Detecting and classifying minor bruised potato based on hyperspectral imaging
Sign Up to like & getrecommendations! Published in 2018 at "Chemometrics and Intelligent Laboratory Systems"
DOI: 10.1016/j.chemolab.2018.04.002
Abstract: Abstract Potato with minor bruise is difficult to be detected in the process of damage identification and is perishable in storage, thus leading to a serious problem of food safety and economic issue. In view… read more here.
Keywords: hyperspectral imaging; potato; based hyperspectral; bruise ... See more keywords
Ground-based hyperspectral analysis of the urban nightscape
Sign Up to like & getrecommendations! Published in 2017 at "Isprs Journal of Photogrammetry and Remote Sensing"
DOI: 10.1016/j.isprsjprs.2016.12.004
Abstract: Airborne hyperspectral cameras provide the basic information to estimate the energy wasted skywards by outdoor lighting systems, as well as to locate and identify their sources. However, a complete characterization of the urban light pollution… read more here.
Keywords: ground; hyperspectral analysis; ground based; based hyperspectral ... See more keywords
Metal object detection for electric vehicle inductive power transfer systems based on hyperspectral imaging
Sign Up to like & getrecommendations! Published in 2021 at "Measurement"
DOI: 10.1016/j.measurement.2020.108493
Abstract: Abstract With the rapid development of wireless charging technology for electric vehicles (EVs), metal object detection (MOD) in charging devices has been widely considered for the operational safety of the system. In this paper, a… read more here.
Keywords: based hyperspectral; metal object; metal; hyperspectral imaging ... See more keywords
A Deep Learning-Based Hyperspectral Keypoint Representation Method and Its Application for 3D Reconstruction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3197183
Abstract: In previous studies, the keypoints and their feature descriptors of a hyperspectral image have not received enough attention. Compared with RGB images, the rich feature information of a hyperspectral image can not only constrain the… read more here.
Keywords: feature descriptors; based hyperspectral; reconstruction; method ... See more keywords
An Evaluation of Convolutional Neural Networks for Lithological Mapping Based on Hyperspectral Images
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2024.3372138
Abstract: Hyperspectral remote sensing images are characterized by nanoscale spectral resolution and hundreds of continuous spectral bands, dominating significantly in geological applications ranging from lithological mapping to mineral exploration. A major challenge lies in how to… read more here.
Keywords: cnn; based hyperspectral; lithological mapping; mapping based ... See more keywords
A Graph-Based Hyperspectral Change Detection Framework Using Difference Augmentation and Progressive Reconstruction With Limited Labels
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2024.3403237
Abstract: Identifying land cover changes based on hyperspectral images (HSIs) has been a research hotspot in the field of remote sensing (RS). In recent years, deep-learning (DL)-based change detection (CD) methods have advanced the development of… read more here.
Keywords: information; difference augmentation; based hyperspectral; limited labels ... See more keywords
The Characteristic Analysis of ESDD and NSDD Detection of Composite Insulators Based on Hyperspectral Technology
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3244245
Abstract: Pollution flashover of insulators has been viewed as a common issue existing in the area of power systems for a long term. However, traditional detection methods such as equivalent salt density and leakage current (LC)… read more here.
Keywords: hyperspectral technology; nsdd detection; based hyperspectral; detection ... See more keywords
Evaluation Method for the UV Aging State of Composite Insulators Based on Hyperspectral Characteristic
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3248093
Abstract: Strong ultraviolet (UV) radiation is one of the main factors that lead to the aging of composite insulators of transmission lines in high-altitude areas, which has brought security risks to the operation of power systems.… read more here.
Keywords: state composite; aging state; surface; based hyperspectral ... See more keywords
Deep learning-based hyperspectral technique identifies metastatic lymph nodes in oral squamous cell carcinoma-A pilot study.
Sign Up to like & getrecommendations! Published in 2024 at "Oral diseases"
DOI: 10.1111/odi.15067
Abstract: AIMS To establish a system based on hyperspectral imaging and deep learning for the detection of cancer cells in metastatic lymph nodes. MAIN METHODS The continuous sections of metastatic lymph nodes from 45 oral squamous… read more here.
Keywords: deep learning; nodes oral; lymph nodes; based hyperspectral ... See more keywords
Exploring an application-oriented land-based hyperspectral target detection framework based on 3D–2D CNN and transfer learning
Sign Up to like & getrecommendations! Published in 2024 at "EURASIP Journal on Advances in Signal Processing"
DOI: 10.1186/s13634-024-01136-0
Abstract: An application-oriented land-based hyperspectral target detection framework based on 3D–2D CNN and transfer learning is proposed. Integrating multiple spectral similarity evaluation indicators to extract spectral features. Extracting spatial and spectral information from hyperspectral images using… read more here.
Keywords: detection; transfer learning; target detection; based hyperspectral ... See more keywords
Classification of Garlic (Allium sativum L.) Crops by Fertilizer Differences Using Ground-Based Hyperspectral Imaging System
Sign Up to like & getrecommendations! Published in 2024 at "Agriculture"
DOI: 10.3390/agriculture14081215
Abstract: In contemporary agriculture, enhancing the efficient production of crops and optimizing resource utilization have become paramount objectives. Garlic growth and quality are influenced by various factors, with fertilizers playing a pivotal role in shaping both… read more here.
Keywords: fertilizer application; ground based; imaging system; based hyperspectral ... See more keywords