Senior Researcher, Computer Vision
Tampere, Finland Scholar ResearchGate LinkedIn e-MailThis page summarizes my research-driven project work, including industrial R&D activities at Nokia Technologies and selected personal research interests.
Research and development of real-time volumetric media systems, covering multi-camera capture, geometric reconstruction, compression, and low-latency streaming pipelines for immersive XR applications.
Design of accurate and scalable calibration methods for perspective, fisheye, RGB-D, and non-central camera systems, including color consistency, geometric alignment, and industrial-grade measurement accuracy.
Research on hybrid classical and learning-based representations for 3D and volumetric content, including mesh animation, point clouds, Gaussian splatting, and neural rendering techniques optimized for real-time deployment.
Technical contributions to international standardization activities (e.g. MPEG, 3GPP), focusing on volumetric media formats, XR scene descriptions, streaming architectures, and interoperability.
Development of deployable research prototypes bridging academic methods and production-oriented systems, with emphasis on robustness, scalability, and real-world constraints.
Most of the projects listed below reflect personal research interests and exploratory work conducted outside of my core Nokia responsibilities.