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Juan Jose Zarate

4 accepted papers

2026

PokeFlex: A Real-World Dataset of Volumetric Deformable Objects for Robotics

ICRA 2026poster

Data-driven methods have shown great potential in solving challenging manipulation tasks; however, their application in the domain of deformable objects has been constrained, in part, by the lack of data. To address this lack, we propose PokeFlex, a dataset featuring real-world multimodal data that …

2024

4D-DRESS: A 4D Dataset of Real-World Human Clothing With Semantic Annotations

CVPR 2024highlight

The studies of human clothing for digital avatars have predominantly relied on synthetic datasets. While easy to collect synthetic data often fall short in realism and fail to capture authentic clothing dynamics. Addressing this gap we introduce 4D-DRESS the first real-world 4D dataset advancing hum…

2023

Hi4D: 4D Instance Segmentation of Close Human Interaction

CVPR 2023poster

We propose Hi4D, a method and dataset for the auto analysis of physically close human-human interaction under prolonged contact. Robustly disentangling several in-contact subjects is a challenging task due to occlusions and complex shapes. Hence, existing multi-view systems typically fuse 3D surface…

2023

X-Avatar: Expressive Human Avatars

CVPR 2023poster

We present X-Avatar, a novel avatar model that captures the full expressiveness of digital humans to bring about life-like experiences in telepresence, AR/VR and beyond. Our method models bodies, hands, facial expressions and appearance in a holistic fashion and can be learned from either full 3D sc…