SINGLE-SHOT DENSE RECONSTRUCTION WITH EPIC-FLOW | IEEE Conference Publication | IEEE Xplore

SINGLE-SHOT DENSE RECONSTRUCTION WITH EPIC-FLOW


Abstract:

In this paper we present a novel method for generating dense reconstructions by applying only structure-from-motion(SfM) on large-scale datasets without the need for mult...Show More

Abstract:

In this paper we present a novel method for generating dense reconstructions by applying only structure-from-motion(SfM) on large-scale datasets without the need for multi-view stereo as a post-processing step. A state-of-the-art optical flow technique is used to generate dense matches. The matches are encoded such that verification for correctness becomes possible, and are stored in a database on-disk. The use of this out-of-core approach transfers the requirement for large memory space to disk, therefore allowing for the processing of even larger-scale datasets than before. We compare our approach with the state-of-the-art and present the results which verify our claims.
Date of Conference: 03-05 June 2018
Date Added to IEEE Xplore: 04 October 2018
ISBN Information:
Electronic ISSN: 2161-203X
Conference Location: Helsinki, Finland

References

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