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Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges
(Peer reviewed; Journal article, 2024)Automatic analysis of colonoscopy images has been an active field of research motivated by the importance of early detection of precancerous polyps. However, detecting polyps during the live examination can be challenging ... -
Bottleneck Identification in Cloudified Mobile Networks Based on Distributed Telemetry
(Peer reviewed; Journal article, 2024)Cloudified mobile networks are expected to deliver a multitude of services with reduced capital and operating expenses. A characteristic example is 5G networks serving several slices in parallel. Such mobile networks, ... -
Assessing the Cloud-RAN in the Linux Kernel: Sharing Computing and Network Resources
(Peer reviewed; Journal article, 2024)Cloud-based Radio Access Network (Cloud-RAN) leverages virtualization to enable the coexistence of multiple virtual Base Band Units (vBBUs) with collocated workloads on a single edge computer, aiming for economic and ... -
AI-Based Cropping of Soccer Videos for Different Social Media Representations
(Chapter; Peer reviewed; Conference object; Journal article, 2024)The process of re-publishing soccer videos on social media often involves labor-intensive and tedious manual adjustments, particularly when altering aspect ratios while trying to maintain key visual elements. To address ... -
SmartCrop-H: AI-Based Cropping of Ice Hockey Videos
(Chapter; Peer reviewed; Conference object, 2024)Sports multimedia plays a central role in captivating audiences on social media platforms. However, fast-paced sports such as ice hockey pose unique challenges due to their swift gameplay and the small puck size, making ...