SKU/Artículo: AMZ-B0GQLS7WKR
AI and Machine Learning for Hyperspectral Image Analysis: A Practical Hands-on Approach Using Python
Format:
Paperback
Detalles del producto
Disponibilidad:
En stock
En stock
Peso con empaque:
0.80 kg
0.80 kg
Devolución:
Sí
Sí
Condición
Nuevo
Nuevo
Producto de:
Amazon
Amazon
Viaja desde
USA
USA
Sobre este producto
- Hyperspectral imaging has transformed the way we observe and quantify the physical world, capturing hundreds of contiguous spectral bands that reveal subtle chemical, biological, and material signatures invisible to conventional imaging systems. From precision agriculture and mineral exploration to environmental monitoring and defense applications, hyperspectral data enables a richer understanding of complex scenes-but it also introduces significant computational and analytical challenges. AI and Machine Learning for Hyperspectral Image Analysis: A Practical Hands-on Approach Using Python bridges the gap between theory and practice, guiding readers through the principles of hyperspectral data structures, sensor characteristics, calibration workflows, and preprocessing strategies before advancing into modern machine learning and deep learning techniques tailored to high-dimensional spectral cubes. This book emphasizes practical implementation using Python, equipping readers with reproducible workflows for dimensionality reduction, spectral similarity analysis, supervised classification, regression, anomaly detection, unmixing, clustering, segmentation, and change detection. Each chapter builds toward real-world problem solving, culminating in a comprehensive capstone project that integrates the full pipeline-from raw data ingestion to model deployment and evaluation. Designed for students, researchers, and practitioners alike, this text balances mathematical intuition with hands-on coding strategies, enabling readers not only to understand hyperspectral AI methods but to confidently apply them in operational environments.
AR$113.753
49% OFF
AR$58.339
IMPORT EASILY
By purchasing this product you can deduct VAT with your RUT number
AR$113.753
49% OFF
AR$58.339
10% OFF con cupon ANIVERSARIO10
Pagá fácil y rápido con Mercado Pago o MODO
Llega en 8 a 12 días hábiles
con envío
Tienes garantía de entrega
Este producto viaja
de USA ![]()
a tus manos en
![]()
a tus manos en
Compra protegida
Disfruta de una experiencia de compra segura y confiable
Tarjetas de Crédito y Débito
Visa
Mastercard
American Express
Pagos a través de PayPal
Compra procesada en dólares con dinero en cuenta o tarjetas internacionales.
Paypal
Pagos a través de MODO
Compra procesada en pesos desde la App de tu banco.
PayPal
