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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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Image and Video Processing and Recognition Based on Artificial Intelligence
| Image and Video Processing and Recognition Based on Artificial Intelligence |
| Autore | Park Kang Ryoung |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (431 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
emotion recognition
brain computer interface bag of deep features continuous wavelet transform face image analysis deep learning face parsing facial attributes classification building extraction convolutional neural networks mask R-CNN high-resolution remote sensing image autoencoders semi-supervised learning computer vision pathology epidermis skin image processing generative models generative adversarial net depth map super-resolution guidance residual network channel interaction pose estimation body orientation multi-person multi-task surface defect detection active learning generative adversarial network presentation attack detection artificial image generation presentation attack face images ultrasound image malignant thyroid nodule artificial intelligence weighted binary cross-entropy loss infrared circumferential scanning system target recognition deep convolutional neural networks data augmentation transfer learning bounding box regression loss function medical image fusion convolutional neural network image pyramid multi-scale decomposition armature surface inspection action recognition social robotics common spatial patterns vehicle recognition multi resolution network optimization semantic segmentation global context local context fully convolutional networks image-to-image conversion image de-raining label to photos edges to photos generative adversarial network (GAN) remote sensing helicopter footage crowd counting multitask learning normalized cross-correlation Marr wavelets entropy and response graph matching RANSAC GC–LSTM model typhoon satellite image prediction system monocular depth estimation feature distillation joint attention finger-vein recognition camera position finger position lighting unobserved database heterogeneous database domain adaptation cycle-consistent adversarial networks SDUMLA-HMT-DB HKPolyU-DB biometrics face recognition single-sample face recognition binarized statistical image features K-nearest neighbors sparse coding fast approximation homotopy iterative hard thresholding object recognition character recognition orthogonal polynomials orthogonal moments Krawtchouk polynomials Tchebichef polynomials support vector machine |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557371203321 |
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Park Kang Ryoung
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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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