Matches in SemOpenAlex for { <https://semopenalex.org/work/W2914190498> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2914190498 abstract "Stereo matching is important to many robot applications. Recent work has shown that we can use convolutional neural networks (CNNs) to compute disparity map from a stereo image pair directly. However, current methods don’t take the problem of geometric deformation caused by perspective projection into account. To address the problem, we design a new model that utilizes Gabor convolutional neural networks (Gabor CNNs) in the feature extraction part of the network architecture. In Gabor CNNs, the learned filters from ordinary CNNs are modulated by the Gabor filters, which can enhance their abilities to address the problem of geometric deformations. Finally, we test our model on KITTI and Scene Flow datasets. The results show that our model outperforms the ordinary model that uses ordinary CNNs by a large margin." @default.
- W2914190498 created "2019-02-21" @default.
- W2914190498 creator A5015525872 @default.
- W2914190498 creator A5017240450 @default.
- W2914190498 creator A5033355107 @default.
- W2914190498 creator A5067689496 @default.
- W2914190498 date "2018-11-01" @default.
- W2914190498 modified "2023-09-26" @default.
- W2914190498 title "Stereo Matching Using Gabor Convolutional Neural Network" @default.
- W2914190498 cites W1536680647 @default.
- W2914190498 cites W1562835991 @default.
- W2914190498 cites W1921093919 @default.
- W2914190498 cites W1964057156 @default.
- W2914190498 cites W2104974755 @default.
- W2914190498 cites W2112421488 @default.
- W2914190498 cites W2117248802 @default.
- W2914190498 cites W2121781154 @default.
- W2914190498 cites W2133255058 @default.
- W2914190498 cites W2139762693 @default.
- W2914190498 cites W2144041313 @default.
- W2914190498 cites W2150066425 @default.
- W2914190498 cites W2440384215 @default.
- W2914190498 cites W2583968476 @default.
- W2914190498 cites W2584471766 @default.
- W2914190498 cites W2601564443 @default.
- W2914190498 cites W2604231069 @default.
- W2914190498 cites W2610691757 @default.
- W2914190498 cites W2963231581 @default.
- W2914190498 cites W2963496125 @default.
- W2914190498 cites W2963502507 @default.
- W2914190498 cites W2963619659 @default.
- W2914190498 cites W2963881378 @default.
- W2914190498 cites W3100388886 @default.
- W2914190498 doi "https://doi.org/10.1109/hfr.2018.8633525" @default.
- W2914190498 hasPublicationYear "2018" @default.
- W2914190498 type Work @default.
- W2914190498 sameAs 2914190498 @default.
- W2914190498 citedByCount "0" @default.
- W2914190498 crossrefType "proceedings-article" @default.
- W2914190498 hasAuthorship W2914190498A5015525872 @default.
- W2914190498 hasAuthorship W2914190498A5017240450 @default.
- W2914190498 hasAuthorship W2914190498A5033355107 @default.
- W2914190498 hasAuthorship W2914190498A5067689496 @default.
- W2914190498 hasConcept C105795698 @default.
- W2914190498 hasConcept C119857082 @default.
- W2914190498 hasConcept C12713177 @default.
- W2914190498 hasConcept C138885662 @default.
- W2914190498 hasConcept C153180895 @default.
- W2914190498 hasConcept C154945302 @default.
- W2914190498 hasConcept C165064840 @default.
- W2914190498 hasConcept C2776401178 @default.
- W2914190498 hasConcept C2779883129 @default.
- W2914190498 hasConcept C31972630 @default.
- W2914190498 hasConcept C33923547 @default.
- W2914190498 hasConcept C41008148 @default.
- W2914190498 hasConcept C41895202 @default.
- W2914190498 hasConcept C52622490 @default.
- W2914190498 hasConcept C774472 @default.
- W2914190498 hasConcept C81363708 @default.
- W2914190498 hasConceptScore W2914190498C105795698 @default.
- W2914190498 hasConceptScore W2914190498C119857082 @default.
- W2914190498 hasConceptScore W2914190498C12713177 @default.
- W2914190498 hasConceptScore W2914190498C138885662 @default.
- W2914190498 hasConceptScore W2914190498C153180895 @default.
- W2914190498 hasConceptScore W2914190498C154945302 @default.
- W2914190498 hasConceptScore W2914190498C165064840 @default.
- W2914190498 hasConceptScore W2914190498C2776401178 @default.
- W2914190498 hasConceptScore W2914190498C2779883129 @default.
- W2914190498 hasConceptScore W2914190498C31972630 @default.
- W2914190498 hasConceptScore W2914190498C33923547 @default.
- W2914190498 hasConceptScore W2914190498C41008148 @default.
- W2914190498 hasConceptScore W2914190498C41895202 @default.
- W2914190498 hasConceptScore W2914190498C52622490 @default.
- W2914190498 hasConceptScore W2914190498C774472 @default.
- W2914190498 hasConceptScore W2914190498C81363708 @default.
- W2914190498 hasLocation W29141904981 @default.
- W2914190498 hasOpenAccess W2914190498 @default.
- W2914190498 hasPrimaryLocation W29141904981 @default.
- W2914190498 hasRelatedWork W1486171644 @default.
- W2914190498 hasRelatedWork W2031420897 @default.
- W2914190498 hasRelatedWork W2588120994 @default.
- W2914190498 hasRelatedWork W2755968140 @default.
- W2914190498 hasRelatedWork W2767651786 @default.
- W2914190498 hasRelatedWork W2774181585 @default.
- W2914190498 hasRelatedWork W2963393555 @default.
- W2914190498 hasRelatedWork W3145957033 @default.
- W2914190498 hasRelatedWork W4226187623 @default.
- W2914190498 hasRelatedWork W4285814600 @default.
- W2914190498 isParatext "false" @default.
- W2914190498 isRetracted "false" @default.
- W2914190498 magId "2914190498" @default.
- W2914190498 workType "article" @default.