4 papers
Cross-Architectural Mixture-of-Experts with Adaptive Soft Routing for Plant Leaf Disease Classification
Phi-Hung Hoang, Thi-Thu-Hong Phan
Plant leaf disease classification is crucial for crop protection and precision agriculture but remains challenging under complex backgrounds, illumination variations, and severe cl…
Enhanced Fish Freshness Classification with Incremental Handcrafted Feature Fusion
Phi-Hung Hoang, Nam-Thuan Trinh, Van-Manh Tran +1
Accurate assessment of fish freshness remains a major challenge in the food industry, with direct consequences for product quality, market value, and consumer health. Conventional…
Multi-objective hybrid knowledge distillation for efficient deep learning in smart agriculture
Phi-Hung Hoang, Nam-Thuan Trinh, Van-Manh Tran +1
Deploying deep learning models on resource-constrained edge devices remains a major challenge in smart agriculture due to the trade-off between computational efficiency and recogni…
Deep Feature Optimization for Enhanced Fish Freshness Assessment
Phi-Hung Hoang, Nam-Thuan Trinh, Van-Manh Tran +1
Assessing fish freshness is vital for ensuring food safety and minimizing economic losses in the seafood industry. However, traditional sensory evaluation remains subjective, time-…