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Advanced Deep Learning Strategies for the Analysis of Remote Sensing Images
| Advanced Deep Learning Strategies for the Analysis of Remote Sensing Images |
| Autore | Bazi Yakoub |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (438 p.) |
| Soggetto topico | Research & information: general |
| Soggetto non controllato |
synthetic aperture radar
despeckling multi-scale LSTM sub-pixel high-resolution remote sensing imagery road extraction machine learning DenseUNet scene classification lifting scheme convolution CNN image classification deep features hand-crafted features Sinkhorn loss remote sensing text image matching triplet networks EfficientNets LSTM network convolutional neural network water identification water index semantic segmentation high-resolution remote sensing image pixel-wise classification result correction conditional random field (CRF) satellite object detection neural networks single-shot deep learning global convolution network feature fusion depthwise atrous convolution high-resolution representations ISPRS vaihingen Landsat-8 faster region-based convolutional neural network (FRCNN) single-shot multibox detector (SSD) super-resolution remote sensing imagery edge enhancement satellites open-set domain adaptation adversarial learning min-max entropy pareto ranking SAR Sentinel–1 Open Street Map U–Net desert road infrastructure mapping monitoring deep convolutional networks outline extraction misalignments nearest feature selector hyperspectral image classification two stream residual network Batch Normalization plant disease detection precision agriculture UAV multispectral images orthophotos registration 3D information orthophotos segmentation wildfire detection convolutional neural networks densenet generative adversarial networks CycleGAN data augmentation pavement markings visibility framework urban forests OUDN algorithm object-based high spatial resolution remote sensing Generative Adversarial Networks post-disaster building damage assessment anomaly detection Unmanned Aerial Vehicles (UAV) xBD feature engineering orthophoto unsupervised segmentation |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557747903321 |
Bazi Yakoub
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Multimedia Cartography
| Multimedia Cartography |
| Autore | Medynska-Gulij Beata |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (282 p.) |
| Soggetto topico |
Research & information: general
Geography |
| Soggetto non controllato |
cartographic design
animated map people gathering presentation orthophoto dot distribution map buffer map drone image expert opinion objective effectiveness multiperspective cartographic visualization usefulness of visualizations pedestrian tracks complementary visualizations time–spatial behavior space–time paths trajectories set of visualizations sightseeing spot recommendation system social networking service (SNS) web-geographic information systems (GIS) recommendation system visiting frequency sightseeing spot information multimedia cartography web map graphical user interface eye-tracking UI/UX freeway junction topographic maps from the 19th century interactive web map Leaflet GeoJSON dashboard spatiotemporal analysis usability evaluation of cartographic multimedia gamer opinion immersion way graphical enrichment medieval stronghold virtual reality design process historico-geographical space cultural heritage engineering education image stitching information technology multimedia panorama thematic map mapping techniques transformation land use UAV geometric representation pedestrian chorochromatic maps dot map heat map mini-map virtual stronghold walking teleportation medium effectiveness Unity topographical space gamer gameplay eye tracking 3D printing topography terrain elevation geoscience education web Python Earth Engine open source effectiveness responsive GUI GUI effectiveness index road map route memorizing cartography choropleth map animation local outliers generalization animation spatial visualization multimedia cartographic product medium efficiency medium attractiveness |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910566462303321 |
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Medynska-Gulij Beata
|
||
| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||