Back to Search
Start Over
Autonomous Tracking For Volumetric Video Sequences
- Source :
- WACV
- Publication Year :
- 2020
-
Abstract
- As a rapidly growing medium, volumetric video is gaining attention beyond academia, reaching industry and creative communities alike. This brings new challenges to reduce the barrier to entry from a technical and economical point of view. We present a system for robustly and autonomously performing temporally coherent tracking for volumetric sequences, specifically targeting those from sparse setups or with noisy output. Our system will detect and recover missing pertinent geometry across highly incoherent sequences as well as provide users the option of propagating drastic topology edits. In this way, affordable multi-view setups can leverage temporal consistency to reduce processing and compression overheads while also generating more aesthetically pleasing volumetric sequences.
- Subjects :
- Computer science
business.industry
020207 software engineering
Video sequence
Topology (electrical circuits)
02 engineering and technology
Tracking (particle physics)
Temporal consistency
0202 electrical engineering, electronic engineering, information engineering
Leverage (statistics)
020201 artificial intelligence & image processing
Computer vision
Point (geometry)
Artificial intelligence
business
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- WACV
- Accession number :
- edsair.doi.dedup.....763fd5ac45604e0292a70776086535bf
- Full Text :
- https://doi.org/10.13140/rg.2.2.19803.59687