Matches in SemOpenAlex for { <https://semopenalex.org/work/W3021229333> ?p ?o ?g. }
- W3021229333 endingPage "655" @default.
- W3021229333 startingPage "640" @default.
- W3021229333 abstract "Video object co-segmentation refers to the problem of simultaneously segmenting a common category of objects from multiple videos. Most existing video co-segmentation methods assume that all frames from all videos contain the target objects. Unfortunately, this assumption is rarely true in practice, particularly for large video sets, and existing methods perform poorly when the assumption is violated. Hence, any practical video object co-segmentation algorithm needs to identify the relevant frames containing the target object from all videos, and then co-segment the object only from these relevant frames. We present a spatiotemporal energy minimization formulation for simultaneous video object discovery and co-segmentation across multiple videos. Our formulation incorporates a spatiotemporal auto-context model, which is combined with appearance modeling for superpixel labeling. The superpixel-level labels are propagated to the frame level through a multiple instance boosting algorithm with spatial reasoning (Spatial-MILBoosting), based on which frames containing the video object are identified. Our method only needs to be bootstrapped with the frame-level labels for a few video frames (e.g., usually 1 to 3) to indicate if they contain the target objects or not. Experiments on three datasets validate the efficacy of our proposed method, which compares favorably with the state-of-the-art." @default.
- W3021229333 created "2020-05-13" @default.
- W3021229333 creator A5021095828 @default.
- W3021229333 creator A5024309592 @default.
- W3021229333 creator A5047405956 @default.
- W3021229333 creator A5066107323 @default.
- W3021229333 creator A5081114810 @default.
- W3021229333 date "2014-01-01" @default.
- W3021229333 modified "2023-10-03" @default.
- W3021229333 title "Video Object Discovery and Co-segmentation with Extremely Weak Supervision" @default.
- W3021229333 cites W140330156 @default.
- W3021229333 cites W143551758 @default.
- W3021229333 cites W1496571393 @default.
- W3021229333 cites W1635155787 @default.
- W3021229333 cites W1964884769 @default.
- W3021229333 cites W1973054923 @default.
- W3021229333 cites W1975862670 @default.
- W3021229333 cites W1989348325 @default.
- W3021229333 cites W1990342138 @default.
- W3021229333 cites W1990802205 @default.
- W3021229333 cites W1996140089 @default.
- W3021229333 cites W2012184117 @default.
- W3021229333 cites W2020636921 @default.
- W3021229333 cites W2025360228 @default.
- W3021229333 cites W2030346542 @default.
- W3021229333 cites W2034740917 @default.
- W3021229333 cites W2071486728 @default.
- W3021229333 cites W2086052791 @default.
- W3021229333 cites W2105297725 @default.
- W3021229333 cites W2110534101 @default.
- W3021229333 cites W2113137767 @default.
- W3021229333 cites W2113708607 @default.
- W3021229333 cites W2116946038 @default.
- W3021229333 cites W2118246710 @default.
- W3021229333 cites W2119300483 @default.
- W3021229333 cites W2128715914 @default.
- W3021229333 cites W2129822853 @default.
- W3021229333 cites W2135957164 @default.
- W3021229333 cites W2138682569 @default.
- W3021229333 cites W2144197083 @default.
- W3021229333 cites W2145584811 @default.
- W3021229333 cites W2155598147 @default.
- W3021229333 cites W2158919891 @default.
- W3021229333 cites W2160812203 @default.
- W3021229333 cites W2162813810 @default.
- W3021229333 cites W2295160225 @default.
- W3021229333 doi "https://doi.org/10.1007/978-3-319-10593-2_42" @default.
- W3021229333 hasPublicationYear "2014" @default.
- W3021229333 type Work @default.
- W3021229333 sameAs 3021229333 @default.
- W3021229333 citedByCount "48" @default.
- W3021229333 countsByYear W30212293332014 @default.
- W3021229333 countsByYear W30212293332015 @default.
- W3021229333 countsByYear W30212293332016 @default.
- W3021229333 countsByYear W30212293332017 @default.
- W3021229333 countsByYear W30212293332018 @default.
- W3021229333 countsByYear W30212293332019 @default.
- W3021229333 countsByYear W30212293332020 @default.
- W3021229333 countsByYear W30212293332021 @default.
- W3021229333 countsByYear W30212293332023 @default.
- W3021229333 crossrefType "book-chapter" @default.
- W3021229333 hasAuthorship W3021229333A5021095828 @default.
- W3021229333 hasAuthorship W3021229333A5024309592 @default.
- W3021229333 hasAuthorship W3021229333A5047405956 @default.
- W3021229333 hasAuthorship W3021229333A5066107323 @default.
- W3021229333 hasAuthorship W3021229333A5081114810 @default.
- W3021229333 hasConcept C124504099 @default.
- W3021229333 hasConcept C125308379 @default.
- W3021229333 hasConcept C126042441 @default.
- W3021229333 hasConcept C144133560 @default.
- W3021229333 hasConcept C147597530 @default.
- W3021229333 hasConcept C147764199 @default.
- W3021229333 hasConcept C14961307 @default.
- W3021229333 hasConcept C151730666 @default.
- W3021229333 hasConcept C153180895 @default.
- W3021229333 hasConcept C154945302 @default.
- W3021229333 hasConcept C162853370 @default.
- W3021229333 hasConcept C185592680 @default.
- W3021229333 hasConcept C199360897 @default.
- W3021229333 hasConcept C202474056 @default.
- W3021229333 hasConcept C25694479 @default.
- W3021229333 hasConcept C2779343474 @default.
- W3021229333 hasConcept C2781238097 @default.
- W3021229333 hasConcept C31972630 @default.
- W3021229333 hasConcept C41008148 @default.
- W3021229333 hasConcept C46686674 @default.
- W3021229333 hasConcept C65885262 @default.
- W3021229333 hasConcept C76155785 @default.
- W3021229333 hasConcept C86803240 @default.
- W3021229333 hasConcept C89600930 @default.
- W3021229333 hasConceptScore W3021229333C124504099 @default.
- W3021229333 hasConceptScore W3021229333C125308379 @default.
- W3021229333 hasConceptScore W3021229333C126042441 @default.
- W3021229333 hasConceptScore W3021229333C144133560 @default.
- W3021229333 hasConceptScore W3021229333C147597530 @default.
- W3021229333 hasConceptScore W3021229333C147764199 @default.
- W3021229333 hasConceptScore W3021229333C14961307 @default.
- W3021229333 hasConceptScore W3021229333C151730666 @default.