Thesis - Video tagging from audio detection
Computer Science / Signal Processing
2 students completing 30 credits (20 weeks) each
Sensor fusion is combining data from different sources in order to reduce uncertainty in the resulting information.
Merging audio information into the video stream could help a camera operator navigate a recorded video. Being able to focus on sections deemed more important by more than one sensor could save valuable time.
It could also be used as a guide as to what parts of a recorded video to save and what to discard, for storage purposes.
Investigate different methods for using audio to indicate in the video that something of interest is happening.
Some application ideas:
Indicate in the video where in the scene a sound is located.
Tag the video-timeline based on audio events.
Combine with classification to get a diverse set of tags / notifications.
Who are you?
For this Thesis proposal we target students with a strong interest in signal processing and an interest in machine learning. Most likely you are studying a Master Program in Computer Science.
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.
- Applications are accepted in both Swedish and English, and you apply via the proposal advert.
- The announced thesis is open only to students affiliated with a Swedish University/College either directly or via an exchange program.
- When the thesis proposal states that it includes two students working together, we would like you to apply in pairs. In these cases, send one application each but make sure to clearly state in your application who your co-applicant is. If you have any questions regarding this, please do not hesitate to contact us.
- Please attach your CV and University/College grade summary.
Magnus Söderdahl, Engineering Manager
+46 46 272 1800,
Type of Employment
Temporary Employment (Fixed Term)
Posting End Date
About Axis Communications
Axis enables a smarter and safer world by creating network solutions that provide insights for improving security and new ways of doing business. As the industry leader in network video, Axis offers products and services for video surveillance and analytics, access control, and audio systems. Axis has more than 3,000 dedicated employees in over 50 countries and collaborates with partners worldwide to deliver customer solutions. Axis celebrates diversity and is committed to creating an inclusive environment for all employees.
For more information about Axis, please visit our website .