Internship - Enhancing Conferencing Systems with

il y a 1 mois

Izegem, Belgique Televic Temps plein

DOMAIN- ENGINEER - SOFTWARE- MARKET- CONFERENCE- LOCATION- IZEGEM, BELGIUMTelevic Conference

Televic Conference manufactures the most innovative systems for moderated meetings. Its complete range of conference solutions simplifies decision-making by improving the meeting experience. With crystal-clear sound, pristine video, and a clear focus, meetings become more efficient. From the largest international institutions over local parliaments and city councils to boardrooms: Televic Conference drives successful meetings, worldwide.

Topic

Our conferencing systems are intricately linked with camera systems, notably pan-tilt-zoom (PTZ) cameras. These cameras are controlled via metadata from our conference system, such as identifying the last active speaker. Our operations span various market segments which typically host two types of meetings: formal and informal.

Formal Meetings: In these settings, participants are accustomed to the conferencing system and typically remain in fixed positions. This predictability means the metadata, like microphone toggling, is reliable. However, creating presets for camera positions remains a challenge. We have a proof of concept (PoC) that automates this process using basic video processing for one camera type. This PoC could be enhanced with Convolutional Neural Networks (CNNs) trained on diverse unit images to improve automation across various camera types.

Informal Meetings: Here, participants may not consistently use the system as intended, often forgetting to activate their microphones or moving around the room. Challenges include:

- Speaker Tracking: We have developed a PoC using multiple machine learning models to identify active speakers, which can be further integrated and optimized within our software, considering hardware limitations.
- 360 Camera Integration: Implementing a 360 camera in the room's center to dynamically focus on the speaker.

Combined Challenges: In environments with multiple participants, camera angles can be restrictive, often capturing suboptimal views of speakers. There is potential for developing algorithms to optimize speaker representation by intelligently switching between multiple camera feeds. Currently, no PoC exists for this enhancement.

Specifics
- Level: Master
- Specialty: Signal/video processing (gstreamer), AI, Python for PoCs, C++/Rust, gstreamer
- Type of work: Research: 30%, Implem.: 40%, Experim.: 30%
- Location: Televic, University
- Type of activities: Experimenting, Implementation, Programming
- Number of students: 1 or 2

INTERESTED IN THIS JOB?

If you have any questions our HR representative is happy to help you.
- Antoaneta Krasteva- T- 051 30 30 45

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