Fan Liu

Most-cited papers

A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects
Zewen Li, Fan Liu, Wenjie Yang, Shou-Heng Peng +1 more
2020IEEE Transactions on Neural Networks and Learning Systems4,557 citations Open access
Semantic Scholar
A Synergistical Attention Model for Semantic Segmentation of Remote Sensing Images
Xin Li, Feng Xu, Fan Liu, Xin Lyu +3 more
2023IEEE Transactions on Geoscience and Remote Sensing144 citations Open access
Semantic Scholar
L1-Norm Distance Linear Discriminant Analysis Based on an Effective Iterative Algorithm
Qiaolin Ye, Jian Yang, Fan Liu, Chun-Xia Zhao +2 more
2018IEEE transactions on circuits and systems for video technology (Print)124 citations
Semantic Scholar
A Flood Forecasting Model Based on Deep Learning Algorithm via Integrating Stacked Autoencoders with BP Neural Network
Fan Liu, Feng Xu, Sai Yang
2017IEEE International Conference on Multimedia Big Data84 citations
Semantic Scholar
Robust discriminant feature selection via joint L2, 1-norm distance minimization and maximization
Zhangjing Yang, Qiaolin Ye, Qiao Chen, Xu Ma +4 more
2020Knowledge-Based Systems28 citations
Semantic Scholar
Few-shot classification guided by generalization error bound
Fan Liu, Sai Yang, Delong Chen, Huaxi Huang +1 more
2023Pattern Recognition24 citations Open access
Semantic Scholar
Significant Wave Height Prediction based on Wavelet Graph Neural Network
De-Long Chen, Fan Liu, Zhe-Qi Zhang, Xiaomin Lu +1 more
20212021 IEEE 4th International Conference on Big Data and Artificial Intelligence (BDAI)24 citations Open access
Semantic Scholar
Feature hallucination via Maximum A Posteriori for few-shot learning
Jiaying Wu, Ning Dong, Fan Liu, Sai Yang +1 more
2021Knowledge-Based Systems23 citations Open access
Semantic Scholar
A Water Level Prediction Model Based on ARIMA-RNN
Guoyan Xu, Yi Cheng, Fan Liu, Ping Ping +1 more
2019International Conference on Big Data Computing Service and Applications23 citations
Semantic Scholar
Age-Invariant Adversarial Feature Learning for Kinship Verification
Fan Liu, Zewen Li, Wenjie Yang, Feng Xu
2022Mathematics22 citations Open access
Semantic Scholar
Self-Supervised Music Motion Synchronization Learning for Music-Driven Conducting Motion Generation
Fan Liu, Delong Chen, Rui-Zhi Zhou, Sai Yang +1 more
2022Journal of Computational Science and Technology20 citations
Semantic Scholar
Hybridizing Euclidean and Hyperbolic Similarities for Attentively Refining Representations in Semantic Segmentation of Remote Sensing Images
Xin Li, Feng Xu, Fan Liu, Run-Liang Xia +4 more
2022IEEE Geoscience and Remote Sensing Letters20 citations Open access
Semantic Scholar
A Review of Driver Fatigue Detection: Progress and Prospect
Fan Liu, Xueyi Li, Tanyue Lv, Feng Xu
2019IEEE International Conference on Consumer Electronics20 citations
Semantic Scholar
Multi-view generalized support vector machine via mining the inherent relationship between views with applications to face and fire smoke recognition
Yawen Cheng, Li-Yong Fu, P. Luo, Qiaolin Ye +2 more
2020Knowledge-Based Systems17 citations
Semantic Scholar
A Review of Automated Diagnosis of COVID-19 Based on Scanning Images
De-Long Chen, Shun-Hui Ji, Fan Liu, Zewen Li +1 more
2020International Conference on Robotics and Artificial Intelligence12 citations Open access
Semantic Scholar
Few-shot Classification via Ensemble Learning with Multi-Order Statistics
Sai Yang, Fan Liu, Delong Chen, Jun Zhou
2023International Joint Conference on Artificial Intelligence11 citations Open access
Semantic Scholar
Learning Low-Rank Regularized Generic Representation With Block-Sparse Structure for Single Sample Face Recognition
Fan Liu, Yuhua Ding, Feng Xu, Qiaolin Ye
2019IEEE Access11 citations Open access
Semantic Scholar
Pavement Crack Detection Using Attention U-Net with Multiple Sources
Junfeng Wang, Fan Liu, Wenjie Yang, Guoyan Xu +1 more
2020Chinese Conference on Pattern Recognition and Computer Vision10 citations
Semantic Scholar
Comparative Analysis on Classical Meta-Metric Models for Few-Shot Learning
Sai Yang, Fan Liu, Ning Dong, Jiaying Wu
2020IEEE Access10 citations Open access
Semantic Scholar
Single sample face recognition via BoF using multistage KNN collaborative coding
Fan Liu, Sai Yang, Yuhua Ding, Feng Xu
2019Multimedia tools and applications10 citations Open access
Semantic Scholar
A Review of Automatically Diagnosing COVID-19 based on Scanning Image
Delong Chen, Fan Liu, Zewen Li
2020arXiv.org6 citations
Semantic Scholar
