1 option
Artificial intelligence applied to satellite-based remote sensing data for earth observation edited by Maria Pia Del Rosso, Alessandro Sebastianelli, and Silvia Liberata Ullo
- Format:
- Book
- Series:
- IET telecommunications series 98
- Language:
- English
- Subjects (All):
- Remote sensing--Data processing.
- Remote sensing.
- Artificial intelligence.
- Artificial satellites in remote sensing.
- Artificial Intelligence.
- artificial intelligence.
- Medical Subjects:
- Artificial Intelligence.
- Physical Description:
- 1 online resource
- Place of Publication:
- London, United Kingdom The Institution of Engineering and Technology 2021
- Summary:
- This book shows how artificial intelligence, including neural networks and deep learning, can be applied to the processing of satellite data for Earth observation. The authors explain how to develop a set of libraries for the implementation of artificial intelligence that encompass different aspects of research
- Contents:
- The rise of Artificial Intelligence (AI) for Earth Observation (EO) Pierre Philippe Mathieu Principles of satellite data analysis Alessandro Sebastianelli, Silvia Liberata Ullo, Maria Pia Del Rosso, Sara Aparício, Andrea Radius, Chiara Zarro, James Wheeler, Chris Stewart, and Pia Addabbo Artificial intelligence, machine learning and deep learning Maria Pia Del Rosso, Silvia Liberata Ullo, Alessandro Sebastianelli, Dario Spiller, Erika Puglisi, Diego Di Martire, Sara Aparicio, and Pia Addabbo Artificial neural network Maria Pia Del Rosso, Silvia Liberata Ullo, Alessandro Sebastianelli, Dario Spiller, Erika Puglisi, Filippo Biondi, and Danilo Orlando Convolutional neural networks Silvia Liberata Ullo, Alessandro Sebastianelli, Maria Pia Del Rosso, Dario Spiller, Erika Puglisi, Artur Nowakowski, Mario Luca Bernardi, and Marta Cimitile How to create a proper EO dataset Maria Pia Del Rosso, Alessandro Sebastianelli, Sara Aparicio, and James Wheeler How to develop your network with Python and Keras Silvia Liberata Ullo, Maria Pia Del Rosso, Alessandro Sebastianelli, Erika Puglisi, Mario Luca Bernardi, and Marta Cimitile A classification problem Alessandro Sebastianelli, Maria Pia Del Rosso, Chiara Zarro, Diego Di Martire, Mariano Di Napoli, Dario Spiller, Artur Nowakowski, Rogerio Bonifacio, Do-Hyung Kim, and Manuel Garcia-Herranz A generation problem Alessandro Sebastianelli, Maria Pia Del Rosso, Silvia Liberata Ullo, Erika Puglisi, and Filippo Biondi A filtering problem: SAR speckle filtering Alessandro Sebastianelli, Maria Pia Del Rosso, Silvia Liberata Ullo, Andrea Radius, Carmine Clemente, Danilo Orlando, Filippo Biondi, and James Wheeler Future perspectives and conclusions Silvia Liberata Ullo
- Notes:
- Online resource; title from PDF title page (IET Digital Library, viewed on November 24, 2021)
- Includes bibliographical references and index
- Other Format:
- Print version Artificial intelligence applied to satellite-based remote sensing data for earth observation
- ISBN:
- 9781839532139
- 1839532130
- OCLC:
- 1264470474
- Access Restriction:
- Restricted for use by site license
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.