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   Articles with "scene classification" as a keyword



Tourism scene classification based on multi-stage transfer learning model

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recommendations! Published in 2018 at "Neural Computing and Applications"

DOI: 10.1007/s00521-018-3351-2

Abstract: In the past, many researchers focus on scene classification in computer vision, because it is an important problem. Tourism scene classification, however, has not been paid attention to in the field of computer vision. In… read more here.

Keywords: tourism; scene classification; stage transfer; scene ... See more keywords

Scene Classification Using Multi-Resolution WAHOLB Features and Neural Network Classifier

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recommendations! Published in 2017 at "Neural Processing Letters"

DOI: 10.1007/s11063-017-9614-6

Abstract: This article approaches scene classification problem by proposing an enhanced bag of features (BoF) model and a modified radial basis function neural network (RBFNN) classifier. The proposed BoF model integrates the image features extracted by… read more here.

Keywords: scene classification; classification; classifier; multi resolution ... See more keywords
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UFS-LSTM: unsupervised feature selection with long short-term memory network for remote sensing scene classification

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recommendations! Published in 2021 at "Evolutionary Intelligence"

DOI: 10.1007/s12065-021-00660-4

Abstract: The aim of this research is to perform remote sensing scene classification, because it supports numerous strategic research fields like land use and land cover monitoring. However, classifying an enormous amount of remote sensing data… read more here.

Keywords: scene classification; classification; network; feature ... See more keywords
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Scene perception based visual navigation of mobile robot in indoor environment

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recommendations! Published in 2020 at "ISA Transactions"

DOI: 10.1016/j.isatra.2020.10.023

Abstract: Only vision-based navigation is the key of cost reduction and widespread application of indoor mobile robot. Consider the unpredictable nature of artificial environments, deep learning techniques can be used to perform navigation with its strong… read more here.

Keywords: visual navigation; scene classification; perception; navigation ... See more keywords

SceneNet: Remote sensing scene classification deep learning network using multi-objective neural evolution architecture search

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recommendations! Published in 2021 at "Isprs Journal of Photogrammetry and Remote Sensing"

DOI: 10.1016/j.isprsjprs.2020.11.025

Abstract: Abstract The scene classification approaches using deep learning have been the subject of much attention for remote sensing imagery. However, most deep learning networks have been constructed with a fixed architecture for natural image processing,… read more here.

Keywords: architecture; scene classification; network; remote sensing ... See more keywords

Bidirectional adaptive feature fusion for remote sensing scene classification

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recommendations! Published in 2019 at "Neurocomputing"

DOI: 10.1016/j.neucom.2018.03.076

Abstract: Abstract Scene classification has become an effective way to interpret the High Spatial Resolution (HSR) remote sensing images. Recently, Convolutional Neural Networks (CNN) have been found to be excellent for scene classification. However, only using… read more here.

Keywords: bidirectional adaptive; scene classification; feature; remote sensing ... See more keywords

Scene classification from remote sensing images using mid-level deep feature learning

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recommendations! Published in 2019 at "International Journal of Remote Sensing"

DOI: 10.1080/01431161.2019.1667551

Abstract: ABSTRACT Traditional remote sensing scene classification methods based on low-level local or global features easily lead to information loss, additionally, the influence of spatial correlation on scene images and the redundancy of feature representation are… read more here.

Keywords: scene classification; scene; melasc cnn; level ... See more keywords

Transformer based ensemble deep learning approach for remote sensing natural scene classification

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recommendations! Published in 2024 at "International Journal of Remote Sensing"

DOI: 10.1080/01431161.2024.2343141

Abstract: ABSTRACT Very high resolution (VHR) remote sensing (RS) image classification is paramount for detailed Earth’s surface analysis. Feature extraction from VHR natural scenes is crucial, but it becomes a challenging task because of the overlapping… read more here.

Keywords: deep learning; scene classification; classification; remote sensing ... See more keywords

RS-DeepSuperLearner: fusion of CNN ensemble for remote sensing scene classification

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recommendations! Published in 2023 at "Annals of GIS"

DOI: 10.1080/19475683.2023.2165544

Abstract: ABSTRACT Scene classification is an important problem in remote sensing (RS) and has attracted a lot of research in the past decade. Nowadays, most proposed methods are based on deep convolutional neural network (CNN) models,… read more here.

Keywords: scene classification; cnn; cnn models; deepsuperlearner ... See more keywords
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A Deep Learning Model Based on Multi-Objective Particle Swarm Optimization for Scene Classification in Unmanned Aerial Vehicles

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recommendations! Published in 2020 at "IEEE Access"

DOI: 10.1109/access.2020.3011502

Abstract: Recently, the increase in inexpensive and compact unmanned aerial vehicles (UAVs) and light-weight imaging sensors has led to an interest in using them in various remote sensing applications. The processes of collecting, calibrating, registering, and… read more here.

Keywords: scene classification; classification; aerial vehicles; unmanned aerial ... See more keywords

Knowledge Distillation in Acoustic Scene Classification

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recommendations! Published in 2020 at "IEEE Access"

DOI: 10.1109/access.2020.3021711

Abstract: Common acoustic properties that different classes share degrades the performance of acoustic scene classification systems. This results in a phenomenon where a few confusing pairs of acoustic scenes dominate a significant proportion of all misclassified… read more here.

Keywords: acoustic scene; scene classification; knowledge; classification ... See more keywords