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Giuseppe Boccignone

3 accepted papers

2025

Modeling Human Gaze Behavior with Diffusion Models for Unified Scanpath Prediction

ICCV 2025poster

Predicting human gaze scanpaths is crucial for understanding visual attention, with applications in human-computer interaction, autonomous systems, and cognitive robotics. While deep learning models have advanced scanpath prediction, most existing approaches generate averaged behaviors, failing to c…

2024

CliffPhys: Camera-based Respiratory Measurement using Clifford Neural Networks

ECCV 2024poster

"This paper presents CliffPhys, a family of models that leverage hypercomplex neural architectures for camera-based respiratory measurement. The proposed approach extracts respiratory motion from standard RGB cameras, relying on optical flow and monocular depth estimation to obtain a 2D vector field…

2024

Trends, Applications, and Challenges in Human Attention Modelling

IJCAI 2024poster

Human attention modelling has proven, in recent years, to be particularly useful not only for understanding the cognitive processes underlying visual exploration, but also for providing support to artificial intelligence models that aim to solve problems in various domains, including image and video…