View Proposal

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Proposer

Radu-Casian Mihailescu

Title

Thermal Image Stitching - Collaboration with TII

Goal

Description

This master’s thesis proposal focuses on normalizing of individual thermal images obtained from a drone mapping process. Then, images are supposed to be stitched using a 3rd party software such as Agisoft’s Metashape. The research aims to address the training of a GAN for normalizing of the thermal (long wave infrared) images. The challenge is to propose a suitable training procedure that minimizes errors in GAN-generated images and produces a homogeneous photorealistic map. Data is already available

Resources

Background

 Machine Learning and Deep Learning: Understanding machine learning algorithms, especially those used in Computer Vision, and deep learning frameworks like PyTorch is crucial.  Python Programming: Python is the primary language for most machine/deep learning tasks, so a strong command of Python is essential.

Url

Difficulty Level

Variable

Ethical Approval

None

Number Of Students

1

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
Bachelor of Engineering in Robotics
Bachelor of Science in Computer Science (Cyber Security)
Master of Science in Robotics with Industrial Application
Postgraduate Diploma in Artificial Intelligence