Research Projects
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Lead the project4items: AmongOther4items
Participate in the project6items: AmongNational2items Other2items Provincial and ministerial-level2items
Paper Publications
- Wan Sheng, Ren Shougang, Zhao Zicheng, Zhu Yan, Gong Chen.NeRS: Negative Relational Smoothing for Graph Contrastive Learning,PATTERN RECOGNITION,2026,179:-(Co corresponding author)
- Shu Xin, Guo Yikang, Ren Shou Gang.Adversarial supervised contrastive feature learning for cross-modal retrieval,PATTERN RECOGNITION,2026,(176)(Correspondence Author)
- 郝璇,任守纲,舒欣,顾兴健,严家兴,徐焕良.基于TimesTransformer的农业设施环境预测与调控研究,南京农业大学学报,2025,:1-14(Correspondence Author)
- Gui Linger, Gu Xingjian, Huang Fen, Ren Shougang, Qin Huanhuan, Fan Chengcheng.Road Extraction from Remote Sensing Images Using a Skip-Connected Parallel CNN-Transformer Encoder-Decoder Model,APPLIED SCIENCES-BASEL,2025,15(3):-(Participating authors)
- Ren Shougang, Zhou Yuchen, Gu Xingjian, Shu Xin, Shu Xiangbo.Maximum dissimilarity channel complementary reconstruction for convolutional efficiency,MULTIMEDIA SYSTEMS,2025,31(5):-(First Author)
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Patents
- 【Patent】一种基于VGG16的多任务学习植物表型处理方法及装置，ZL202210799123.0，
- 【Patent】基于迁移学习与双线性InceptionResNetV2的细粒度菌类表型识别方法，ZL201910547744.8，
- 【Patent】任守纲,贾馥玮,顾兴健,徐焕良,李庆铁,王浩云,袁培森，一种反卷积引导的半监督植物叶部病害识别与分割方法，ZL202010915753.0，2023
- 【Copyrights】袁培森,欧阳柳江,任守纲，基于ECA改进MobileNetV3Small的水稻病害识别系统，2023SR0775244，2023
- 【Copyrights】袁培森,徐书凝,任守纲,徐焕良，在线自动化学习植物表型处理与分析系统V1.0，2022SR0956901，2022
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Published Books
- 徐焕良,朱淑鑫,任守纲,林科学,赵力,夏欣,徐大华，大学信息技术基础[Teaching material]中国农业出版社，2013
- 黄水清,朱艳,王浩云,朱毅华,伍艳莲,任守纲,谢元澄，农业信息化应用系统开发与实践（专硕教材）[Teaching material]中国农业科学技术出版社，2012
- 黄水清,朱艳,王浩云,朱毅华,伍艳莲,任守纲,谢元澄，农业信息化应用系统开发与实践[Teaching material]中国农业科学技术出版社，2012
