Identification of weeds based on hyperspectral imaging and machine learning

Y Li, M Al-Sarayreh, K Irie, D Hackell… - Frontiers in Plant …, 2021 - frontiersin.org
Weeds can be major environmental and economic burdens in New Zealand. Traditional
methods of weed control including manual and chemical approaches can be time …

Image analysis based on heterogeneous architectures for precision agriculture: a systematic literature review

MR Pusdá-Chulde, FA Salazar-Fierro… - … on Computer Science …, 2019 - Springer
Precision agriculture (AP) is a management strategy that uses ICT (Information and
Communication Technologies) to obtain information from different sources in order to …

Low-cost three-dimensional modeling of crop plants

J Martinez-Guanter, Á Ribeiro, GG Peteinatos… - Sensors, 2019 - mdpi.com
Plant modeling can provide a more detailed overview regarding the basis of plant
development throughout the life cycle. Three-dimensional processing algorithms are rapidly …

Supervised image classification by scattering transform with application to weed detection in culture crops of high density

P Rasti, A Ahmad, S Samiei, E Belin, D Rousseau - Remote Sensing, 2019 - mdpi.com
In this article, we assess the interest of the recently introduced multiscale scattering
transform for texture classification applied for the first time in plant science. Scattering …

Recognition method of thermal infrared images of plant canopies based on the characteristic registration of heterogeneous images

M Liu, H Guan, X Ma, S Yu, G Liu - Computers and Electronics in …, 2020 - Elsevier
Canopy thermal infrared imaging reflects the temperature change in the crop canopy, which
is closely related to the stomatal conductance and water utilization characteristics of the …

Analysis of microscopic images using image processing to measure homogeneity of metal powder mixture samples

N Tomar, S Pradyumna, J Jain - Powder Technology, 2024 - Elsevier
This paper presents automated image analysis frameworks that leverage Python's computer
vision libraries, including OpenCV and Matplotlib, to analyze and characterize color-shade …