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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 online resource (438 p.) |
| Soggetto topico | Research and information: general |
| Soggetto non controllato |
3D information
adversarial learning anomaly detection Batch Normalization building damage assessment CNN conditional random field (CRF) convolution convolutional neural network convolutional neural networks CycleGAN data augmentation deep convolutional networks deep features deep learning densenet DenseUNet depthwise atrous convolution desert despeckling edge enhancement EfficientNets faster region-based convolutional neural network (FRCNN) feature engineering feature fusion framework generative adversarial networks Generative Adversarial Networks global convolution network hand-crafted features high spatial resolution remote sensing high-resolution remote sensing image high-resolution remote sensing imagery high-resolution representations hyperspectral image classification image classification infrastructure ISPRS vaihingen Landsat-8 lifting scheme LSTM LSTM network machine learning mapping min-max entropy misalignments monitoring multi-scale nearest feature selector neural networks object detection object-based Open Street Map open-set domain adaptation orthophoto orthophotos registration orthophotos segmentation OUDN algorithm outline extraction pareto ranking pavement markings pixel-wise classification plant disease detection post-disaster precision agriculture remote sensing remote sensing imagery result correction road road extraction SAR satellite satellites scene classification semantic segmentation Sentinel-1 single-shot single-shot multibox detector (SSD) Sinkhorn loss sub-pixel super-resolution synthetic aperture radar text image matching triplet networks two stream residual network U-Net UAV multispectral images Unmanned Aerial Vehicles (UAV) unsupervised segmentation urban forests visibility water identification water index wildfire detection xBD |
| 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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Advances in Remote Sensing-based Disaster Monitoring and Assessment
| Advances in Remote Sensing-based Disaster Monitoring and Assessment |
| Autore | Im Jungho |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (232 p.) |
| Soggetto topico | Research and information: general |
| Soggetto non controllato |
accelerometer sensor
anomaly detection Beijing urban area building construction burn index chaparral ecosystem China compressible sediment layer debris flow deep learning deep neural network disaster monitoring dryness monitoring empirical model function flash flood floodplain delineation forest fire forest recovery gross primary production groundwater level Himawari-8 Himawari-8 AHI inaccessible region land subsidence Landsat-8 live fuel moisture LSSVM machine learning MODIS n/a NIR-Red spectral space PE PS-InSAR random forest remote sensing risk satellite remote sensing satellite vegetation indices SDE soil moisture South Korea Southern California threshold-based algorithm total precipitable water tropical cyclone formation uneven settlement vegetation index wildfire WindSat wireless sensor network XGBoost Xinjiang province of China |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557765003321 |
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Im Jungho
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Imaging Floods and Glacier Geohazards with Remote Sensing
| Imaging Floods and Glacier Geohazards with Remote Sensing |
| Autore | Cigna Francesca |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (266 p.) |
| Soggetto topico | Research and information: general |
| Soggetto non controllato |
ADCIRC
Bangladesh chlorophyll a cryosphere damage assessment disaster mapping displacements double bounce effect elevation change flood flood extent mapping flood mapping floods FPI fusion GEE GIS glacier collapse glacier lake evolution glacier monitoring glacier retreat glacier river glacier surge Google Earth Engine GRACE hazard Hurricane Harvey Hurricane Matthew inundation probability Landsat Landsat-8 laserscanning Lower Chenab Plain mass balance multi-spectral satellite data n/a NDWI offset tracking phytoplankton remote sensing rock fall rock-slope instability SAR image SAR intensity time series Secchi disk sediments Sentinel Sentinel 2 Sentinel-1 slope processes snow depth storage deficit supervised classification surface DEM synthetic aperture radar synthetic Aperture Radar synthetic aperture radar (SAR) terrestrial water storage anomaly Tibet UAV-structure from Motion urban flood mapping web application |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557770603321 |
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Cigna Francesca
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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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Multispectral and Hyperspectral Remote Sensing Data for Mineral Exploration and Environmental Monitoring of Mined Areas
| Multispectral and Hyperspectral Remote Sensing Data for Mineral Exploration and Environmental Monitoring of Mined Areas |
| Autore | Pour Amin Beiranvand |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (416 p.) |
| Soggetto topico |
Geography
Research & information: general |
| Soggetto non controllato |
Advanced Space borne Thermal Emission and Reflection Radiometer (ASTER)
Ahar-Arasbaran region Antarctica argillization ASTER band ratios Bayesian Network Classifiers Bowers Terrane canopy scale carbonate-hosted Pb-Zn mineralization Carlin-type Cartagena-La Unión copper-gold mineralization damage zones data fusion decarbonatization dimensionality reduction dolomite drill-core drones dust dispersion Egypt Egyptian Eastern Desert electrical resistivity imaging emissivity emissivity normalization method epithermal gold fuzzy logic fuzzy logic modeling geologic mapping gold mineralization Goldstrike High Arctic regions hydrothermal alteration hydrothermal/metasomatic alteration minerals hydrothermally altered zones hyperspectral hyperspectral imaging independent component analysis Iran Kashmar-Kerman tectonic zone (KKTZ) Landsat-7 ETM+ Landsat-8 listvenite machine learning magnetic Mar Menor metals mineral abundance mapping mineral association mineral exploration minimum noise fraction mining mining area multispectral multispectral and hyperspectral data multispectral and radar data Najd Fault System Northern Victoria Land phosphorite pixel scale polymetallic vein-type mineralization principal component analysis principal component analysis (PCA) relative band depth (RBD) remote sensing riverbed Sentinel 2 South Eastern Desert spectra structural control SWIR Synthetic Aperture Radar (SAR) data tailings the Inglefield Mobile Belt (IMB) Toroud-Chahshirin Magmatic Belt (TCMB) transpression and transtension zones UAV unmanned aerial systems Wadi Beitan-Wadi Rahaba WorldView-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557499703321 |
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Pour Amin Beiranvand
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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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Remote Sensing Data Compression
| Remote Sensing Data Compression |
| Autore | Lukin Vladimir |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (366 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
3D-CALIC
CCSDS CCSDS 123.0-B-2 compact data structure complexity compressed sensing compression impact compressive sensing computational complexity coupled dictionary crop classification DACs data compression EBCOT Elias codes FAPEC FPGA fully convolutional network GPU graph filterbanks graph signal processing group convolution HEVC high bit-depth compression hyperspectral hyperspectral image hyperspectral image coding hyperspectral images hyperspectral imaging hyperspectral scenes image classification image quality integer-to-integer transforms intra coding invertible projection JPEG 2000 JPEG2000 k2-raster k2-tree Landsat-8 learned compression lossless compression lossy compression M-CALIC multispectral multispectral image compression multispectral satellite images near-lossless hyperspectral image compression neural networks on board compression on-board compression on-board data compression on-board processing parallel computing partitioned extraction PCA PForDelta quadtree rate-distortion real time real-time compression real-time performance real-time transmission remote sensing remote sensing data compression Rice codes semantic segmentation Sentinel-2 Simple16 Simple9 singular value spectral image spectral-spatial feature synthetic aperture sonar task-driven learning tensor decomposition transform transform coding UAV UAVs underwater sonar imaging variational autoencoder visual quality metrics |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557383103321 |
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Lukin Vladimir
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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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