Next-Generation Hyperspectral Image Analysis

Next-Generation Hyperspectral Image Analysis portes grátis

Next-Generation Hyperspectral Image Analysis

Using Deep Learning Method

M. Haut, Juan; E. Paoletti, Mercedes

Springer Verlag, Singapore

03/2026

269

Dura

Inglês

9789819520374

Pré-lançamento - envio 15 a 20 dias após a sua edição

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Introduction to Hyperspectral Imaging and Deep Learning.- Advances in Deep Neural Architectures for Hyperspectral Image Analysis.- Graph-Based Methods for Hyperspectral Data Analysis.- Generative Models for Hyperspectral Imaging Processing.- Transformers and Foundation Models for Hyperspectral Imaging.- Efficient Deep Learning for Hyperspectral Image Classification: Quantization, Distillation, and Pruning.- Handling Large Volumes of Hyperspectral Data.
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Hyperspectral;Machine Learning;Deep Learning;Neural Networks;Unmixing;Classification;Segmentation;Cloud Computing;Graphics Processing Units (GPUs)