Lund, Sverige
Onsite
Category
Computer Vision, Deep Learning, Image Processing
Scope
Two students completing a Master's Thesis (30 hp each).
Background
At Axis Communications, we are pushing the boundaries of surveillance technology beyond traditional video. As part of this effort, we are exploring how 3D sensors can be used in static surveillance setups – think traffic intersections or perimeter monitoring.
A key challenge in this domain is to get actionable insights from the raw sensor data: separating relevant events from the static environment and correctly classifying different objects, with the end goal of having a complete analytics pipeline for automated alarm decisions. While such perception problems are well-studied for 2D video, they remain less explored for static 3D surveillance sensors.
This thesis will investigate a specific topic within the 3D sensor analytics pipeline – pushing the state of the art while keeping computational load low enough for embedded applications.
Goals
Requirements
We are looking for students in the final stages of their Master's program with a strong analytical mindset and a genuine interest in machine learning, computer vision, or applied statistics. The project is well suited for those pursuing studies in Engineering Physics, Computer Science, Electrical Engineering, Applied Mathematics, or similar fields.
You should be comfortable navigating open-ended research questions, making independent design decisions, and working collaboratively as a thesis pair and with our team.
We'd love to hear that you have:
Bonus points for:
OK, I am interested! What do I do now?
You are valuable to us – how nice that you are interested in one of our proposals! There are a few things for you to keep in mind when applying.
Who to contact for any questions regarding the position!
Katja Palmkvist (katja.palmkvist@axis.com)
Certain roles at Axis require background checks, which means applicable verifications will be done in these recruitments. Notice will be provided before we take any action.
We enable a smarter, safer world by creating innovative solutions for improving security and business performance. As a network technology company and industry leader, we offer solutions in video surveillance, access control, intercom, and audio systems, enhanced by intelligent analytics applications.
With around 6000 committed employees in over 50 countries, we collaborate with partners worldwide. Together, we thrive in our friendly, open, and collaborative culture and inspire each other to think beyond the expected. United by our commitment to inclusion, diversity, and sustainability, we consistently seek to develop our skills and way of working.
Let´s create a smarter, safer world
For more information about Axis, please visit our website www.axis.com.
Listen to Get To Know Axis – Podcast
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