Matches in SemOpenAlex for { <https://semopenalex.org/work/W2604967609> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W2604967609 abstract "We define the object detection from imagery problem as estimating a very large but extremely sparse bounding box dependent probability distribution. Subsequently we identify a sparse distribution estimation scheme, Directed Sparse Sampling, and employ it in a single end-to-end CNN based detection model. This methodology extends and formalizes previous state-of-the-art detection models with an additional emphasis on high evaluation rates and reduced manual engineering. We introduce two novelties, a corner based region-of-interest estimator and a deconvolution based CNN model. The resulting model is scene adaptive, does not require manually defined reference bounding boxes and produces highly competitive results on MSCOCO, Pascal VOC 2007 and Pascal VOC 2012 with real-time evaluation rates. Further analysis suggests our model performs particularly well when finegrained object localization is desirable. We argue that this advantage stems from the significantly larger set of available regions-of-interest relative to other methods. Source-code is available from: https://github.com/lachlants/denet." @default.
- W2604967609 created "2017-04-14" @default.
- W2604967609 creator A5055685590 @default.
- W2604967609 creator A5060335798 @default.
- W2604967609 date "2017-10-01" @default.
- W2604967609 modified "2023-10-09" @default.
- W2604967609 title "DeNet: Scalable Real-Time Object Detection with Directed Sparse Sampling" @default.
- W2604967609 cites W1536680647 @default.
- W2604967609 cites W1677182931 @default.
- W2604967609 cites W1745334888 @default.
- W2604967609 cites W2031489346 @default.
- W2604967609 cites W2088049833 @default.
- W2604967609 cites W2097117768 @default.
- W2604967609 cites W2112796928 @default.
- W2604967609 cites W2183182206 @default.
- W2604967609 cites W2194775991 @default.
- W2604967609 cites W2963037989 @default.
- W2604967609 cites W2963516811 @default.
- W2604967609 doi "https://doi.org/10.1109/iccv.2017.54" @default.
- W2604967609 hasPublicationYear "2017" @default.
- W2604967609 type Work @default.
- W2604967609 sameAs 2604967609 @default.
- W2604967609 citedByCount "95" @default.
- W2604967609 countsByYear W26049676092018 @default.
- W2604967609 countsByYear W26049676092019 @default.
- W2604967609 countsByYear W26049676092020 @default.
- W2604967609 countsByYear W26049676092021 @default.
- W2604967609 countsByYear W26049676092022 @default.
- W2604967609 countsByYear W26049676092023 @default.
- W2604967609 crossrefType "proceedings-article" @default.
- W2604967609 hasAuthorship W2604967609A5055685590 @default.
- W2604967609 hasAuthorship W2604967609A5060335798 @default.
- W2604967609 hasBestOaLocation W26049676092 @default.
- W2604967609 hasConcept C105795698 @default.
- W2604967609 hasConcept C111919701 @default.
- W2604967609 hasConcept C11413529 @default.
- W2604967609 hasConcept C115961682 @default.
- W2604967609 hasConcept C147037132 @default.
- W2604967609 hasConcept C153180895 @default.
- W2604967609 hasConcept C154945302 @default.
- W2604967609 hasConcept C174576160 @default.
- W2604967609 hasConcept C185429906 @default.
- W2604967609 hasConcept C199360897 @default.
- W2604967609 hasConcept C2776151529 @default.
- W2604967609 hasConcept C33923547 @default.
- W2604967609 hasConcept C41008148 @default.
- W2604967609 hasConcept C43126263 @default.
- W2604967609 hasConcept C48044578 @default.
- W2604967609 hasConcept C63584917 @default.
- W2604967609 hasConcept C75608658 @default.
- W2604967609 hasConcept C77088390 @default.
- W2604967609 hasConceptScore W2604967609C105795698 @default.
- W2604967609 hasConceptScore W2604967609C111919701 @default.
- W2604967609 hasConceptScore W2604967609C11413529 @default.
- W2604967609 hasConceptScore W2604967609C115961682 @default.
- W2604967609 hasConceptScore W2604967609C147037132 @default.
- W2604967609 hasConceptScore W2604967609C153180895 @default.
- W2604967609 hasConceptScore W2604967609C154945302 @default.
- W2604967609 hasConceptScore W2604967609C174576160 @default.
- W2604967609 hasConceptScore W2604967609C185429906 @default.
- W2604967609 hasConceptScore W2604967609C199360897 @default.
- W2604967609 hasConceptScore W2604967609C2776151529 @default.
- W2604967609 hasConceptScore W2604967609C33923547 @default.
- W2604967609 hasConceptScore W2604967609C41008148 @default.
- W2604967609 hasConceptScore W2604967609C43126263 @default.
- W2604967609 hasConceptScore W2604967609C48044578 @default.
- W2604967609 hasConceptScore W2604967609C63584917 @default.
- W2604967609 hasConceptScore W2604967609C75608658 @default.
- W2604967609 hasConceptScore W2604967609C77088390 @default.
- W2604967609 hasLocation W26049676091 @default.
- W2604967609 hasLocation W26049676092 @default.
- W2604967609 hasOpenAccess W2604967609 @default.
- W2604967609 hasPrimaryLocation W26049676091 @default.
- W2604967609 hasRelatedWork W1973327780 @default.
- W2604967609 hasRelatedWork W2420613611 @default.
- W2604967609 hasRelatedWork W2625952574 @default.
- W2604967609 hasRelatedWork W2953362004 @default.
- W2604967609 hasRelatedWork W2965994363 @default.
- W2604967609 hasRelatedWork W3167225078 @default.
- W2604967609 hasRelatedWork W4206753033 @default.
- W2604967609 hasRelatedWork W4298525700 @default.
- W2604967609 hasRelatedWork W4300284262 @default.
- W2604967609 hasRelatedWork W4385062912 @default.
- W2604967609 isParatext "false" @default.
- W2604967609 isRetracted "false" @default.
- W2604967609 magId "2604967609" @default.
- W2604967609 workType "article" @default.