[HTML][HTML] A systematic review of hyperspectral imaging in precision agriculture: Analysis of its current state and future prospects

BG Ram, P Oduor, C Igathinathane, K Howatt… - … and Electronics in …, 2024 - Elsevier
Hyperspectral sensor adaptability in precision agriculture to digital images is still at its
nascent stage. Hyperspectral imaging (HSI) is data rich in solving agricultural problems like …

Evaluation of Deep Learning CNN Models with 24 Metrics Using Soybean Crop and Broad-Leaf Weed Classification

JJ Michael, M Thenmozhi - Inventive Communication and …, 2023 - books.google.com
Soybean is one of the highest protein diets which is consumed globally. It is also used for
producing animal feed, biodiesel, crayons, bio-composites, carpets, candles, cleaners, ink …

Unsupervised Tomato Split Anomaly Detection using Hyperspectral Imaging and Variational Autoencoders

M Abdulsalam, U Zahidi, B Hurst, S Pearson… - arXiv preprint arXiv …, 2025 - arxiv.org
Tomato anomalies/damages pose a significant challenge in greenhouse farming. While this
method of cultivation benefits from efficient resource utilization, anomalies can significantly …

Evaluation of deep learning CNN models with 24 metrics using soybean crop and broad-leaf weed classification

J Justina Michael, M Thenmozhi - International Conference on Information …, 2023 - Springer
Soybean is one of the highest protein diets which is consumed globally. It is also used for
producing animal feed, biodiesel, crayons, bio-composites, carpets, candles, cleaners, ink …

Redes Neuronales Convolucionales evolutivas para un caso práctico de clasificación de imágenes

M Apellaniz Portos - 2022 - oa.upm.es
En este proyecto se propone un método novedoso y único, basado en procesos evolutivos
para el diseño y aplicación de redes convolucionales (CNNs) en problemas de clasificación …

참외성숙도모니터링로봇을위한초분광분류모델개발및성능비교

이재은, 이성민, 백자영, 김만중, 홍영기, 김경철 - 드라이브· 컨트롤, 2024 - dbpia.co.kr
In recent years, optimizing monitoring technology for each crop has become essential to
address labor shortages caused by the decline and aging of agricultural population. This …