BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction

no code implementations • 22 Dec 2023 • Honghao Fu, Zhiqi Shen, Jing Jih Chin, Hao Wang

This leads to substantial limitations in existing works of visual stimuli reconstruction from EEG, such as difficulties in aligning EEG embeddings with the fine-grained semantic information and a heavy reliance on additional large self-collected dataset for training.

EEG Image Reconstruction

SDR-GAIN: A High Real-Time Occluded Pedestrian Pose Completion Method for Autonomous Driving

no code implementations • 6 Jun 2023 • Honghao Fu, Libo Sun, Yilang Shen, Yiwen Wu

To mitigate the challenges arising from partial occlusion in human pose keypoint based pedestrian detection methods , we present a novel pedestrian pose keypoint completion method called the separation and dimensionality reduction-based generative adversarial imputation networks (SDR-GAIN) .

Autonomous Driving Dimensionality Reduction +2