FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2151175804> ?p ?o ?g. }

• W2151175804 endingPage "63" @default.
• W2151175804 startingPage "55" @default.
• W2151175804 abstract "Extracting 3D shape of deforming objects in monocular videos, a task known as non-rigid structure-from-motion (NRSfM), has so far been studied only on synthetic datasets and controlled environments. Typically, the objects to reconstruct are pre-segmented, they exhibit limited rotations and occlusions, or full-length trajectories are assumed. In order to integrate NRSfM into current video analysis pipelines, one needs to consider as input realistic -thus incomplete- tracking, and perform spatio-temporal grouping to segment the objects from their surroundings. Furthermore, NRSfM needs to be robust to noise in both segmentation and tracking, e.g., drifting, segmentation leaking, optical flow bleeding etc. In this paper, we make a first attempt towards this goal, and propose a method that combines dense optical flow tracking, motion trajectory clustering and NRSfM for 3D reconstruction of objects in videos. For each trajectory cluster, we compute multiple reconstructions by minimizing the reprojection error and the rank of the 3D shape under different rank bounds of the trajectory matrix. We show that dense 3D shape is extracted and trajectories are completed across occlusions and low textured regions, even under mild relative motion between the object and the camera. We achieve competitive results on a public NRSfM benchmark while using fixed parameters across all sequences and handling incomplete trajectories, in contrast to existing approaches. We further test our approach on popular video segmentation datasets. To the best of our knowledge, our method is the first to extract dense object models from realistic videos, such as those found in Youtube or Hollywood movies, without object-specific priors." @default.
• W2151175804 created "2016-06-24" @default.
• W2151175804 creator A5001594573 @default.
• W2151175804 creator A5008661738 @default.
• W2151175804 creator A5013512298 @default.
• W2151175804 creator A5075486404 @default.
• W2151175804 date "2014-12-08" @default.
• W2151175804 modified "2023-09-29" @default.
• W2151175804 title "Grouping-Based Low-Rank Trajectory Completion and 3D Reconstruction" @default.
• W2151175804 cites W1496571393 @default.
• W2151175804 cites W1524997589 @default.
• W2151175804 cites W1530781137 @default.
• W2151175804 cites W1581454044 @default.
• W2151175804 cites W1606855280 @default.
• W2151175804 cites W1781841252 @default.
• W2151175804 cites W1904239554 @default.
• W2151175804 cites W1994804971 @default.
• W2151175804 cites W2002010034 @default.
• W2151175804 cites W2008936984 @default.
• W2151175804 cites W2011359124 @default.
• W2151175804 cites W2066261402 @default.
• W2151175804 cites W2078113769 @default.
• W2151175804 cites W2088029368 @default.
• W2151175804 cites W2091849600 @default.
• W2151175804 cites W2094394132 @default.
• W2151175804 cites W2100556411 @default.
• W2151175804 cites W2102813107 @default.
• W2151175804 cites W2103972604 @default.
• W2151175804 cites W2110531331 @default.
• W2151175804 cites W2116035711 @default.
• W2151175804 cites W2118877769 @default.
• W2151175804 cites W2119493293 @default.
• W2151175804 cites W2121299550 @default.
• W2151175804 cites W2122995085 @default.
• W2151175804 cites W2124600577 @default.
• W2151175804 cites W2125954773 @default.
• W2151175804 cites W2126164636 @default.
• W2151175804 cites W2131554162 @default.
• W2151175804 cites W2135674549 @default.
• W2151175804 cites W2138505091 @default.
• W2151175804 cites W2139914781 @default.
• W2151175804 cites W2143255850 @default.
• W2151175804 cites W2163394682 @default.
• W2151175804 cites W2339666411 @default.
• W2151175804 cites W88425362 @default.
• W2151175804 cites W9584637 @default.
• W2151175804 hasPublicationYear "2014" @default.
• W2151175804 type Work @default.
• W2151175804 sameAs 2151175804 @default.
• W2151175804 citedByCount "24" @default.
• W2151175804 countsByYear W21511758042015 @default.
• W2151175804 countsByYear W21511758042016 @default.
• W2151175804 countsByYear W21511758042017 @default.
• W2151175804 countsByYear W21511758042019 @default.
• W2151175804 countsByYear W21511758042020 @default.
• W2151175804 countsByYear W21511758042021 @default.
• W2151175804 crossrefType "proceedings-article" @default.
• W2151175804 hasAuthorship W2151175804A5001594573 @default.
• W2151175804 hasAuthorship W2151175804A5008661738 @default.
• W2151175804 hasAuthorship W2151175804A5013512298 @default.
• W2151175804 hasAuthorship W2151175804A5075486404 @default.
• W2151175804 hasConcept C104114177 @default.
• W2151175804 hasConcept C109950114 @default.
• W2151175804 hasConcept C115961682 @default.
• W2151175804 hasConcept C121332964 @default.
• W2151175804 hasConcept C1276947 @default.
• W2151175804 hasConcept C13280743 @default.
• W2151175804 hasConcept C13662910 @default.
• W2151175804 hasConcept C146159030 @default.
• W2151175804 hasConcept C154945302 @default.
• W2151175804 hasConcept C155542232 @default.
• W2151175804 hasConcept C179458375 @default.
• W2151175804 hasConcept C185798385 @default.
• W2151175804 hasConcept C205649164 @default.
• W2151175804 hasConcept C23903533 @default.
• W2151175804 hasConcept C31972630 @default.
• W2151175804 hasConcept C41008148 @default.
• W2151175804 hasConcept C65909025 @default.
• W2151175804 hasConcept C73555534 @default.
• W2151175804 hasConcept C89600930 @default.
• W2151175804 hasConceptScore W2151175804C104114177 @default.
• W2151175804 hasConceptScore W2151175804C109950114 @default.
• W2151175804 hasConceptScore W2151175804C115961682 @default.
• W2151175804 hasConceptScore W2151175804C121332964 @default.
• W2151175804 hasConceptScore W2151175804C1276947 @default.
• W2151175804 hasConceptScore W2151175804C13280743 @default.
• W2151175804 hasConceptScore W2151175804C13662910 @default.
• W2151175804 hasConceptScore W2151175804C146159030 @default.
• W2151175804 hasConceptScore W2151175804C154945302 @default.
• W2151175804 hasConceptScore W2151175804C155542232 @default.
• W2151175804 hasConceptScore W2151175804C179458375 @default.
• W2151175804 hasConceptScore W2151175804C185798385 @default.
• W2151175804 hasConceptScore W2151175804C205649164 @default.
• W2151175804 hasConceptScore W2151175804C23903533 @default.
• W2151175804 hasConceptScore W2151175804C31972630 @default.
• W2151175804 hasConceptScore W2151175804C41008148 @default.
• W2151175804 hasConceptScore W2151175804C65909025 @default.
• W2151175804 hasConceptScore W2151175804C73555534 @default.

• next