Multiscale phenotyping of grain crops based on three-dimensional models: A comprehensive review of trait detection.

Fangfang Gao

Jiangtao Qi Fangfang Gao Yang Wang Weirong Zhang Sisi Yang Kangkang Qi Ruirui Zhang 0001 Multiscale phenotyping of grain crops based on three-dimensional models: A comprehensive review of trait detection. 110597 2025 237 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2025.110597 db/journals/cea/cea237.html#QiGWZYQZ25 streams/journals/cea

Jiangtao Qi Xv Cong Weirong Zhang Fangfang Gao Bo Zhao Hui Guo Rapid Detection of Ripe Tomatoes in Unstructured Environments. 2920-2935 2025 September 42 J. Field Robotics 6 https://doi.org/10.1002/rob.22556 db/journals/jfr/jfr42.html#QiCZGZG25 streams/journals/jfr

Junjin Li Tan Li Fangfang Gao Weining Song Nanjiang Chen Chunhui Su Qi Wang Yanwen Lin Runmin Yin Path Smoothing Optimization for Mobile Robots in Intelligent Chemistry Laboratory Based on Improved A* Algorithm. 153-161 2025 ICCMS https://doi.org/10.1145/3761668.3761692 conf/iccms/2025 db/conf/iccms/iccms2025.html#LiLGSCSWLY25 Mu Gu Fangfang Gao Lin Lin Chunhui Su Zhe Han Hua Zhang Yandong Li Quanbo Lu Jiehan Zhou IR4AAS: An Identification Resolution-Enhanced AAS for Digital Twins Modeling. 313-322 2024 AsiaSim https://doi.org/10.1007/978-981-97-7225-4_24 conf/asiasim/2024 db/conf/asiasim/asiasim2024.html#GuGLSHZLLZ24

Fangfang Gao Wentai Fang Xiaoming Sun 0003 Zhenchao Wu Guanao Zhao Guo Li Rui Li 0069 Longsheng Fu Qin Zhang 0012 A novel apple fruit detection and counting methodology based on deep learning and trunk tracking in modern orchard. 107000 2022 197 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2022.107000 db/journals/cea/cea197.html#GaoFSWZLLFZ22

Xiaoming Sun 0003 Wentai Fang Changqing Gao Longsheng Fu Yaqoob Majeed Xiaojuan Liu Fangfang Gao Ruizhe Yang Rui Li 0069 Remote estimation of grafted apple tree trunk diameter in modern orchard with RGB and point cloud based on SOLOv2. 107209 2022 199 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2022.107209 db/journals/cea/cea199.html#SunFGFMLGYL22

Zhenzhen Song Zhongxian Zhou Wenqi Wang Fangfang Gao Longsheng Fu Rui Li 0069 Yongjie Cui Canopy segmentation and wire reconstruction for kiwifruit robotic harvesting. 105933 2021 181 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2020.105933 db/journals/cea/cea181.html#SongZWGFLC21

Rui Suo Fangfang Gao Zhongxian Zhou Longsheng Fu Zhenzhen Song Jaspreet Singh Dhupia Rui Li 0069 Yongjie Cui Improved multi-classes kiwifruit detection in orchard to avoid collisions during robotic picking. 106052 2021 182 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2021.106052 db/journals/cea/cea182.html#SuoGZFSDLC21

Zhenchao Wu Ruizhe Yang Fangfang Gao Wenqi Wang Longsheng Fu Rui Li 0069 Segmentation of abnormal leaves of hydroponic lettuce based on DeepLabV3+ for robotic sorting. 106443 2021 190 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2021.106443 https://www.wikidata.org/entity/Q110579634 db/journals/cea/cea190.html#WuYGWFL21

Fangfang Gao Longsheng Fu Xin Zhang 0085 Yaqoob Majeed Rui Li 0069 Manoj Karkee Qin Zhang 0012 Multi-class fruit-on-plant detection for apple in SNAP system using Faster R-CNN. 105634 2020 176 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2020.105634 db/journals/cea/cea176.html#GaoFZMLKZ20

Longsheng Fu Fangfang Gao Jingzhu Wu Rui Li 0069 Manoj Karkee Qin Zhang 0012 Application of consumer RGB-D cameras for fruit detection and localization in field: A critical review. 105687 2020 177 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2020.105687 db/journals/cea/cea177.html#FuGWLKZ20

Zhongxian Zhou Zhenzhen Song Longsheng Fu Fangfang Gao Rui Li 0069 Yongjie Cui Real-time kiwifruit detection in orchard using deep learning on Android™ smartphones for yield estimation. 105856 2020 179 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2020.105856 db/journals/cea/cea179.html#ZhouSFGLC20

Lu Wei 0002 Fangfang Gao Social media, social integration and subjective well-being among new urban migrants in China. 786-796 2017 34 Telematics Informatics 3 https://doi.org/10.1016/j.tele.2016.05.017 db/journals/tele/tele34.html#WeiG17

Baojun Qiao Ning Jiang Zhipeng Wang Fangfang Gao A New Matching Structure and Interval Division on Content Based Publish/Subscribe System. 641-646 2015 HPCC/CSS/ICESS https://doi.org/10.1109/HPCC-CSS-ICESS.2015.87 conf/hpcc/2015 db/conf/hpcc/hpcc2015.html#QiaoJWG15 Qi Jiang Fangfang Gao Yibin Li 0001 Xuewen Rong Chengjin Zhang Design and research of wrist force sensor based on FBG. 390-395 2013 ICIA https://doi.org/10.1109/ICInfA.2013.6720329 conf/icinfa/2013 db/conf/icinfa/icinfa2013.html#JiangGLRZ13 Nanjiang Chen Xv Cong Yongjie Cui Jaspreet Singh Dhupia Wentai Fang Longsheng Fu Changqing Gao Mu Gu Hui Guo Zhe Han Ning Jiang Qi Jiang Manoj Karkee Guo Li Junjin Li Rui Li 0069 Tan Li Yandong Li Yibin Li 0001 Lin Lin Yanwen Lin Xiaojuan Liu Quanbo Lu Yaqoob Majeed Jiangtao Qi Kangkang Qi Baojun Qiao Xuewen Rong Weining Song Zhenzhen Song Chunhui Su Xiaoming Sun 0003 Rui Suo Qi Wang Wenqi Wang Yang Wang Zhipeng Wang Lu Wei 0002 Jingzhu Wu Zhenchao Wu Ruizhe Yang Sisi Yang Runmin Yin Chengjin Zhang Hua Zhang Qin Zhang 0012 Ruirui Zhang 0001 Weirong Zhang Xin Zhang 0085 Bo Zhao Guanao Zhao Jiehan Zhou Zhongxian Zhou