2024
Variation-aware semantic image synthesis.
Image Vis. Comput., 2024

Adaptive Label Smoothing for Out-of-Distribution Detection.
CoRR, 2024

Foundation models in smart agriculture: Basics, opportunities, and challenges.
Comput. Electron. Agric., 2024

2023
Known and unknown class recognition on plant species and diseases.
Comput. Electron. Agric., December, 2023

A Comprehensive Survey of Image Augmentation Techniques for Deep Learning.
Pattern Recognit., May, 2023

Plant Disease Recognition Datasets in the Age of Deep Learning: Challenges and Opportunities.
CoRR, 2023

Embracing Limited and Imperfect Data: A Review on Plant Stress Recognition Using Deep Learning.
CoRR, 2023

PlantCLEF2023: A Bigger Training Dataset Contributes More than Advanced Pretraining Methods for Plant Identification.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022
Enhanced Class-Specific Spatial Normalization for Image Generation.
IEEE Access, 2022

Transfer Learning with Self-Supervised Vision Transformer for Large-Scale Plant Identification.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021
Instance-Level Image Translation With a Local Discriminator.
IEEE Access, 2021

2017
A Novel Heuristic Communication Heterogeneous Dual Population Ant Colony Optimization Algorithm.
IEEE Access, 2017