Ninni Singh
Papers
1
Total Citations
79
H-Index
1
About
Dr. Ninni Singh is a leading researcher at the intersection of the Internet of Things (IoT) and precision agriculture, with a core focus on developing intelligent, sensor-driven systems for smart farming. Her most influential work, the highly cited 2022 paper "Development of Algorithms for an IoT‐Based Smart Agriculture Monitoring System" (79 citations), addresses a critical bottleneck in agricultural technology: the accurate detection and counting of vegetables in the field. By moving beyond conventional color transformations and standard machine learning approaches, Dr. Singh’s research proposes novel algorithmic frameworks that significantly enhance the reliability of automated crop monitoring. This contribution is pivotal for enabling real-time, data-driven decisions in yield estimation and resource management. Her work demonstrates a clear impact on the field, providing a scalable pathway for farmers to leverage IoT for improved productivity. Dr. Singh’s research is not only technically rigorous but also practically oriented, positioning her as a key innovator in sustainable agriculture and smart sensing technologies.
Research Focus
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Top Papers
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