Editorial: State-of-the-Art Technology and Applications in Crop Phenomics

by Wanneng Yang, Wanneng Yang, John H. Doonan, Malcolm J. Hawkesford, Tony Pridmore, Ji Zhou, Ji Zhou
Published 2021-10-01

High-throughput phenotyping: Breaking through the bottleneck in future crop breeding

by Peng Song, Jinglu Wang, Xinyu Guo, Wanneng Yang, Chunjiang Zhao
Published 2021-06-01

Determination of rice panicle numbers during heading by multi-angle imaging

by Lingfeng Duan, Chenglong Huang, Guoxing Chen, Lizhong Xiong, Qian Liu, Wanneng Yang
Published 2015-06-01

Accurate Digitization of the Chlorophyll Distribution of Individual Rice Leaves Using Hyperspectral Imaging and an Integrated Image Analysis Pipeline

by Hui Feng, Hui Feng, Guoxing Chen, Lizhong Xiong, Qian Liu, Wanneng Yang
Published 2017-07-01

Image-Based Assessment of Drought Response in Grapevines

by Nunzio Briglia, Kevin Williams, Dan Wu, Yaochen Li, Sha Tao, Fiona Corke, Giuseppe Montanaro, Angelo Petrozza, Davide Amato, Francesco Cellini, John H. Doonan, Wanneng Yang, Wanneng Yang, Vitale Nuzzo
Published 2020-05-01

A nondestructive method for estimating the total green leaf area of individual rice plants using multi-angle color images

by Ni Jiang, Wanneng Yang, Lingfeng Duan, Guoxing Chen, Wei Fang, Lizhong Xiong, Qian Liu
Published 2015-03-01

High-throughput volumetric reconstruction for 3D wheat plant architecture studies

by Wei Fang, Hui Feng, Wanneng Yang, Lingfeng Duan, Guoxing Chen, Lizhong Xiong, Qian Liu
Published 2016-09-01

Nondestructive 3D Image Analysis Pipeline to Extract Rice Grain Traits Using X-Ray Computed Tomography

by Weijuan Hu, Weijuan Hu, Can Zhang, Can Zhang, Yuqiang Jiang, Yuqiang Jiang, Chenglong Huang, Chenglong Huang, Qian Liu, Qian Liu, Lizhong Xiong, Lizhong Xiong, Wanneng Yang, Wanneng Yang, Fan Chen, Fan Chen
Published 2020-01-01

An integrated rice panicle phenotyping method based on X-ray and RGB scanning and deep learning

by Lejun Yu, Jiawei Shi, Chenglong Huang, Lingfeng Duan, Di Wu, Debao Fu, Changyin Wu, Lizhong Xiong, Wanneng Yang, Qian Liu
Published 2021-02-01

Panicle-SEG: a robust image segmentation method for rice panicles in the field based on deep learning and superpixel optimization

by Xiong Xiong, Lingfeng Duan, Lingbo Liu, Haifu Tu, Peng Yang, Dan Wu, Guoxing Chen, Lizhong Xiong, Wanneng Yang, Qian Liu
Published 2017-11-01

An integrated hyperspectral imaging and genome-wide association analysis platform provides spectral and genetic insights into the natural variation in rice

by Hui Feng, Zilong Guo, Wanneng Yang, Chenglong Huang, Guoxing Chen, Wei Fang, Xiong Xiong, Hongyu Zhang, Gongwei Wang, Lizhong Xiong, Qian Liu
Published 2017-06-01

Novel Digital Features Discriminate Between Drought Resistant and Drought Sensitive Rice Under Controlled and Field Conditions

by Lingfeng Duan, Jiwan Han, Zilong Guo, Haifu Tu, Peng Yang, Dong Zhang, Yuan Fan, Guoxing Chen, Lizhong Xiong, Mingqiu Dai, Kevin Williams, Fiona Corke, John H. Doonan, Wanneng Yang
Published 2018-04-01

Rapeseed Stand Count Estimation at Leaf Development Stages With UAV Imagery and Convolutional Neural Networks

by Jian Zhang, Jian Zhang, Biquan Zhao, Biquan Zhao, Chenghai Yang, Yeyin Shi, Qingxi Liao, Guangsheng Zhou, Chufeng Wang, Chufeng Wang, Tianjin Xie, Tianjin Xie, Zhao Jiang, Zhao Jiang, Dongyan Zhang, Wanneng Yang, Chenglong Huang, Jing Xie
Published 2020-06-01

Using high-throughput multiple optical phenotyping to decipher the genetic architecture of maize drought tolerance

by Xi Wu, Hui Feng, Di Wu, Shijuan Yan, Pei Zhang, Wenbin Wang, Jun Zhang, Junli Ye, Guoxin Dai, Yuan Fan, Weikun Li, Baoxing Song, Zedong Geng, Wanli Yang, Guoxin Chen, Feng Qin, William Terzaghi, Michelle Stitzer, Lin Li, Lizhong Xiong, Jianbing Yan, Edward Buckler, Wanneng Yang, Mingqiu Dai
Published 2021-06-01