FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4205755578> ?p ?o ?g. }

• W4205755578 endingPage "116636" @default.
• W4205755578 startingPage "116636" @default.
• W4205755578 abstract "In recent stereo matching research, deep convolutional neural networks (CNNs) have shown excellent performance to estimate depth from stereo image pairs. Previous works mainly focus on improving the robust performance of the stereo matching network to obtain higher matching accuracy. In this paper, we propose an end-to-end real-time stereo matching network (FBPGNet). FBPGNet manifests its characteristics in three parts: feature extraction module (FEM), initial disparity estimation module (IDEM), feature back-projection guided residual refinement module (FBPG) The FEM is designed to capture semantic and contextual information, which is composed of residual block, dilation convolution and spatial attention mechanism. The IDEM is proposed to produce an initial low-resolution (LR) disparity map, which utilizes an hourglass 3D convolution architecture. In addition, the FBPG is employed to refine the up-sampled low-resolution disparity map, which takes the features from the FEM and the low-resolution disparity map as guide information. Experiments show that the proposed stereo matching network has comparable prediction accuracy and inference speed compared with recent real-time stereo matching networks, and can achieve 25 fps on high-end GPU. • We design a lightweight but efficient module to extract features. The module is composed of linear residual network, dilation convolution and spatial attention mechanism. • We propose a lightweight 3D convolutional neural network with an hourglass structure to generate the initial disparity map. • We propose a feature back-projection guided residual refinement module. This module uses a back-projection generator to generate high-frequency features to guide the disparity refinement. • Experiments show that our proposed stereo matching network can achieve 25 fps on high-end GPU." @default.
• W4205755578 created "2022-01-26" @default.
• W4205755578 creator A5049934842 @default.
• W4205755578 creator A5073470198 @default.
• W4205755578 creator A5076726619 @default.
• W4205755578 creator A5080670719 @default.
• W4205755578 creator A5085967362 @default.
• W4205755578 date "2022-04-01" @default.
• W4205755578 modified "2023-10-02" @default.
• W4205755578 title "Feature back-projection guided residual refinement for real-time stereo matching network" @default.
• W4205755578 cites W1903029394 @default.
• W4205755578 cites W1921093919 @default.
• W4205755578 cites W1983364832 @default.
• W4205755578 cites W2097117768 @default.
• W4205755578 cites W2144041313 @default.
• W4205755578 cites W2194775991 @default.
• W4205755578 cites W2440384215 @default.
• W4205755578 cites W2560023338 @default.
• W4205755578 cites W2604231069 @default.
• W4205755578 cites W2734536157 @default.
• W4205755578 cites W2738441955 @default.
• W4205755578 cites W2883040756 @default.
• W4205755578 cites W2952813711 @default.
• W4205755578 cites W2963231581 @default.
• W4205755578 cites W2963277791 @default.
• W4205755578 cites W2963617879 @default.
• W4205755578 cites W2963619659 @default.
• W4205755578 cites W2963872790 @default.
• W4205755578 cites W2964282634 @default.
• W4205755578 cites W2964309882 @default.
• W4205755578 cites W2968164956 @default.
• W4205755578 cites W2975809251 @default.
• W4205755578 cites W2986556279 @default.
• W4205755578 cites W2987863591 @default.
• W4205755578 cites W2991514044 @default.
• W4205755578 cites W2997575304 @default.
• W4205755578 cites W3012583264 @default.
• W4205755578 cites W3033193681 @default.
• W4205755578 cites W3034247386 @default.
• W4205755578 cites W3034308492 @default.
• W4205755578 cites W3034514115 @default.
• W4205755578 cites W3040090953 @default.
• W4205755578 cites W3048395011 @default.
• W4205755578 cites W3082985830 @default.
• W4205755578 cites W3083754917 @default.
• W4205755578 cites W3100388886 @default.
• W4205755578 cites W3112642227 @default.
• W4205755578 cites W3143240425 @default.
• W4205755578 cites W3146873565 @default.
• W4205755578 cites W3172573759 @default.
• W4205755578 cites W3181256344 @default.
• W4205755578 doi "https://doi.org/10.1016/j.image.2022.116636" @default.
• W4205755578 hasPublicationYear "2022" @default.
• W4205755578 type Work @default.
• W4205755578 citedByCount "0" @default.
• W4205755578 crossrefType "journal-article" @default.
• W4205755578 hasAuthorship W4205755578A5049934842 @default.
• W4205755578 hasAuthorship W4205755578A5073470198 @default.
• W4205755578 hasAuthorship W4205755578A5076726619 @default.
• W4205755578 hasAuthorship W4205755578A5080670719 @default.
• W4205755578 hasAuthorship W4205755578A5085967362 @default.
• W4205755578 hasConcept C105795698 @default.
• W4205755578 hasConcept C11413529 @default.
• W4205755578 hasConcept C138885662 @default.
• W4205755578 hasConcept C153180895 @default.
• W4205755578 hasConcept C154945302 @default.
• W4205755578 hasConcept C155512373 @default.
• W4205755578 hasConcept C165064840 @default.
• W4205755578 hasConcept C2776401178 @default.
• W4205755578 hasConcept C31972630 @default.
• W4205755578 hasConcept C33923547 @default.
• W4205755578 hasConcept C41008148 @default.
• W4205755578 hasConcept C41895202 @default.
• W4205755578 hasConcept C57493831 @default.
• W4205755578 hasConceptScore W4205755578C105795698 @default.
• W4205755578 hasConceptScore W4205755578C11413529 @default.
• W4205755578 hasConceptScore W4205755578C138885662 @default.
• W4205755578 hasConceptScore W4205755578C153180895 @default.
• W4205755578 hasConceptScore W4205755578C154945302 @default.
• W4205755578 hasConceptScore W4205755578C155512373 @default.
• W4205755578 hasConceptScore W4205755578C165064840 @default.
• W4205755578 hasConceptScore W4205755578C2776401178 @default.
• W4205755578 hasConceptScore W4205755578C31972630 @default.
• W4205755578 hasConceptScore W4205755578C33923547 @default.
• W4205755578 hasConceptScore W4205755578C41008148 @default.
• W4205755578 hasConceptScore W4205755578C41895202 @default.
• W4205755578 hasConceptScore W4205755578C57493831 @default.
• W4205755578 hasFunder F4320321001 @default.
• W4205755578 hasLocation W42057555781 @default.
• W4205755578 hasOpenAccess W4205755578 @default.
• W4205755578 hasPrimaryLocation W42057555781 @default.
• W4205755578 hasRelatedWork W1504288058 @default.
• W4205755578 hasRelatedWork W2017205855 @default.
• W4205755578 hasRelatedWork W2048505601 @default.
• W4205755578 hasRelatedWork W2167293474 @default.
• W4205755578 hasRelatedWork W2331674254 @default.
• W4205755578 hasRelatedWork W2391245565 @default.
• W4205755578 hasRelatedWork W2786306966 @default.

• next