Search Results for author: Yan Shi

Found 10 papers, 2 papers with code

Inter-domain Resource Collaboration in Satellite Networks: An Intelligent Scheduling Approach Towards Hybrid Missions

no code implementations15 Dec 2023 Chenxi Bao, Di Zhou, Min Sheng, Yan Shi, Jiandong Li

Breaking the barriers of independence of resources in each domain, and realizing the cross-domain transmission of missions to efficiently collaborate inter-domain resources is a promising solution.

Scheduling

Human-Machine Cooperative Multimodal Learning Method for Cross-subject Olfactory Preference Recognition

no code implementations24 Nov 2023 Xiuxin Xia, Yuchen Guo, Yanwei Wang, Yuchao Yang, Yan Shi, Hong Men

Secondly, a complementary multimodal data mining strategy is proposed to effectively mine the common features of multimodal data representing odor information and the individual features in olfactory EEG representing individual emotional information.

EEG Electroencephalogram (EEG)

Decoding Taste Information in Human Brain: A Temporal and Spatial Reconstruction Data Augmentation Method Coupled with Taste EEG

no code implementations1 Jul 2023 Xiuxin Xia, Yuchao Yang, Yan Shi, Wenbo Zheng, Hong Men

Secondly, to avoid insufficient training of the model due to the small number of taste EEG samples, a Temporal and Spatial Reconstruction Data Augmentation (TSRDA) method was proposed, which effectively augmented the taste EEG by reconstructing the taste EEG's important features in temporal and spatial dimensions.

Data Augmentation EEG +1

Color Segmentation on FPGA Using Minimum Distance Classifier for Automatic Road Sign Detection

no code implementations12 Dec 2022 Jingbo Zhao, Benny Thörnberg, Yan Shi, Ashkan Hashemi

Its primary application is demonstrated in color segmentation on FPGA in the form of efficient classification using color as a feature.

DoubleStar: Long-Range Attack Towards Depth Estimation based Obstacle Avoidance in Autonomous Systems

no code implementations7 Oct 2021 Ce Zhou, Qiben Yan, Yan Shi, Lichao Sun

By exploiting the weaknesses of the stereo matching in depth estimation algorithms and the lens flare effect in optical imaging, we propose DoubleStar, a long-range attack that injects fake obstacle depth by projecting pure light from two complementary light sources.

Depth Estimation Sensor Fusion +1

Attention-based Graph ResNet for Motor Intent Detection from Raw EEG signals

1 code implementation25 Jun 2020 Shuyue Jia, Yimin Hou, Yan Shi, Yang Li

In previous studies, decoding electroencephalography (EEG) signals has not considered the topological relationship of EEG electrodes.

EEG Electroencephalogram (EEG) +2

GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery Signals

1 code implementation16 Jun 2020 Yimin Hou, Shuyue Jia, Xiangmin Lun, Ziqian Hao, Yan Shi, Yang Li, Rui Zeng, Jinglei Lv

To conclude, the GCNs-Net filters EEG signals based on the functional topological relationship, which manages to decode relevant features for brain motor imagery.

Brain Computer Interface EEG +1

A Natural Language-Inspired Multi-label Video Streaming Traffic Classification Method Based on Deep Neural Networks

no code implementations4 Jun 2019 Yan Shi, Dezhi Feng, Subir Biswas

This paper presents a deep-learning based traffic classification method for identifying multiple streaming video sources at the same time within an encrypted tunnel.

Classification General Classification +2

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