FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3011034736> ?p ?o ?g. }

• W3011034736 endingPage "103285" @default.
• W3011034736 startingPage "103285" @default.
• W3011034736 abstract "Abstract In transmission imaging, there are many difficulties in identifying heterogeneity on multi-spectral transmission images due to the strong absorption and scattering of biological tissues. This paper combines the multi-wavelength fusion information with the Faster-RCNN model to achieve the heterogeneous detection on the multi-spectral fusion pseudo-color map. Firstly, the original multi-spectral transmission images of phantom are collected on the self-built experimental platform. Then, the gray-scale level of image is improved by modulation and frame accumulation technique. Thereby, fusion pseudo-color maps (fusion pseudo-color maps of original RGB and gradient image) with high quality are obtained. And by comparing the running time, mean average precision (mAP) and root mean square error (RMSE) of Faster-RCNN model, the optimal iteration times and learning rate of model are determined. Finally, the fusion pseudo-color maps used for testing are input into the best Faster-RCNN model to realize the heterogeneous detection. The results show that the Faster-RCNN model established in this paper can effectively identify 2, 4 and 7 different types of heterogeneity on multi-spectral images, respectively. And the best mAP detection results for 2, 4 and 7 heterogeneities are 97.65%, 96.78% and 97.04%, respectively. In conclusion, this paper achieves the detection of heterogeneity on multi-spectral transmission images by fusing high-quality multi-wavelength transmission images and the Faster-RCNN network model, which will promote the clinical application of transmission imaging in early screening of breast cancer." @default.
• W3011034736 created "2020-03-23" @default.
• W3011034736 creator A5023543223 @default.
• W3011034736 creator A5028616506 @default.
• W3011034736 creator A5031294586 @default.
• W3011034736 creator A5048350041 @default.
• W3011034736 creator A5074942308 @default.
• W3011034736 creator A5076711548 @default.
• W3011034736 date "2020-05-01" @default.
• W3011034736 modified "2023-09-27" @default.
• W3011034736 title "Detection of heterogeneity on multi-spectral transmission image based on multiple types of pseudo-color maps" @default.
• W3011034736 cites W1897657709 @default.
• W3011034736 cites W1963518157 @default.
• W3011034736 cites W1976056487 @default.
• W3011034736 cites W1976646026 @default.
• W3011034736 cites W1977355360 @default.
• W3011034736 cites W2083342492 @default.
• W3011034736 cites W2117921690 @default.
• W3011034736 cites W2170735770 @default.
• W3011034736 cites W2343172899 @default.
• W3011034736 cites W2345208860 @default.
• W3011034736 cites W2359908325 @default.
• W3011034736 cites W2581082771 @default.
• W3011034736 cites W2585123518 @default.
• W3011034736 cites W2599074167 @default.
• W3011034736 cites W2791292838 @default.
• W3011034736 cites W2809531656 @default.
• W3011034736 cites W2896659262 @default.
• W3011034736 cites W2909448558 @default.
• W3011034736 cites W2910396195 @default.
• W3011034736 cites W2914567198 @default.
• W3011034736 cites W2939094978 @default.
• W3011034736 cites W2946472830 @default.
• W3011034736 cites W2963360157 @default.
• W3011034736 cites W2966348120 @default.
• W3011034736 cites W2966716359 @default.
• W3011034736 cites W2969482325 @default.
• W3011034736 cites W2972559566 @default.
• W3011034736 cites W2976186403 @default.
• W3011034736 cites W639708223 @default.
• W3011034736 doi "https://doi.org/10.1016/j.infrared.2020.103285" @default.
• W3011034736 hasPublicationYear "2020" @default.
• W3011034736 type Work @default.
• W3011034736 sameAs 3011034736 @default.
• W3011034736 citedByCount "9" @default.
• W3011034736 countsByYear W30110347362021 @default.
• W3011034736 countsByYear W30110347362022 @default.
• W3011034736 countsByYear W30110347362023 @default.
• W3011034736 crossrefType "journal-article" @default.
• W3011034736 hasAuthorship W3011034736A5023543223 @default.
• W3011034736 hasAuthorship W3011034736A5028616506 @default.
• W3011034736 hasAuthorship W3011034736A5031294586 @default.
• W3011034736 hasAuthorship W3011034736A5048350041 @default.
• W3011034736 hasAuthorship W3011034736A5074942308 @default.
• W3011034736 hasAuthorship W3011034736A5076711548 @default.
• W3011034736 hasConcept C115961682 @default.
• W3011034736 hasConcept C120665830 @default.
• W3011034736 hasConcept C121332964 @default.
• W3011034736 hasConcept C127313418 @default.
• W3011034736 hasConcept C142616399 @default.
• W3011034736 hasConcept C153180895 @default.
• W3011034736 hasConcept C154945302 @default.
• W3011034736 hasConcept C31972630 @default.
• W3011034736 hasConcept C41008148 @default.
• W3011034736 hasConcept C62649853 @default.
• W3011034736 hasConcept C761482 @default.
• W3011034736 hasConcept C76155785 @default.
• W3011034736 hasConcept C9417928 @default.
• W3011034736 hasConceptScore W3011034736C115961682 @default.
• W3011034736 hasConceptScore W3011034736C120665830 @default.
• W3011034736 hasConceptScore W3011034736C121332964 @default.
• W3011034736 hasConceptScore W3011034736C127313418 @default.
• W3011034736 hasConceptScore W3011034736C142616399 @default.
• W3011034736 hasConceptScore W3011034736C153180895 @default.
• W3011034736 hasConceptScore W3011034736C154945302 @default.
• W3011034736 hasConceptScore W3011034736C31972630 @default.
• W3011034736 hasConceptScore W3011034736C41008148 @default.
• W3011034736 hasConceptScore W3011034736C62649853 @default.
• W3011034736 hasConceptScore W3011034736C761482 @default.
• W3011034736 hasConceptScore W3011034736C76155785 @default.
• W3011034736 hasConceptScore W3011034736C9417928 @default.
• W3011034736 hasLocation W30110347361 @default.
• W3011034736 hasOpenAccess W3011034736 @default.
• W3011034736 hasPrimaryLocation W30110347361 @default.
• W3011034736 hasRelatedWork W1984313060 @default.
• W3011034736 hasRelatedWork W2005185696 @default.
• W3011034736 hasRelatedWork W2080322084 @default.
• W3011034736 hasRelatedWork W2164309059 @default.
• W3011034736 hasRelatedWork W23451984 @default.
• W3011034736 hasRelatedWork W2366116130 @default.
• W3011034736 hasRelatedWork W2368222398 @default.
• W3011034736 hasRelatedWork W2794975693 @default.
• W3011034736 hasRelatedWork W4295539746 @default.
• W3011034736 hasRelatedWork W2612881747 @default.
• W3011034736 hasVolume "106" @default.
• W3011034736 isParatext "false" @default.
• W3011034736 isRetracted "false" @default.
• W3011034736 magId "3011034736" @default.

• next