Promptable Leaf Segmentation in Plant Phenotyping: Research Perspectives and Challenges

JW Abe, J Ilao, G Foliente - 2024 30th International Conference …, 2024 - ieeexplore.ieee.org
The transition to sustainable agriculture necessitates a greater understanding of plants in
the field with automated plant phenotyping. Leaf segmentation is critical in this domain …

JustDeepIt: Software tool with graphical and character user interfaces for deep learning-based object detection and segmentation in image analysis

J Sun, W Cao, T Yamanaka - Frontiers in Plant Science, 2022 - frontiersin.org
Image processing and analysis based on deep learning are becoming mainstream and
increasingly accessible for solving various scientific problems in diverse fields. However, it …

[PDF][PDF] W_TEMP_4009: Integrated Systems Research and Development in Automation and Sensors for Sustainability of Specialty Crops

N Reps - nimss.org
Increased demand for safe and high-quality food, pressure from global competition, and the
need to preserve sustainability in natural resources and the environment represent …

[HTML][HTML] W1009: Integrated Systems Research and Development in Automation and Sensors for Sustainability of Specialty Crops

N Reps, DL Schmoldt - nimss.org
The Need: The continuing trend of declining available labor, combined with an increasing
consumer desire for a safe and high quality food supply, the pressure of global competition …