In this study, we introduce an automated high-throughput phenotyping pipeline using affordable imaging systems, image processing, and 3D reconstruction algorithms to build 2D mosaicked orthophotos and 3D plant models.
... in controlled environments. It consists of a robotic imaging system to acquire images of plant root and shoot, which can be analyzed and used to train machine learning algorithms. Genetic analysis, genetic selection, and field studies ...
... using imaging technology for high-throughput plant phenotyping. An, N., Palmer, C. M., Baker, R. L., Markelz, R. C., Ta, J., Covington, M. F. ... Imaging Technology for High-Throughput Plant Phenotyping 91 4.6 Summary References.
... Plant high-throughput phenotyping using photogrammetry and imaging techniques to measure leaf length and rosette area. Comput. Electron. Agric. 127, 376–394 (2016). https://doi.org/10.1016/j.compag.2016.04.002 2. Chen, Y., et al.: ...
... in the proposed work. The segmentation accuracy is affected by the presence of shadow region in the plant images. This can be overcome by applying image enhancement before segmenting the plant region. Also, the leaf counting accuracy ...
... leaf salient points and leaf contour descriptions for plant species recognition. In: International conference image ... high-throughput phenotyping using photogrammetry and imaging techniques to measure leaf length and rosette area ...
... with methods proposed by others , its classification performance is the best . The model constructed in this paper is an IncRNA recognition model suitable for plant sequence data . Acknowledgement . The current study was supported by ...
... plant phenotyping purposes. In this study where we considered and analysed five different colour spaces, better plant pixel detection was achieved using the HSV colour space for almost all plant types and under different illumination ...
... in size-related leaf traits and modeling of single leaf area in three medicinal and aromatic plants: Ocimum basilicum L., Mentha Spp. and Salvia Spp. Plants-Basel, 9(1), 13 (2019). https://doi.org/10.3390/plants901 0013 3. Mencuccini, M ...
Modern agriculture is facing tremendous challenges in its sustainability, productivity, and quality for a rapidly growing human population, changing climate, and shortfall of arable land and water resources.