# VCPC: virtual contrastive constraint and prototype calibration for few-shot class-incremental plant disease classification

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/vcpc-virtual-contrastive-constraint-and-prototype-calibration-for-few-shot-class/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Lunhong Lou,Jianwu Lin,Lin You,Xin Zhang,Tomislav Cernava,Hanyu Lu,Xiaoyulong Chen |
| Citations | 1 |
| DOI | 10.1186/s13007-025-01423-3 |
| Fields | Agricultural and Biological Sciences |
| Open Access | true |
| OA Status | gold |
| OA URL | https://plantmethods.biomedcentral.com/counter/pdf/10.1186/s13007-025-01423-3 |
| OpenAlex ID | https://openalex.org/W4412774413 |
| PMID | 40745353 |
| Type | article |
| Year | 2025 |

## Paper authors

- [Jianwu Lin](https://scholariq.org/researchers/jianwu-lin/)
- [Tomislav Cernava](https://scholariq.org/researchers/tomislav-cernava/)
- [Xin Zhang](https://scholariq.org/researchers/xin-zhang/)
- [Hanyu Lu](https://scholariq.org/researchers/hanyu-lu/)
- [Xiaoyulong Chen](https://scholariq.org/researchers/xiaoyulong-chen/)

## Paper funders

- [National Natural Science Foundation of China](https://scholariq.org/funders/national-natural-science-foundation-of-china/)

## Paper journal

- [Plant Methods](https://scholariq.org/journals/plant-methods/)

## Paper primary topic

- [Smart Agriculture and AI](https://scholariq.org/topics/smart-agriculture-and-ai/)

## Paper topics

- [Smart Agriculture and AI](https://scholariq.org/topics/smart-agriculture-and-ai/)
- [Plant Virus Research Studies](https://scholariq.org/topics/plant-virus-research-studies/)
- [Plant Disease Management Techniques](https://scholariq.org/topics/plant-disease-management-techniques/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.