FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3127744173> ?p ?o ?g. }

• W3127744173 abstract "Light field cameras record not only the spatial information of observed scenes but also the directions of all incoming light rays. The spatial and angular information implicitly contain geometrical characteristics such as multi-view or epipolar geometry, which can be exploited to improve the performance of depth estimation. An Epipolar Plane Image (EPI), the unique 2D spatial-angular slice of the light field, contains patterns of oriented lines. The slope of these lines is associated with the disparity. Benefiting from this property of EPIs, some representative methods estimate depth maps by analyzing the disparity of each line in EPIs. However, these methods often extract the optimal slope of the lines from EPIs while ignoring the relationship between neighboring pixels, which leads to inaccurate depth map predictions. Based on the observation that an oriented line and its neighboring pixels in an EPI share a similar linear structure, we propose an end-to-end fully convolutional network (FCN) to estimate the depth value of the intersection point on the horizontal and vertical EPIs. Specifically, we present a new feature-extraction module, called Oriented Relation Module (ORM), that constructs the relationship between the line orientations. To facilitate training, we also propose a refocusing-based data augmentation method to obtain different slopes from EPIs of the same scene point. Extensive experiments verify the efficacy of learning relations and show that our approach is competitive to other state-of-the-art methods. The code and the trained models are available at https://github.com/lkyahpu/EPI_ORM.git." @default.
• W3127744173 created "2021-02-15" @default.
• W3127744173 creator A5015425431 @default.
• W3127744173 creator A5027242644 @default.
• W3127744173 creator A5071672663 @default.
• W3127744173 creator A5076701232 @default.
• W3127744173 creator A5086976460 @default.
• W3127744173 date "2020-07-08" @default.
• W3127744173 modified "2023-09-23" @default.
• W3127744173 title "EPI-based Oriented Relation Networks for Light Field Depth Estimation" @default.
• W3127744173 cites W1600713188 @default.
• W3127744173 cites W2194775991 @default.
• W3127744173 cites W2770804203 @default.
• W3127744173 cites W2937630784 @default.
• W3127744173 cites W2949213045 @default.
• W3127744173 cites W2964080601 @default.
• W3127744173 cites W3009055137 @default.
• W3127744173 cites W40486223 @default.
• W3127744173 doi "https://doi.org/10.48550/arxiv.2007.04538" @default.
• W3127744173 hasPublicationYear "2020" @default.
• W3127744173 type Work @default.
• W3127744173 sameAs 3127744173 @default.
• W3127744173 citedByCount "3" @default.
• W3127744173 countsByYear W31277441732021 @default.
• W3127744173 crossrefType "posted-content" @default.
• W3127744173 hasAuthorship W3127744173A5015425431 @default.
• W3127744173 hasAuthorship W3127744173A5027242644 @default.
• W3127744173 hasAuthorship W3127744173A5071672663 @default.
• W3127744173 hasAuthorship W3127744173A5076701232 @default.
• W3127744173 hasAuthorship W3127744173A5086976460 @default.
• W3127744173 hasBestOaLocation W31277441731 @default.
• W3127744173 hasConcept C105795698 @default.
• W3127744173 hasConcept C115961682 @default.
• W3127744173 hasConcept C124101348 @default.
• W3127744173 hasConcept C138885662 @default.
• W3127744173 hasConcept C154945302 @default.
• W3127744173 hasConcept C160633673 @default.
• W3127744173 hasConcept C165064840 @default.
• W3127744173 hasConcept C177264268 @default.
• W3127744173 hasConcept C17825722 @default.
• W3127744173 hasConcept C198352243 @default.
• W3127744173 hasConcept C199360897 @default.
• W3127744173 hasConcept C202444582 @default.
• W3127744173 hasConcept C205649164 @default.
• W3127744173 hasConcept C23379248 @default.
• W3127744173 hasConcept C2524010 @default.
• W3127744173 hasConcept C25343380 @default.
• W3127744173 hasConcept C2776401178 @default.
• W3127744173 hasConcept C2776760102 @default.
• W3127744173 hasConcept C28719098 @default.
• W3127744173 hasConcept C31972630 @default.
• W3127744173 hasConcept C33923547 @default.
• W3127744173 hasConcept C41008148 @default.
• W3127744173 hasConcept C41895202 @default.
• W3127744173 hasConcept C48983235 @default.
• W3127744173 hasConcept C58640448 @default.
• W3127744173 hasConcept C64543145 @default.
• W3127744173 hasConcept C9652623 @default.
• W3127744173 hasConceptScore W3127744173C105795698 @default.
• W3127744173 hasConceptScore W3127744173C115961682 @default.
• W3127744173 hasConceptScore W3127744173C124101348 @default.
• W3127744173 hasConceptScore W3127744173C138885662 @default.
• W3127744173 hasConceptScore W3127744173C154945302 @default.
• W3127744173 hasConceptScore W3127744173C160633673 @default.
• W3127744173 hasConceptScore W3127744173C165064840 @default.
• W3127744173 hasConceptScore W3127744173C177264268 @default.
• W3127744173 hasConceptScore W3127744173C17825722 @default.
• W3127744173 hasConceptScore W3127744173C198352243 @default.
• W3127744173 hasConceptScore W3127744173C199360897 @default.
• W3127744173 hasConceptScore W3127744173C202444582 @default.
• W3127744173 hasConceptScore W3127744173C205649164 @default.
• W3127744173 hasConceptScore W3127744173C23379248 @default.
• W3127744173 hasConceptScore W3127744173C2524010 @default.
• W3127744173 hasConceptScore W3127744173C25343380 @default.
• W3127744173 hasConceptScore W3127744173C2776401178 @default.
• W3127744173 hasConceptScore W3127744173C2776760102 @default.
• W3127744173 hasConceptScore W3127744173C28719098 @default.
• W3127744173 hasConceptScore W3127744173C31972630 @default.
• W3127744173 hasConceptScore W3127744173C33923547 @default.
• W3127744173 hasConceptScore W3127744173C41008148 @default.
• W3127744173 hasConceptScore W3127744173C41895202 @default.
• W3127744173 hasConceptScore W3127744173C48983235 @default.
• W3127744173 hasConceptScore W3127744173C58640448 @default.
• W3127744173 hasConceptScore W3127744173C64543145 @default.
• W3127744173 hasConceptScore W3127744173C9652623 @default.
• W3127744173 hasLocation W31277441731 @default.
• W3127744173 hasOpenAccess W3127744173 @default.
• W3127744173 hasPrimaryLocation W31277441731 @default.
• W3127744173 hasRelatedWork W1841847813 @default.
• W3127744173 hasRelatedWork W2090093270 @default.
• W3127744173 hasRelatedWork W2137695006 @default.
• W3127744173 hasRelatedWork W2197810677 @default.
• W3127744173 hasRelatedWork W2371953206 @default.
• W3127744173 hasRelatedWork W2373807803 @default.
• W3127744173 hasRelatedWork W2786306966 @default.
• W3127744173 hasRelatedWork W2897307500 @default.
• W3127744173 hasRelatedWork W2107154006 @default.
• W3127744173 hasRelatedWork W2113283186 @default.
• W3127744173 isParatext "false" @default.
• W3127744173 isRetracted "false" @default.

• next