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Zhigang Deng

3 accepted papers

2025

CT-ScanGaze: A Dataset and Baselines for 3D Volumetric Scanpath Modeling

ICCV 2025poster

Understanding radiologists' eye movement during Computed Tomography (CT) reading is crucial for developing effective interpretable computer-aided diagnosis systems. However, CT research in this area has been limited by the lack of publicly available eye-tracking datasets and the three-dimensional co…

2020

How Can I See My Future? FvTraj: Using First-person View for Pedestrian Trajectory Prediction

ECCV 2020poster

This work presents a novel First-person View based Trajectory predicting model (FvTraj) to estimate the future trajectories of pedestrians in a scene given their observed trajectories and the corresponding first-person view images. First, we render first-person view images using our in-house built F…

Cited by 27SourcePDFScholar
2019

Joint Prediction for Kinematic Trajectories in Vehicle-Pedestrian-Mixed Scenes

ICCV 2019poster

Trajectory prediction for objects is challenging and critical for various applications (e.g., autonomous driving, and anomaly detection). Most of the existing methods focus on homogeneous pedestrian trajectories prediction, where pedestrians are treated as particles without size. However, they fall…

Cited by 40PDFScholar