CGC-NET: Aircraft Detection in Remote Sensing Images Based on Lightweight Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2022.3159981
Abstract: In the past few years, aircraft detection in remote sensing (RS) images has been an important research hotspot, and it is very crucial in plenty of military applications. Based on the high computational cost of… read more here.
Keywords: aircraft; cgc net; remote sensing; aircraft detection ... See more keywords
Quickest Detection of Intermittent Signals With Application to Vision-Based Aircraft Detection
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Control Systems Technology"
DOI: 10.1109/tcst.2018.2872468
Abstract: In this brief, we consider the problem of quickly detecting changes in an intermittent signal that can (repeatedly) switch between a normal and an anomalous state. We pose this intermittent signal detection (ISD) problem as… read more here.
Keywords: vision based; aircraft detection; detection; isd rule ... See more keywords
Scattering Enhanced Attention Pyramid Network for Aircraft Detection in SAR Images
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2020.3027762
Abstract: Aircraft detection in synthetic aperture radar (SAR) images is a challenging task because of the discreteness, variability, and interference of aircraft scattering features. This article proposes a new hybrid approach of scattering information enhancement (SIE)… read more here.
Keywords: aircraft; attention; pyramid network; aircraft detection ... See more keywords
Attentional Feature Refinement and Alignment Network for Aircraft Detection in SAR Imagery
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2021.3139994
Abstract: Aircraft detection in synthetic aperture radar (SAR) imagery is a challenging task in SAR automatic target recognition (SAR ATR) areas due to aircraft’s extremely discrete appearance, obvious intraclass variation, small size, and serious background’s interference.… read more here.
Keywords: network; aircraft; feature; aircraft detection ... See more keywords
Geospatial Transformer Is What You Need for Aircraft Detection in SAR Imagery
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3162235
Abstract: Although deep learning techniques have achieved noticeable success in aircraft detection, the scale heterogeneity, position difference, complex background interference, and speckle noise keep aircraft detection in large-scale synthetic aperture radar (SAR) images challenging. To solve… read more here.
Keywords: geospatial transformer; aircraft; detection; aircraft detection ... See more keywords
Sensor Fusion for Aircraft Detection at Airport Ramps Using Conditional Random Fields
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3157809
Abstract: Self-driving baggage tractors on airport ramps or aprons enable better airport operation procedures and support the expansion of the aviation market. Airport ramps have unique mobility requirements in terms of layout, population, demand, and patterns.… read more here.
Keywords: airport; airport ramps; fusion; aircraft detection ... See more keywords
Synthetic aperture radar image aircraft detection based on target spatial imaging characteristics
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Electronic Imaging"
DOI: 10.1117/1.jei.32.2.021608
Abstract: Abstract. With the development of artificial intelligence and synthetic aperture radar (SAR) imaging technology, methods based on deep learning have been gradually applied to SAR image aircraft detection. However, due to the special SAR imaging… read more here.
Keywords: synthetic aperture; aircraft; detection; aircraft detection ... See more keywords