Remote Sensing Object Detection Based on Strong Feature Extraction and Prescreening Network
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2023.3236777
Abstract: Remote sensing object detection has been an important and challenging research hot spot in computer vision that is widely used in military and civilian fields. Recently, the combined detection model of convolutional neural network (CNN)… read more here.
Keywords: remote sensing; sensing object; detection; object detection ... See more keywords
Transformer Based Remote Sensing Object Detection With Enhanced Multispectral Feature Extraction
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2023.3276052
Abstract: As a convention, satellites and drones are equipped with sensors of both the visible light spectrum and the infrared (IR) spectrum. However, existing remote sensing object detection methods mostly use RGB images captured by the… read more here.
Keywords: object detection; sensing object; multispectral feature; remote sensing ... See more keywords
Diversity Consistency Learning for Remote-Sensing Object Recognition With Limited Labels
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3210980
Abstract: Annotating remote-sensing object recognition needs high professionalism, and thus limited labeled samples are available. Suffering from this, general remote-sensing object recognition methods are facing low recognition accuracy. Addressing this issue, this article proposes a diversity… read more here.
Keywords: recognition; remote sensing; sensing object; object recognition ... See more keywords
A Lightweight Multiscale Feature Fusion Network for Remote Sensing Object Counting
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2023.3238185
Abstract: In recent decades, remote sensing object counting has attracted increasing attention from academia and industry due to its potential benefits in urban traffic, public safety, and road planning. However, this issue is becoming a challenge… read more here.
Keywords: network; fusion; remote sensing; sensing object ... See more keywords