Blar i Publikasjoner fra CRIStin - NTNU på tidsskrift "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
Viser treff 1-10 av 10
-
An Efficient Real-Time FPGA Implementation of the CCSDS-123 Compression Standard for Hyperspectral Images
(Journal article; Peer reviewed, 2018)Hyperspectral imaging (HSI) can extract information from scenes on the earth surface acquired by airborne or spaceborne sensors. On-board processing of HSI is characterized by large datasets on one side and limited processing ... -
Assessment Protocols and Comparison of Ordering Relations for Spectral Image Processing
(Journal article; Peer reviewed, 2018)Recent developments in hyperspectral sensors allow us to obtain high spectral and spatial resolutions that are close to the optical and physical structures of acquired surfaces. Consequently, hyperspectral imaging is used ... -
An Enhanced Lightweight Convolutional Neural Network for Ship Detection in Maritime Surveillance System
(Peer reviewed; Journal article, 2022)With the extensive application of artificial intelligence, ship detection from optical satellite remote sensing images using deep learning technology can significantly improve detection accuracy. However, the existing ... -
Evaluation of Sources of Artificial Light at Night With an Autonomous Payload in a Sounding Balloon Flight
(Peer reviewed; Journal article, 2023)The presence of artificial light at night is not only limiting astronomical observations but has been linked to negative effects on human health and behavior of wildlife. New measurement systems are therefore needed to ... -
An Integrated Parallel Inner Deep Learning Models Information Fusion With Bayesian Optimization for Land Scene Classification in Satellite Images
(Peer reviewed; Journal article, 2023)Classification of remote scenes in satellite imagery has many applications, such as surveillance, earth observation, etc. Classifying high-resolution remote sensing images in machine learning is a big challenge nowadays. ... -
Measuring Economic Activity From Space: A Case Study Using Flying Airplanes and COVID-19
(Peer reviewed; Journal article, 2021)This work introduces a novel solution to measure economic activity through remote sensing for a wide range of spatial areas. We hypothesize that disturbances in human behavior caused by major life-changing events leave ... -
A Multirepresentational Fusion of Time Series for Pixelwise Classification
(Peer reviewed; Journal article, 2020)This article addresses the pixelwise classification problem based on temporal profiles, which are encoded in 2-D representations based on recurrence plots, Gramian angular/ difference fields, and Markov transition field. ... -
Persistent Scatterer Analysis Using Dual-Polarization Sentinel-1 Data: Contribution From VH Channel
(Journal article; Peer reviewed, 2018)The regular acquisition and relatively short revisit time of Sentinel-1 satellite improve the capability of a persistent scatterer interferometric synthetic aperture radar (PS-InSAR) as a suitable geodetic method of choice ... -
S3AM: A Spectral-Similarity-Based Spatial Attention Module for Hyperspectral Image Classification
(Peer reviewed; Journal article, 2022)Recently, hyperspectral image (HSI) classification based on deep learning methods has attracted growing attention and made great progress . Convolutional neural networks based models, especially the residual networks ... -
A Two-Stage Approach for Individual Tree Segmentation From TLS Point Clouds
(Peer reviewed; Journal article, 2022)Individual tree segmentation in forest scenes provides a foundation for forest ecosystem modeling and biodiversity assessment applications. Existing approaches work well for cases where trees do not grow in layers. However, ...