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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 Hyperspectral Data Exploitation
| Advances in Hyperspectral Data Exploitation |
| Autore | Chang Chein-I |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (434 p.) |
| Soggetto topico |
History of engineering & technology
Technology: general issues |
| Soggetto non controllato |
air temperature
anomaly detection atmospheric transmittance attention mechanism band selection band selection (BS) boundary-aware constraint carbon dioxide absorption change detection channel augmented attention classification coffee beans color formation models constrained energy minimization (CEM) constrained sparse representation constrained-target optimal index factor band selection (CTOIFBS) constraint representation convolutional neural network data augmentation data fusion deep convolutional neural networks deep learning denoising emissivity evolutionary computation FTIR fused features generative adversarial network heuristic algorithms hyperspectral hyperspectral image hyperspectral image classification hyperspectral image few-shot classification hyperspectral image super-resolution hyperspectral imagery hyperspectral imagery classification hyperspectral images hyperspectral imaging hyperspectral imaging (HSI) hyperspectral imaging data hyperspectral reconstruction hyperspectral remote sensing hyperspectral target detection hyperspectral unmixing image classification image fusion insect damage joint tensor decomposition least square estimation lightweight convolutional neural networks machine learning meta-learning midwave infrared mine environment moving target detection multi-source image fusion multiscale decision fusion multispectral image MWIR nonlinear unmixing plug-and-play relation network residual augmented attentional u-shape network rice rice leaf blast rice leaf folder self-supervised learning self-supervised training separation SFIM spatial augmented attention spatial filter spatial measurement spatio-temporal processing spectral reconstruction spectral-spatial residual network superpixel segmentation target detection temperature transfer learning underwater hyperspectral target detection underwater spectral imaging system unmanned aerial vehicles (UAVs) upland swamps vegetation vegetation mapping visualization |
| ISBN | 3-0365-5796-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910637782203321 |
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Chang Chein-I
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| 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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Advances of Future IoE Wireless Network Technology
| Advances of Future IoE Wireless Network Technology |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2023 |
| Descrizione fisica | 1 online resource (190 p.) |
| Soggetto topico |
History of engineering and technology
Technology: general issues |
| Soggetto non controllato |
advanced metering infrastructure
anomaly detection Artificial Neural Network autoencoder autonomous car carbon reduction computing in memory consensus mechanism convolution neural network Customer-to-Business data imbalance deep learning digital transformation distributed arithmetic donkey car edge computing energy saving enhanced machine type communication (eMTC) ensemble learning EU general data protection regulation (GDPR) face aging FaceNet GAN generative adversarial network image processing Internet of Things Internet of Things (IoT) k-nearest neighbor (KNN) lightweight neural network low-voltage users machine learning massive machine type communications (mMTC) missing child MRAM n/a processing in memory repetition ResNet SCADA self-driving car skin condition detection SOT-MRAM StyleGAN2 support vector machine (SVM) tool wear transfer learning vendor-managed inventory |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910743278503321 |
| MDPI - Multidisciplinary Digital Publishing Institute, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Mathematics and Computational Physics
| Applied Mathematics and Computational Physics |
| Autore | Wood Aihua |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (273 p.) |
| Soggetto topico |
Mathematics & science
Research & information: general |
| Soggetto non controllato |
annular regime
anomaly detection artificial intelligence Boltzmann equation chaotic oscillator collision integral complex regions computer arithmetic conservation constricted channel convergence convolutional neural network convolutional neural networks (CNN) data assimilation deep learning dual energy technique dual solutions feature extraction finite difference method finite difference methods finite element analysis finite elements analysis finite-difference methods flow pulsation parameter FPGA Gallium-Arsenide (GaAs) genetic algorithms heat transfer high dimensional data high strain rate impact hybrid nanofluid lebesgue constant machine learning metaheuristic optimization MHD MHD pulsatile flow micropolar fluid model order reduction modeling and simulation multi-step method multilayer perceptrons multiple integral finite volume method neural networks node sampling non-isothermal non-uniform grids one-step method petroleum pipeline prescribed heat flux principal component analysis (PCA) quaternion neural networks radial basis functions radiation radiation-based flowmeter RBF-FD Rosenau-KdV scale layer-independent shrinking surface similarity solutions smoothed particle hydrodynamics solvability stability analysis strouhal number time domain transmission electron microscopy (TEM) traveling waves two-phase flow volume fraction welding |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557337303321 |
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Wood Aihua
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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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Archaeological Remote Sensing in the 21st Century: (Re)Defining Practice and Theory
| Archaeological Remote Sensing in the 21st Century: (Re)Defining Practice and Theory |
| Autore | Verhoeven Geert |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (218 p.) |
| Soggetto topico |
Archaeology
Biography and non-fiction prose |
| Soggetto non controllato |
airborne laser scanning
alluvial sediments ALS amplitude anomaly detection archaeological prospection archaeological remote sensing archaeological survey archaeology arid environments blend modes chert sourcing citizen science cropmarks cultural context cultural heritage monitoring deep learning digital elevation model empirical knowledge geomorphological/pedological background GIS heritage management historic mining hyperspectral data Landsat 8 lidar LiDAR lithic procurement lithological mapping Martin Heidegger mimesis MNF n/a radiative transfer model radiometric calibration reflectance relief mapping remote sensing archaeology satellite archaeology satellite mission design satellite remote sensing Sicily soil spatial infrastructure statistical methods submerged areas technology The Netherlands transfer learning visualization |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Archaeological Remote Sensing in the 21st Century |
| Record Nr. | UNINA-9910674394303321 |
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Verhoeven Geert
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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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Hyperspectral Imaging and Applications
