View Proposal

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Proposer

Radu-Casian Mihailescu

Title

Image analysis for satellite data

Goal

Description

In this project we will investigate various deep learning neural network architectures for image analysis on satellite data. The aim is providing actionable insights from analyzing the remote sensing data. Use cases may include one or more of the following: Qualitative analysis 1. Vegetation quality 2. Soil quality 3. Sand dune movements patterns 4. Oil spills near the sea 5. Monitoring temperature of seawater near power stations/cooling purposes/Independent sensors 6. Monitoring heat leakage in residential/commercial buildings 7. Monitoring of solar panel conditions 8. Monitoring coastal changes 9. Land use/Land cover Quantitative analysis 1. Detecting Number of Buildings 2. Cars, People etc. 3. Monitoring above the ground high voltage installation 4. Mapping of Geotechnical Investigation 5. Building permit verification 6. Base map updating 7. Disaster mitigation planning 8. Counting Palm Trees 9. Monitoring city night lights 10. Monitoring of building usage 11. Monitoring construction progress This project may involve collaboration with Eaglei71.

Resources

Background

ML/AI

Url

Difficulty Level

Moderate

Ethical Approval

None

Number Of Students

0

Supervisor

Radu-Casian Mihailescu

Keywords

Degrees

Bachelor of Science in Computer Science
Bachelor of Science in Computer Systems
Bachelor of Science in Information Systems
Bachelor of Science in Software Development for Business (GA)
Master of Engineering in Software Engineering
Master of Design in Games Design and Development
Master of Science in Artificial Intelligence
Master of Science in Artificial Intelligence with SMI
Master of Science in Business Information Management
Master of Science in Computer Science for Cyber Security
Master of Science in Computer Systems Management
Master of Science in Computing (2 Years)
Master of Science in Data Science
Master of Science in Human Robot Interaction
Master of Science in Information Technology (Business)
Master of Science in Information Technology (Software Systems)
Master of Science in Network Security
Master of Science in Robotics
Master of Science in Software Engineering
Bachelor of Science in Computing Science