SOM-based binary coding for single sample face recognition
Fan Liu, Fei Wang, Yuhua Ding, Sai Yang
2021Journal of Ambient Intelligence and Humanized Computing5 citations
Semantic Scholar
Patch Based Semi-supervsied Linear Regression for Single Sample Face Recognition
Fan Liu, Yuhua Ding, Sai Yang, Feng Xu
2017IEEE International Conference on Multimedia Big Data5 citations
Semantic Scholar
Asymmetric exponential loss function for crack segmentation
Fan Liu, Junfeng Wang, De-Long Chen, Chun-Mei Shen +1 more
2022Multimedia Systems4 citations
Semantic Scholar
Cycle-autoencoder based block-sparse joint representation for single sample face recognition
Fan Liu, Fei Wang, Yu Wang, Jun Zhou +1 more
2022Computers & electrical engineering4 citations Open access
Semantic Scholar
A face attribute based recommendation system via integrating denoising autoencoder and hash coding
Fan Liu, Zhi-Yu Chen, Yuhua Ding, Sai Yang +1 more
2021Computers & electrical engineering4 citations
Semantic Scholar
A Text-Based CAPTCHA Cracking System with Generative Adversarial Networks
Fan Liu, Zewen Li, Xueyi Li, Tanyue Lv
2018IEEE International Symposium on Multimedia4 citations
Semantic Scholar
Nonnegative matrix factorization with endmember sparse graph learning for hyperspectral unmixing
Bin Qian, J. Zhou, Lei Tong, Xiaobo Shen +1 more
2016International Conference on Information Photonics4 citations Open access
Semantic Scholar
Feature hallucination in hypersphere space for few-shot classification
Sai Yang, Fan Liu, Zhi-Yu Chen
2022IET Image Processing3 citations Open access
Semantic Scholar
VirtualConductor: Music-driven Conducting Video Generation System
Delong Chen, Fan Liu, Zewen Li, Feng Xu
2021arXiv.org3 citations
Semantic Scholar
Image restoration model compression via mamba-oriented heterogeneous knowledge distillation
Sai Yang, Bin Hu, Xiaoxin Wu, Fan Liu +1 more
2026Neural Networks2 citations Open access
Semantic Scholar
JLCSR: Joint Learning of Compactness and Separability Representations for Few-Shot Classification
Sai Yang, Fan Liu, Shaoqiu Zheng, Ying Tan
2024IEEE Transactions on Cognitive and Developmental Systems2 citations
Semantic Scholar
A multi-phase sparse probability framework via entropy minimization for single sample face recognition
Fan Liu, Jin-Hui Tang, Yan Song, Qian Huang +1 more
2016International Conference on Information Photonics2 citations
Semantic Scholar
Learning Low-Rank Representation with Block-Sparse Structure for Single Sample Face Recognition
Fan Liu, Yuhua Ding, Ting Rui, Feng Xu
2016International Conference on Internet Multimedia Computing and Service2 citations
Semantic Scholar
Few-shot classification via mix-pooling module and class-wise relationship graph similarity preserving
Bin Hu, Sai Yang, Xiaoxin Wu, Fan Liu +1 more
2026Applied Soft Computing1 citations
Semantic Scholar
Research on DFF-TopK algorithm based on dynamic feature selection
Xing Zhou, Guoyan Xu, Fan Liu, X. Su
2019International Conference on Crowd Science and Engineering1 citations
Semantic Scholar
Semi-supervised NMF with Local and Global Label Embedding for Data Representation
Bin Qian, Xiguang Gu, Fan Liu, Lei Tong
2019IEEE Joint International Information Technology and Artificial Intelligence Conference1 citations
Semantic Scholar
A comprehensive review for Generalized Few-Shot Image Classification
Sai Yang, Bin Hu, Xiao-Xin Wu, Fan Liu
2026Array0 citations Open access
Semantic Scholar
A Simple Baseline for Adversarial Domain Adaptation-based Unsupervised Flood Forecasting
Delong Chen, Ruizhi Zhou, Ya‐Jun Pan, Fan Liu
2022arXiv.org0 citations Open access
Semantic Scholar
Multi-scale Diffusion-based Salient Object Detection with Background and Objectness Seeds
Sai Yang, Fan Liu, Juan Chen, Di-Bo Xiao +1 more
2018KSII Transactions on Internet and Information Systems0 citations Open access
Semantic Scholar
Learning structured sparse representation for single sample face recognition
Fan Liu, Feng Xu, Yuhua Ding, Sai Yang
2018International Workshop on Biometrics and Forensics0 citations
Semantic Scholar
Local Similarity based Linear Graph Embedding: A Robust Face Recognition Framework for SSPP problem
Fan Liu, Feng Xu, Ting Rui, Junhua Zhou
2016International Conference on Internet Multimedia Computing and Service0 citations
Semantic Scholar
単一サンプル顔認識のためのエントロピー最小化による多相スパース確率フレームワーク【Powered by NICT】
Fan Liu, Jin-Hui Tang, Yan Song, Qian Huang +1 more
20160 citations
Semantic Scholar
マルチコア学習融合局所と大域的特徴の顔認識アルゴリズム【JST・京大機械翻訳】
Sai Yang, Chun-Xia Zhao, Fan Liu
20160 citations
Semantic Scholar