selected publications

• academic article

  • Hybrid-AI and Model Ensembling to Exploit UAV-Based RGB Imagery: An Evaluation of Sorghum Crop’s Nitrogen Content.  Agriculture.  14:1682-1682. 2024
  • A Systematic Review and Meta-Analysis of Intelligent Irrigation Systems.  IEEE Access.  12:128285-128304. 2024
  • Attention BLSTM-Based Temporal-Spatial Vein Transformer for Multi-View Finger-Vein Recognition.  IEEE Transactions on Information Forensics and Security.  19:9330-9343. 2024
  • Deep Reinforcement Learning-Based Feature Extraction and Encoding for Finger-Vein Verification.  IEEE Transactions on Emerging Topics in Computational Intelligence.  1-15. 2024
  • AG-NAS: An Attention GRU-Based Neural Architecture Search for Finger-Vein Recognition.  IEEE Transactions on Information Forensics and Security.  19:1699-1713. 2023
  • Label Enhancement-Based Multiscale Transformer for Palm-Vein Recognition.  IEEE Transactions on Instrumentation and Measurement.  72:1-17. 2023
  • Finger-Vein Quality Assessment Based on Deep Features From Grayscale and Binary Images.  International Journal of Pattern Recognition and Artificial Intelligence.  33:1940022-1940022. 2019
  • Deep Representation-Based Feature Extraction and Recovering for Finger-Vein Verification.  IEEE Transactions on Information Forensics and Security.  12:1816-1829. 2017

• chapter

  • SUMix: Mixup with Semantic and Uncertain Information.  Lecture notes in computer science. 70-88. 2024
  • End-to-End Generative Adversarial Network for Palm-Vein Recognition.  Lecture notes in computer science. 714-724. 2020

• conference paper

  • Graph Convolutional Networks-based Label Distribution Learning for Image Classification.  2022 International Conference on Cyber-Physical Social Intelligence (ICCSI). 698-703. 2022
  • A two-stage Deep Convolutional Generative Adversarial Network-based data augmentation scheme for agriculture image regression tasks.  2022 International Conference on Cyber-Physical Social Intelligence (ICCSI). 1-6. 2021
  • Cross-Modality Domain Adaptation for hand-vein recognition.  2022 International Conference on Cyber-Physical Social Intelligence (ICCSI). 1-6. 2021