Publications
You can also find my articles on my Google Scholar profile.
Publications
- PhenoGPT: Towards Language Interaction with Vision Models for Plant Phenotyping, Feng Chen, Sotirios A. Tsaftaris, Mario Valerio Giuffrida, ECCV Computer Vision in Plant Phenotyping and Agriculture Workshop (CVPPA), 2024.
- GMT: Guided Mask Transformer for Leaf Instance Segmentation, Feng Chen, Sotirios A. Tsaftaris, Mario Valerio Giuffrida, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025 (Oral Presentation).
- Adapting Vision Foundation Models for Plant Phenotyping, Feng Chen, Mario Valerio Giuffrida, Sotirios A. Tsaftaris, IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, pp. 604–613, 2023.
- Learning to Localise and Count With Incomplete Dot-Annotations, Feng Chen, Michael P. Pound, Andrew P. French, IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, pp. 1612–1620, 2021.
- Using Active Learning to Reduce Training Data in Deep-Learning-Based Flower Classification, Feng Chen, Tony Pridmore, Andrew French, CVPR Computer Vision Problems in Plant Phenotyping Workshop (CVPPP), 2019.
- Towards Low-Cost Image-Based Plant Phenotyping Using Reduced-Parameter CNN, John Atanbori, Feng Chen, Andrew P. French, Tony Pridmore, British Machine Vision Conference (BMVC) Workshops, 2018.
- Citizen Crowds and Experts: Observer Variability in Image-Based Plant Phenotyping, M. Valerio Giuffrida, Feng Chen, Hanno Scharr, Sotirios A. Tsaftaris, Plant Methods, Vol. 14, pp. 1–14, 2018.