Matches in SemOpenAlex for { <https://semopenalex.org/work/W2885657841> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W2885657841 abstract "The mainstream detection methods Faster R-CNN and SSD are mainly designed for general dataset, but do not emphasize the detection effect of small targets and can not to achieve higher average detection accuracy on general dataset. In order to overcome the problem, we present a target detection method based on hierarchical and multi-scale convolutional neural network aiming at the detection task of maritime targets in complex scenario. To enhance the detection capability of small targets, we extract proposals of different scales in the multi-resolution convolution feature map in the region proposal network. To further improve the detection accuracy, we add an object detection network. The convolution feature maps with high-resolution are used to extract the targets, then an upsampling layer is added to enhance the resolution of the feature maps. The region proposal network and object detection network are then combined to realize the accurate detection of the target. The experiment results demonstrate that the proposed method achieves good detection results in maritime targets dataset, and the accuracy of target detection outperforms those of the mainstream detection methods." @default.
- W2885657841 created "2018-08-22" @default.
- W2885657841 creator A5003906700 @default.
- W2885657841 creator A5014261323 @default.
- W2885657841 creator A5024263354 @default.
- W2885657841 creator A5025196728 @default.
- W2885657841 creator A5091592364 @default.
- W2885657841 date "2018-08-09" @default.
- W2885657841 modified "2023-10-16" @default.
- W2885657841 title "A maritime targets detection method based on hierarchical and multi-scale deep convolutional neural network" @default.
- W2885657841 cites W2031489346 @default.
- W2885657841 cites W639708223 @default.
- W2885657841 doi "https://doi.org/10.1117/12.2503030" @default.
- W2885657841 hasPublicationYear "2018" @default.
- W2885657841 type Work @default.
- W2885657841 sameAs 2885657841 @default.
- W2885657841 citedByCount "1" @default.
- W2885657841 countsByYear W28856578412020 @default.
- W2885657841 crossrefType "proceedings-article" @default.
- W2885657841 hasAuthorship W2885657841A5003906700 @default.
- W2885657841 hasAuthorship W2885657841A5014261323 @default.
- W2885657841 hasAuthorship W2885657841A5024263354 @default.
- W2885657841 hasAuthorship W2885657841A5025196728 @default.
- W2885657841 hasAuthorship W2885657841A5091592364 @default.
- W2885657841 hasConcept C110384440 @default.
- W2885657841 hasConcept C115961682 @default.
- W2885657841 hasConcept C121332964 @default.
- W2885657841 hasConcept C138885662 @default.
- W2885657841 hasConcept C153180895 @default.
- W2885657841 hasConcept C154945302 @default.
- W2885657841 hasConcept C2776151529 @default.
- W2885657841 hasConcept C2776401178 @default.
- W2885657841 hasConcept C2778755073 @default.
- W2885657841 hasConcept C41008148 @default.
- W2885657841 hasConcept C41895202 @default.
- W2885657841 hasConcept C45347329 @default.
- W2885657841 hasConcept C50644808 @default.
- W2885657841 hasConcept C52622490 @default.
- W2885657841 hasConcept C62520636 @default.
- W2885657841 hasConcept C81363708 @default.
- W2885657841 hasConceptScore W2885657841C110384440 @default.
- W2885657841 hasConceptScore W2885657841C115961682 @default.
- W2885657841 hasConceptScore W2885657841C121332964 @default.
- W2885657841 hasConceptScore W2885657841C138885662 @default.
- W2885657841 hasConceptScore W2885657841C153180895 @default.
- W2885657841 hasConceptScore W2885657841C154945302 @default.
- W2885657841 hasConceptScore W2885657841C2776151529 @default.
- W2885657841 hasConceptScore W2885657841C2776401178 @default.
- W2885657841 hasConceptScore W2885657841C2778755073 @default.
- W2885657841 hasConceptScore W2885657841C41008148 @default.
- W2885657841 hasConceptScore W2885657841C41895202 @default.
- W2885657841 hasConceptScore W2885657841C45347329 @default.
- W2885657841 hasConceptScore W2885657841C50644808 @default.
- W2885657841 hasConceptScore W2885657841C52622490 @default.
- W2885657841 hasConceptScore W2885657841C62520636 @default.
- W2885657841 hasConceptScore W2885657841C81363708 @default.
- W2885657841 hasLocation W28856578411 @default.
- W2885657841 hasOpenAccess W2885657841 @default.
- W2885657841 hasPrimaryLocation W28856578411 @default.
- W2885657841 hasRelatedWork W1728708896 @default.
- W2885657841 hasRelatedWork W1866290825 @default.
- W2885657841 hasRelatedWork W2059299633 @default.
- W2885657841 hasRelatedWork W2163969215 @default.
- W2885657841 hasRelatedWork W2295021132 @default.
- W2885657841 hasRelatedWork W2588120994 @default.
- W2885657841 hasRelatedWork W2769501111 @default.
- W2885657841 hasRelatedWork W2774181585 @default.
- W2885657841 hasRelatedWork W3026025619 @default.
- W2885657841 hasRelatedWork W3106036237 @default.
- W2885657841 isParatext "false" @default.
- W2885657841 isRetracted "false" @default.
- W2885657841 magId "2885657841" @default.
- W2885657841 workType "article" @default.