Tourism scene classification based on multi-stage transfer learning model
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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
UFS-LSTM: unsupervised feature selection with long short-term memory network for remote sensing scene classification
Sign Up to like & getrecommendations! 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
Scene perception based visual navigation of mobile robot in indoor environment
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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
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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
RS-DeepSuperLearner: fusion of CNN ensemble for remote sensing scene classification
Sign Up to like & getrecommendations! 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
A Deep Learning Model Based on Multi-Objective Particle Swarm Optimization for Scene Classification in Unmanned Aerial Vehicles
Sign Up to like & getrecommendations! 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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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
Few-Shot Scene Classification With Multi-Attention Deepemd Network in Remote Sensing
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2020.3044192
Abstract: Recently, methods of scene classification that are based on deep learning have become increasingly mature in remote sensing. However, training an excellent deep learning model for remote sensing scene classification requires a large number of… read more here.
Keywords: remote sensing; attention; scene classification; scene ... See more keywords