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

Autore	Matese Alessandro
Pubbl/distr/stampa	Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020
Descrizione fisica	1 online resource (184 p.)
Soggetto topico	Biology, life sciences Forestry & related industries Research & information: general
Soggetto non controllato	Accuracy Assessment ancient trees measurement biomass evaluation burn severity Castanea sativa central Oregon classification convolutional neural network convolutional neural network (CNN) ecohydrology end-to-end learning establishment survey forest fire forest inventory forest modeling forest regeneration Forest Sampling forestry applications hyperspectral imagery image processing juniper woodlands leaf-off leaf-on machine learning Mauritia flexuosa multispectral classification multispectral image object-based image analysis (OBIA) photogrammetric point clouds Photogrammetry precision agriculture precision forestry rangelands Reference Data reforestation remote sensing Remote Sensing reproduction RGB imagery Robinia pseudoacacia L. seedling detection seedling stand inventorying semantic segmentation short rotation coppice spreading structure from motion (SfM) Thematic Mapping tree age prediction UAV UAV photogrammetry unmanned aerial system (UAS) unmanned aerial systems Unmanned Aerial Systems (UAS) unmanned aerial vehicles unmanned aerial vehicles (UAV) Unmanned Aerial Vehicles (UAV)
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Altri titoli varianti	Forestry Applications of Unmanned Aerial Vehicles
Record Nr.	UNINA-9910557112103321

Autore	Wang Qi
Pubbl/distr/stampa	MDPI - Multidisciplinary Digital Publishing Institute, 2019
Descrizione fisica	1 electronic resource (414 pages)
Soggetto topico	Computer science
Soggetto non controllato	metadata image classification sensitivity analysis ROI detection residual learning image alignment adaptive convolutional kernels Hough transform class imbalance land surface temperature inundation mapping multiscale representation object-based convolutional neural networks scene classification morphological profiles hyperedge weight estimation hyperparameter sparse representation semantic segmentation vehicle classification flood Landsat imagery target detection multi-sensor building damage detection optimized kernel minimum noise fraction (OKMNF) sea-land segmentation nonlinear classification land use SAR imagery anti-noise transfer network sub-pixel change detection Radon transform segmentation remote sensing image retrieval TensorFlow convolutional neural network particle swarm optimization optical sensors machine learning mixed pixel optical remotely sensed images object-based image analysis very high resolution images single stream optimization ship detection ice concentration online learning manifold ranking dictionary learning urban surface water extraction saliency detection spatial attraction model (SAM) quality assessment Fuzzy-GA decision making system land cover change multi-view canonical correlation analysis ensemble land cover semantic labeling sparse representation dimensionality expansion speckle filters hyperspectral imagery fully convolutional network infrared image Siamese neural network Random Forests (RF) feature matching color matching geostationary satellite remote sensing image change feature analysis road detection deep learning aerial images image segmentation aerial image multi-sensor image matching HJ-1A/B CCD endmember extraction high resolution multi-scale clustering heterogeneous domain adaptation hard classification regional land cover hypergraph learning automatic cluster number determination dilated convolution MSER semi-supervised learning gate Synthetic Aperture Radar (SAR) downscaling conditional random fields urban heat island hyperspectral image remote sensing image correction skip connection ISPRS spatial distribution geo-referencing Support Vector Machine (SVM) very high resolution (VHR) satellite image classification ensemble learning synthetic aperture radar conservation convolutional neural network (CNN) THEOS visible light and infrared integrated camera vehicle localization structured sparsity texture analysis DSFATN CNN image registration UAV unsupervised classification SVMs SAR image fuzzy neural network dimensionality reduction GeoEye-1 feature extraction sub-pixel energy distribution optimizing saliency analysis deep convolutional neural networks sparse and low-rank graph hyperspectral remote sensing tensor low-rank approximation optimal transport SELF spatiotemporal context learning Modest AdaBoost topic modelling multi-seasonal Segment-Tree Filtering locality information GF-4 PMS image fusion wavelet transform hashing machine learning techniques satellite images climate change road segmentation remote sensing tensor sparse decomposition Convolutional Neural Network (CNN) multi-task learning deep salient feature speckle canonical correlation weighted voting fully convolutional network (FCN) despeckling multispectral imagery ratio images linear spectral unmixing hyperspectral image classification multispectral images high resolution image multi-objective convolution neural network transfer learning 1-dimensional (1-D) threshold stability Landsat kernel method phase congruency subpixel mapping (SPM) tensor MODIS GSHHG database compressive sensing
ISBN	9783038976851 3038976857
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Record Nr.	UNINA-9910367755603321

Autore	Paraforos Dimitrios
Pubbl/distr/stampa	MDPI - Multidisciplinary Digital Publishing Institute, 2022
Descrizione fisica	1 online resource (324 p.)
Soggetto topico	Geography Research & information: general
Soggetto non controllato	1D convolution neural networks 3D bale wrapping method 3D Convolutional Neural Network agricultural monitoring agriculture algorithms anomaly intrusion detection artificial neural network autonomous robots band selection Bidirectional long-short term memory Boufakrane River watershed canopy conductance CCA chlorophyll a chlorophyll-a concentration climate change clustering CNN coastal management Coatzacoalcos Comino computer vision convolutional neural networks Copernicus Sentinels crop classification crop fields crop mapping crop yield improvement crops crops diseases cubic SVM cucumber data analysis data augmentation data fusion deep learning deep transfer learning density estimation dissolved oxygen drone entropy environmental monitoring environmental protection equal bale dimensions evapotranspiration Explainable Artificial Intelligence Faster R-CNN features fusion food security forest roads geographic information system (GIS) GIS Google Earth Engine Gozo green ring green technologies guava disease histogram hyperparameter optimization hyperspectral hyperspectral imagery hyperspectral imaging hyperspectral remoting sensing IDS image classification internet of things Internet of Things internode-elongation Interreg invasive plants IoT IoT ecosystem irrigation requirements land use land use classification Land Use/Land Cover Landsat leaf disease LISS-III machine learning machine learning algorithm machine vision Malta mango leaf mathematical model metaheuristic minimal film consumption modeling modeling approach modified normalized difference water index (MNDWI) modular robot multi-temporal data multispectral natural resources NDVI nitrate nitrogen prediction normalized difference vegetation index (NDVI) object-based classification optimal bale dimensions ordinary kriging ordinary Kriging overfitting panicle initiation path planning penman-monteith equation pest control photogrammetry plant disease detection pocket beaches precision agriculture probe proximal sensing random forest rational sampling numbers remote sensing resource constraint RF rice farming rice plant round bales sampling SAR satellite image analysis selective spraying sensor Sentinel 1 and 2 Sentinel-1a Sentinel-2 Sicily simulation site-specific site-specific weed management smart agriculture soil attribute soil pH soil tillage spatial heterogeneity spatial variation sustainable agriculture sustainable environment sustainable land use SVM Synthetic Aperture Radar (SAR) systematic literature review temperature profile time series analysis transfer learning urban flood vein pattern virtual pests Vision Transformer vision-based crop and weed detection water extraction water quality water resources weed YOLOv5 Ziz basin
ISBN	3-0365-5338-X
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Altri titoli varianti	Sustainable Agriculture and Advances of Remote Sensing
Record Nr.	UNINA-9910619464703321