Call for Papers

The workshop calls for submissions addressing, but not limited to, the following topics:

Long-Term Instance-Based Interaction Understanding

• Methods for discovering and tracking object instances over extended periods in streaming scenarios.

• Moving beyond short-range, static analyses to holistic, memory-driven AI models.

• Applications in cognitive assessment, smart retail, and personalized AI assistants.

Egocentric Vision for User-Centric Interaction Analysis

• Algorithms and systems utilizing wearable devices (e.g., smart glasses, AR headsets) to capture first-person perspectives.

• Automatic object discovery, interaction tracking, and formation of symbolic, high-level memories.

• Applications in personalized shopping experiences, human-aware AI, and immersive retail engagement.

Exocentric Vision and Contextual Human Behavior Analysis

• Approaches using fixed cameras and environmental sensors to understand group behaviors and environmental context.

• Retail analytics applications such as customer flow tracking, engagement heatmaps, and store layout optimization.

• Additional use cases in safety monitoring, workplace behavior analysis, and consumer interaction modeling.

Fusion of Egocentric and Exocentric Data

• Integration of first-person and third-person viewpoints for a comprehensive analysis of human-object interactions.

• Overcoming challenges such as occlusions, dynamic backgrounds, and real-world variability.

• AI-driven techniques to enhance behavioral analytics, retail intelligence, and smart environment adaptation.

Visual Object Tracking Across Wearable and Ambient Domains

• Advances in object tracking algorithms for operation across egocentric and exocentric perspectives.

• Memory-driven tracking methodologies supporting cognitive training, user behavior modeling, and AI-powered retail recommendations.

• Applications in personalized shopping, smart commerce, and interactive AI-driven environments.

Please see the Submissions and Dates page for details about the submissions.

Related Projects

This workshop brings together the communities of to the PRIN 2022 EXTRA-EYE and PRIN PNRR 2022 TEAM projects and serves as a forum for discussion and dissemination of the findings of such projects.

This event has been supported by the European Union - Next Generation EU, Mission 4 Component 1, through Project PRIN 2022 EXTRA-EYE, CUP D53D23008900001 (Università di Macerata), E53D23008280006 (Università di Catania), G53D23002920006 (Università di Udine), and Project PRIN 2022 PNRR TEAM, CUP G53D23006680001 (Università di Udine), E53D23016240001 (Università di Catania).