Search Results for author: Aymen Mir

Found 4 papers, 3 papers with code

Generating Continual Human Motion in Diverse 3D Scenes

no code implementations4 Apr 2023 Aymen Mir, Xavier Puig, Angjoo Kanazawa, Gerard Pons-Moll

We decompose the continual motion synthesis problem into walking along paths and transitioning in and out of the actions specified by the keypoints, which enables long generation of motions that satisfy scene constraints without explicitly incorporating scene information.

Motion Synthesis Navigate

Human POSEitioning System (HPS): 3D Human Pose Estimation and Self-localization in Large Scenes from Body-Mounted Sensors

1 code implementation CVPR 2021 Vladimir Guzov, Aymen Mir, Torsten Sattler, Gerard Pons-Moll

We introduce (HPS) Human POSEitioning System, a method to recover the full 3D pose of a human registered with a 3D scan of the surrounding environment using wearable sensors.

3D Human Pose Estimation 3D Pose Estimation +1

Neural Unsigned Distance Fields for Implicit Function Learning

1 code implementation NeurIPS 2020 Julian Chibane, Aymen Mir, Gerard Pons-Moll

NDF represent surfaces at high resolutions as prior implicit models, but do not require closed surface data, and significantly broaden the class of representable shapes in the output.

Multi-target regression

Learning to Transfer Texture from Clothing Images to 3D Humans

1 code implementation CVPR 2020 Aymen Mir, Thiemo Alldieck, Gerard Pons-Moll

In this paper, we present a simple yet effective method to automatically transfer textures of clothing images (front and back) to 3D garments worn on top SMPL, in real time.

Image-to-Image Translation Translation +1

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