Peixia Li

Qingdao Agricultural University — China

Computer Science · Physical Sciences

12h-index2.1kcitations22works2.02yr avg
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Research Topics

Video Surveillance and Tracking Methods(11), Advanced Neural Network Applications(7), Visual Attention and Saliency Detection(4), Fire Detection and Safety Systems(4), CCD and CMOS Imaging Sensors(3)

Publications21 total

Application of deep learning-based personalized learning path prediction and resource recommendation for inheriting scientist spirit in graduate education
Computer Science and Information Systems·2025· 2 citedOpen Access
Semi-Supervised Semantic Segmentation under Label Noise via Diverse Learning Groups
2023· 20 cited
Unsupervised Learning of Accurate Siamese Tracking
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 70 cited
Unsupervised Learning of Accurate Siamese Tracking
arXiv (Cornell University)·2022· 1 citedOpen Access
Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking
arXiv (Cornell University)·2022· 10 citedOpen Access
GLiT: Neural Architecture Search for Global and Local Image Transformer
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 88 cited
BN-NAS: Neural Architecture Search with Batch Normalization
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 32 cited
BN-NAS: Neural Architecture Search with Batch Normalization
arXiv (Cornell University)·2021· 1 citedOpen Access
PSViT: Better Vision Transformer via Token Pooling and Attention Sharing
arXiv (Cornell University)·2021· 20 citedOpen Access
GLiT: Neural Architecture Search for Global and Local Image Transformer
arXiv (Cornell University)·2021· 3 citedOpen Access
Real-Time Visual Object Tracking via Few-Shot Learning
arXiv (Cornell University)·2021· 3 citedOpen Access
Residual multi-task learning for facial landmark localization and expression recognition
Pattern Recognition·2021· 50 cited
Visual tracking by dynamic matching-classification network switching
Pattern Recognition·2020· 7 cited
GradNet: Gradient-Guided Network for Visual Object Tracking
2019· 325 cited
GradNet: Gradient-Guided Network for Visual Object Tracking
arXiv (Cornell University)·2019· 49 citedOpen Access
An Abdominal Imaging Method Combined Electrical with Ultrasound Tomography
2019
Multi attention module for visual tracking
Pattern Recognition·2018· 78 cited
Real-Time ‘Actor-Critic’ Tracking
Lecture notes in computer science·2018· 136 cited
Deep visual tracking: Review and experimental comparison
Pattern Recognition·2017· 538 cited
Application of MATLAB in teaching of deformation monitoring data processing
Cehui kexue·2016
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Frequent Co-authors

Boyu Chen(12), Wanli Ouyang(12), Huchuan Lu(7), Dong Wang(6), Junjie Yan(6), Chuming Li(5), Baopu Li(5), Lin Chen(5), Lei Bai(4), Ming Sun(4), Weihao Gan(4), Xiaoyun Yang(2), Jinyang Guo(2), Bo Li(2), Wei Wu(2), Lei Qiao(2), Qiuhong Shen(2), Wei Wu(2), Lijun Wang(1), Shuang Wang(1)