Search Results for author: Sizhe An

Found 8 papers, 4 papers with code

SphereHead: Stable 3D Full-head Synthesis with Spherical Tri-plane Representation

no code implementations8 Apr 2024 Heyuan Li, Ce Chen, Tianhao Shi, Yuda Qiu, Sizhe An, GuanYing Chen, Xiaoguang Han

We further introduce a view-image consistency loss for the discriminator to emphasize the correspondence of the camera parameters and the images.

Face Generation

PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360$^{\circ}$

1 code implementation23 Mar 2023 Sizhe An, Hongyi Xu, Yichun Shi, Guoxian Song, Umit Ogras, Linjie Luo

We propose PanoHead, the first 3D-aware generative model that enables high-quality view-consistent image synthesis of full heads in $360^\circ$ with diverse appearance and detailed geometry using only in-the-wild unstructured images for training.

Image Generation Image Segmentation +1

PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360deg

1 code implementation CVPR 2023 Sizhe An, Hongyi Xu, Yichun Shi, Guoxian Song, Umit Y. Ogras, Linjie Luo

We propose PanoHead, the first 3D-aware generative model that enables high-quality view-consistent image synthesis of full heads in 360deg with diverse appearance and detailed geometry using only in-the-wild unstructured images for training.

Image Generation Image Segmentation +1

mRI: Multi-modal 3D Human Pose Estimation Dataset using mmWave, RGB-D, and Inertial Sensors

no code implementations15 Oct 2022 Sizhe An, Yin Li, Umit Ogras

To bridge the gap, we present mRI, a multi-modal 3D human pose estimation dataset with mmWave, RGB-D, and Inertial Sensors.

3D Human Pose Estimation Action Detection +1

Fast and Scalable Human Pose Estimation using mmWave Point Cloud

no code implementations29 Apr 2022 Sizhe An, Umit Y. Ogras

Millimeter-Wave (mmWave) radar can enable high-resolution human pose estimation with low cost and computational requirements.

Meta-Learning Pose Estimation

MGait: Model-Based Gait Analysis Using Wearable Bend and Inertial Sensors

1 code implementation23 Feb 2021 Sizhe An, Yigit Tuncel, Toygun Basaklar, Gokul Krishna Krishnakumar, Ganapati Bhat, Umit Ogras

Movement disorders, such as Parkinson's disease, affect more than 10 million people worldwide.

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