behavioral Research and Practical Models of Drivers' Attention.

[BibT_eX]

[DOI]

CoRR, 2021

On the Control of Attentional Processes in Vision.

[BibT_eX]

[DOI]

CoRR, 2021

Benchmark for Evaluating Pedestrian Action Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Driving SMARTS Competition at NeurIPS 2022: Insights and Outcome.

[BibT_eX]

[DOI]

Proceedings of the NeurIPS 2022 Competition Track, 2021

2020

40 years of cognitive architectures: core cognitive abilities and practical applications.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2020

Do They Want to Cross? Understanding Pedestrian Intention for Behavior Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

2019

A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision.

[BibT_eX]

[DOI]

Alexander Andreopoulos

Yulong Wu

CoRR, 2019

Early Salient Region Selection Does Not Drive Rapid Visual Categorization.

[BibT_eX]

[DOI]

Calden Wloka

CoRR, 2019

Why Does Data-Driven Beat Theory-Driven Computer Vision?

[BibT_eX]

[DOI]

Alexander Andreopoulos

Yulong Wu

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs.

[BibT_eX]

[DOI]

Proceedings of the 30th British Machine Vision Conference 2019, 2019

Do Saliency Models Detect Odd-One-Out Targets? New Datasets and Evaluations.

[BibT_eX]

[DOI]

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Understanding Pedestrian Behavior in Complex Traffic Scenes.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Veh., 2018

SMILER: Saliency Model Implementation Library for Experimental Research.

[BibT_eX]

[DOI]

CoRR, 2018

Visual Attention and its Intimate Links to Spatial Cognition.

[BibT_eX]

[DOI]

CoRR, 2018

Towards Social Autonomous Vehicles: Understanding Pedestrian-Driver Interactions.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

It's Not All About Size: On the Role of Data Properties in Pedestrian Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Active Fixation Control to Predict Saccade Sequences.

[BibT_eX]

[DOI]

Calden Wloka

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Saccade Sequence Prediction: Beyond Static Saliency Maps.

[BibT_eX]

[DOI]

Calden Wloka

CoRR, 2017

STAR-RT: Visual attention for real-time video game playing.

[BibT_eX]

[DOI]

CoRR, 2017

Agreeing to cross: How drivers and pedestrians communicate.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Are They Going to Cross? A Benchmark Dataset and Baseline for Pedestrian Crosswalk Behavior.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

Joint Attention in Autonomous Driving (JAAD).

[BibT_eX]

[DOI]

CoRR, 2016

A Review of 40 Years of Cognitive Architecture Research: Focus on Perception, Attention, Learning and Applications.

[BibT_eX]

[DOI]

Oscar J. Avella Gonzalez