Laser bathymetry on rough riverbed channels: State‐of‐the‐art and future prospects
This literature review found that topo‐bathymetric LiDAR has been successfully used to capture the structures of rough riverbeds and detect large boulders. While all of the studies that were reviewed used sensors that were operated from fixed‐wing aircraft, few studies have yet tested UAV‐borne sensors on rough riverbeds, despite the potential offered ...
Theresa M. Himmelsbach +4 more
wiley +1 more source
Hyperspectral reconstruction of white light endoscopy images for enhanced segmentation of early esophageal lesions in patients. [PDF]
Wang YK +7 more
europepmc +1 more source
The detection of toxins in baby food using artificial intelligence. ABSTRACT Infant foods and baby formulas are becoming increasingly popular across the globe owing to their ease of consumption and nutritional value specific to infants. Impurities may find their way into the food chain at any point from the acquisition of raw materials to final ...
Poornima Singh +3 more
wiley +1 more source
Leveraging UAV hyperspectral imaging for crop physiology and biochemistry: A comprehensive review of feature extraction and selection methods. [PDF]
Xu L +9 more
europepmc +1 more source
AI‐Enabled Next‐Generation Dairy Systems: From Sensors to Smart Processing
AI‐enabled Dairy 4.0 technologies integrate big data, IoT, smart sensing, digital twins, and machine learning to address key dairy industry challenges including sustainability, milk quality variability, animal health, traceability, and resource efficiency.
Zeki Erol +3 more
wiley +1 more source
Non-Targeted Hyperspectral Imaging Screening of Adulterants and Congeneric Species in <i>Fritillaria</i> Using a Deep Spectral Autoencoder. [PDF]
Huang Z +8 more
europepmc +1 more source
Citri Reticulatae Pericarpium (CRP) samples undergo authentic processing through natural air drying and preservation, whereas counterfeit CRP can be produced through high‐temperature treatment, chemical agents, dyeing, or acid–alkali processing. Vis/NIR spectral analysis combined with WGAN‐GP augmentation and Inception‐ResNet classification captures ...
Chao Ma +6 more
wiley +1 more source
Hyperspectral imaging with machine learning for non-destructive prediction of quality attributes in Lanzhou frozen pears. [PDF]
Qiao W +5 more
europepmc +1 more source
Mechanophores for Mechano‐Imaging in Polymeric Materials
Mechanophore‐based mechanochromic systems convert mechanical forces in polymers into optical signals, enabling direct imaging of stress localization and molecular damage. This perspective highlights recent advances in mechanophore design and their use to probe local mechanics across diverse polymer matrices, and concludes by outlining opportunities for
Jess M. Clough
wiley +1 more source
Hyperspectral phenotyping reveals the genetic basis of grain quality in rice. [PDF]
Hu W +13 more
europepmc +1 more source

