Author

Qi Hou

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Open access Aug 2026

A Machine Vision-Based Method for Online Grading and Non-Destructive Weight Measurement of Passion Fruit

This study proposes an intelligent detection and grading model, YOLOv11n-ACH, based on an improved YOLOv11n that effectively mitigates severe fruit occlusion and background interference caused by conveyor surfaces, residual plant material, and illumination variation.

Si-Ru Pu, Leilei Deng, Qi Hou et al. · Horticulturae · 0 citations

Open access Jul 2026

EDISP: a hybrid CNN-ViT framework for robust maize leaf disease detection and classification

The proposed EDISP model significantly outperforms standalone CNN and ViT Models in multiple performance metrics, achieving an overall classification accuracy of 99.40%, precision of 99.43%, recall of 99.38%, and an F1-score of 99.40%.

Aziz Ullah, Shah Hussain, Qi Hou et al. · Frontiers in Plant Science · 0 citations