Brain3D: Generating 3D Objects from fMRI

Project page | Paper

Brain3D: Generating 3D Objects from fMRI,
Yuankun Yang, Li Zhang (Corresponding Author), Ziyang Xie, Zhiyuan Yuan, Jianfeng Feng, Xiatian Zhu, Yu-Gang Jiang

This repository is the official implementation of "Brain3D: Generating 3D Objects from fMRI". Our code will come before publication.

🛠️ Pipeline

🎥 Results

Brain3D extracts rich appearance, semantic and geometric information, presenting a high degree of consistency with the stimuli images.

🎥 Analysis

Enhanced quality through collaboration between left and right hemispheres Dominance of V1 visual regions in feature and silhouette processing

🎥 Diagnosis

Brain3D can diagnose regions with disorder

Reference

@article{zhang2024neural,
  title={Brain3D: Generating 3D Objects from fMRI},
  author={Yang, Yuankun and Zhang, Li and Xie, Ziyang and Yuan, Zhiyuan and Feng, Jianfeng and Zhu, Xiatian and Jiang, Yu-Gang},
  journal={arXiv preprint arXiv:2405.15239},
  year={2024}
}