From RGB to NIR: Predicting of near infrared reflectance from visible spectrum aerial images of crops
Near infrared spectroscopy (NIR) provides rich information in agricultural operations and
experiments to determine crop parameters which are not visible to the human eye …
experiments to determine crop parameters which are not visible to the human eye …
[PDF][PDF] Thermal Image Super-resolution: A Novel Architecture and Dataset.
RE Rivadeneira, AD Sappa… - VISIGRAPP (4: VISAPP …, 2020 - pages.cvc.uab.es
This paper proposes a novel CycleGAN architecture for thermal image super-resolution,
together with a large dataset consisting of thermal images at different resolutions. The …
together with a large dataset consisting of thermal images at different resolutions. The …
Temporal prediction and evaluation of Brassica growth in the field using conditional generative adversarial networks
Farmers frequently assess plant growth and performance as basis for making decisions
when to take action in the field, such as fertilization, weed control, or harvesting. The …
when to take action in the field, such as fertilization, weed control, or harvesting. The …
Enhancement of guided thermal image super-resolution approaches
Guided image processing techniques are widely used to extract meaningful information from
a guiding image and facilitate the enhancement of the guided one. This paper specifically …
a guiding image and facilitate the enhancement of the guided one. This paper specifically …
Red-green-blue to normalized difference vegetation index translation: a robust and inexpensive approach for vegetation monitoring using machine vision and …
High-resolution multispectral imaging of agricultural fields is expensive but helpful in
detecting subtle variations in plant health and stress symptoms before the appearance of …
detecting subtle variations in plant health and stress symptoms before the appearance of …
A novel domain transfer-based approach for unsupervised thermal image super-resolution
This paper presents a transfer domain strategy to tackle the limitations of low-resolution
thermal sensors and generate higher-resolution images of reasonable quality. The …
thermal sensors and generate higher-resolution images of reasonable quality. The …
Mapping of winter wheat using sentinel-2 NDVI data. a case of Mashonaland central province in Zimbabwe
A robust early warning system can alert to the presence of food crises and related drivers,
informing decision makers on food security. To date, decision-makers in Zimbabwe still rely …
informing decision makers on food security. To date, decision-makers in Zimbabwe still rely …
A hybrid vegetation detection framework: Integrating vegetation indices and convolutional neural network
Vegetation inspection and monitoring is a time-consuming task. In the era of industrial
revolution 4.0 (IR 4.0), unmanned aerial vehicles (UAV), commercially known as drones, are …
revolution 4.0 (IR 4.0), unmanned aerial vehicles (UAV), commercially known as drones, are …
Generative Adversarial Approach to Urban Areas' NDVI Estimation: A Case Study of Łódź, Poland
M Adamiak, K Będkowski, A Bielecki - Quaestiones Geographicae, 2023 - sciendo.com
ADAMIAK M., BĘDKOWSKI K., BIELECKI A., 2023. Generative adversarial approach to
urban areas NDVI estimation: A case study of Łódź, Poland. Quaestiones Geographicae 42 …
urban areas NDVI estimation: A case study of Łódź, Poland. Quaestiones Geographicae 42 …
Boosting Guided Super-Resolution Performance with Synthesized Images
Guided image processing techniques are widely used for extracting information from a
guiding image to aid in the processing of the guided one. These images may be sourced …
guiding image to aid in the processing of the guided one. These images may be sourced …