| Hyperspectral Imaging and Applications |
| Autore | Chang Chein-I |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (632 p.) |
| Soggetto topico |
History of engineering & technology
Technology: general issues |
| Soggetto non controllato |
90° yaw imaging
adaptive window Africa agroforestry AHS airborne laser scanning algebraic multigrid methods anomaly detection AVIRIS band expansion process (BEP) band grouping band selection band selection (BS) band subset selection (BSS) biodiversity class imbalance classification composite kernel constrained energy minimization constrained energy minimization (CEM) correlation band expansion process (CBEP) data fusion data integration data unmixing data-guided constraints deep belief networks deep learning deep pipelined background statistics Dunhuang site endmember extraction ensemble learning evenness fire severity Gram-Schmidt orthogonalization graph hashing ensemble hierarchical feature high-level synthesis HyMap hyperspectral hyperspectral classification hyperspectral compression hyperspectral detection hyperspectral image hyperspectral image (HSI) hyperspectral image classification hyperspectral imagery hyperspectral images (HSIs) hyperspectral imaging hyperspectral pansharpening hyperspectral unmixing image enhancement image fusion imaging spectroscopy in situ measurements intrinsic image decomposition irradiance-based method iterative algorithm iterative CEM (ICEM) KSVD label propagation linearly constrained minimum variance (LCMV) local abundance local summation RX detector (LS-RXD) lossy compression machine learning mineral mapping minimum noise fraction multiscale spatial information multiscale union regions adaptive sparse representation (MURASR) nonlinear band expansion (NBE) nonnegative matrix factorization nuclear norm on-board compression optical spectral region orthogonal projections Otsu's method panchromatic panchromatic image parallel processing peatland progressive sample processing (PSP) prototype space raw material real-time processing recursive anomaly detection reflectance-based method remote sensing rolling guidance filtering (RGF) rotation forest semi-supervised learning semi-supervised local discriminant analysis sequential LCMV-BSS (SQ LCMV-BSS) sliding window sparse coding sparse unmixing sparseness spectral mixture analysis spectral variability spectral-spatial classification sprout detection structure tensor successive LCMV-BSS (SC LCMV-BSS) superpixel SVM target detection terrestrial hyperspectral imaging texture feature enhancement thermal infrared spectral region tree species tree-based ensemble vegetation type vicarious calibration vineyard water stress weighted fusion weighted least squares filter |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910585941603321 |
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Chang Chein-I
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Industry and Tertiary Sectors towards Clean Energy Transition
| Industry and Tertiary Sectors towards Clean Energy Transition |
| Autore | Toro Claudia |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (248 p.) |
| Soggetto topico |
History of engineering & technology
Technology: general issues |
| Soggetto non controllato |
anomaly detection
best-mix solution cement clean energy technologies clean-energy technologies dairy industry decarbonisation economic analysis EES systems energy analysis energy audit energy audits (EAs) energy efficiency energy efficiency improvements energy efficiency in economic sectors energy management energy management systems energy performance improved actions (EPIAs) energy performance indicators (EnPI) energy policies and regulations energy transition energy-saving technologies EnPIs environmental analysis European Green Deal financial instruments fit for 55 foundry manufacturing plant greenhouse gas health sector industry Italian overview load leveling manufacturing industry Monte Carlo simulation oil refining optimal operation algorithm optimization organic rankine cycle patent family predictive maintenance principal component analysis PV cell production line rarity index refineries renewable energy sources revealed technological advantages specific energy consumption (SEC) steam rankine cycle technological sovereignty tertiary sector waste heat recovery waste heat survey |
| ISBN | 3-0365-4904-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910619465203321 |
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Toro Claudia
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| MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Information Theory and Its Application in Machine Condition Monitoring
| Information Theory and Its Application in Machine Condition Monitoring |
| Autore | Li Yongbo |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (194 p.) |
| Soggetto topico |
History of engineering and technology
Technology: general issues |
| Soggetto non controllato |
adaptive particle swarm optimization (APSO)
anomaly detection bearing combined fault diagnosis cubic spline interpolation envelope D-S evidence theory deep learning domain adaptation empirical wavelet transform fault detection fault diagnosis gearbox grey wolf optimizer Huffman-multi-scale entropy (HMSE) improved artificial bee colony algorithm information fusion JS divergence kernel density estimation low pass FIR filter LSSVM machine vision misalignment MobileNetV3 multi-source heterogeneous fusion n/a optimal bandwidth partial transfer peak extraction rail surface defect detection rotating machinery satellite momentum wheel signal interception subdomain support vector machine support vector machine (SVM) transfer learning wind turbines YOLOv4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910566460803321 |
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Li Yongbo
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Information Theory and Machine Learning
| Information Theory and Machine Learning |
| Autore | Zheng Lizhong |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (254 p.) |
| Soggetto topico |
Technology: general issues
History of engineering & technology |
| Soggetto non controllato |
supervised classification
independent and non-identically distributed features analytical error probability empirical risk generalization error K-means clustering model compression population risk rate distortion theory vector quantization overfitting information criteria entropy model-based clustering merging mixture components component overlap interpretability time series prediction finite state machines hidden Markov models recurrent neural networks reservoir computers long short-term memory deep neural network information theory local information geometry feature extraction spiking neural network meta-learning information theoretic learning minimum error entropy artificial general intelligence closed-loop transcription linear discriminative representation rate reduction minimax game fairness HGR maximal correlation independence criterion separation criterion pattern dictionary atypicality Lempel–Ziv algorithm lossless compression anomaly detection information-theoretic bounds distribution and federated learning |
| ISBN | 3-0365-5308-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910619463403321 |
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Zheng Lizhong
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| MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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