Botany | Medicinal Plants | Quality Control The Identification of Species Using Hyperspectral Imaging with Enhanced One-Dimensional Convolutional Neural Networks via Attention Mechanism. November 25, 2023
Chemometrics | Food Science | Quality Control Non-destructive prediction of isoflavone and starch by hyperspectral imaging and deep learning in Puerariae Thomsonii Radix. November 13, 2023
Agriculture | Computer Vision | Seed Science Rice seed vigor detection based on near-infrared hyperspectral imaging and deep transfer learning. November 8, 2023
Other Metasurface-empowered snapshot hyperspectral imaging with convex/deep (CODE) small-data learning theory. November 2, 2023
Computer Vision | Plant Science | Precision Agriculture | Remote Sensing Modeling the spatial-spectral characteristics of plants for nutrient status identification using hyperspectral data and deep learning methods. November 1, 2023
Deep Learning | Image processing | Remote Sensing Lightweight 3D Dense Autoencoder Network for Hyperspectral Remote Sensing Image Classification. October 28, 2023
Computer Vision | Remote Sensing Progressive Spatial Information-Guided Deep Aggregation Convolutional Network for Hyperspectral Spectral Super-Resolution. October 27, 2023
Food Science | Image Analysis Comparison of 2D and 3D convolutional neural networks in hyperspectral image analysis of fruits applied to orange bruise detection. October 25, 2023
Agriculture | Botany | Data Science Hyperspectral signature-band extraction and learning: an example of sugar content prediction of Syzygium samarangense. September 12, 2023
Agricultural Science | Computer Science | Image processing A deep learning model for rapid classification of tea coal disease. September 9, 2023
Quality Control | Traditional Chinese Medicine Identification of Turtle-Shell Growth Year Using Hyperspectral Imaging Combined with an Enhanced Spatial-Spectral Attention 3DCNN and a Transformer. September 9, 2023
Herbal Medicine | Machine Learning | Traditional Chinese Medicine Identification of growth years for Puerariae Thomsonii Radix based on hyperspectral imaging technology and deep learning algorithm. August 31, 2023