Matches in SemOpenAlex for { <https://semopenalex.org/work/W4293237859> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W4293237859 abstract "Abstract In this paper, a dual-pathway convolutional neural network (CNN) considering binocular visual mechanism is proposed to simulate the perceiving characteristics from binocular vision. Because the different sensitivity of retinal photoreceptor cells to RGB colors and the characteristics of human visual attention are more important in binocular vision mechanism, an attention module is used to weight the RGB channels and theirs patial position on each channel. Meanwhile, considering that 3D convolution can learn inter-frame information well, we use 3D convolution to extract the correlation features between RGB channels. Furthermore,considering the importance of optic chiasm in human visual system (HVS), a new cross-method is design to simulate the optic chiasm. Besides, since the characteristics of multi-scale and multi-level are indispensable to perception of any objects, a new multi-scale and multi-level feature fusion (MSMLFF) module is constructed to extract the perceptual features at different scales andlevels. The experimental results illustrate that the proposed method outperforms several state-of-the-art SCIs quality assessment methods." @default.
- W4293237859 created "2022-08-27" @default.
- W4293237859 creator A5010228333 @default.
- W4293237859 creator A5036035213 @default.
- W4293237859 creator A5062490905 @default.
- W4293237859 creator A5077576020 @default.
- W4293237859 date "2022-04-27" @default.
- W4293237859 modified "2023-10-16" @default.
- W4293237859 title "Quality Assessment of Screen Content Images Based on Convolutional Neural Network Considering Binocular Visual Mechanism" @default.
- W4293237859 doi "https://doi.org/10.21203/rs.3.rs-1591347/v1" @default.
- W4293237859 hasPublicationYear "2022" @default.
- W4293237859 type Work @default.
- W4293237859 citedByCount "0" @default.
- W4293237859 crossrefType "posted-content" @default.
- W4293237859 hasAuthorship W4293237859A5010228333 @default.
- W4293237859 hasAuthorship W4293237859A5036035213 @default.
- W4293237859 hasAuthorship W4293237859A5062490905 @default.
- W4293237859 hasAuthorship W4293237859A5077576020 @default.
- W4293237859 hasBestOaLocation W42932378591 @default.
- W4293237859 hasConcept C115961682 @default.
- W4293237859 hasConcept C121958486 @default.
- W4293237859 hasConcept C138885662 @default.
- W4293237859 hasConcept C153180895 @default.
- W4293237859 hasConcept C154945302 @default.
- W4293237859 hasConcept C160086991 @default.
- W4293237859 hasConcept C2776401178 @default.
- W4293237859 hasConcept C31972630 @default.
- W4293237859 hasConcept C41008148 @default.
- W4293237859 hasConcept C41895202 @default.
- W4293237859 hasConcept C45347329 @default.
- W4293237859 hasConcept C50644808 @default.
- W4293237859 hasConcept C81363708 @default.
- W4293237859 hasConcept C82990744 @default.
- W4293237859 hasConceptScore W4293237859C115961682 @default.
- W4293237859 hasConceptScore W4293237859C121958486 @default.
- W4293237859 hasConceptScore W4293237859C138885662 @default.
- W4293237859 hasConceptScore W4293237859C153180895 @default.
- W4293237859 hasConceptScore W4293237859C154945302 @default.
- W4293237859 hasConceptScore W4293237859C160086991 @default.
- W4293237859 hasConceptScore W4293237859C2776401178 @default.
- W4293237859 hasConceptScore W4293237859C31972630 @default.
- W4293237859 hasConceptScore W4293237859C41008148 @default.
- W4293237859 hasConceptScore W4293237859C41895202 @default.
- W4293237859 hasConceptScore W4293237859C45347329 @default.
- W4293237859 hasConceptScore W4293237859C50644808 @default.
- W4293237859 hasConceptScore W4293237859C81363708 @default.
- W4293237859 hasConceptScore W4293237859C82990744 @default.
- W4293237859 hasLocation W42932378591 @default.
- W4293237859 hasOpenAccess W4293237859 @default.
- W4293237859 hasPrimaryLocation W42932378591 @default.
- W4293237859 hasRelatedWork W1977806929 @default.
- W4293237859 hasRelatedWork W2148126376 @default.
- W4293237859 hasRelatedWork W2184797770 @default.
- W4293237859 hasRelatedWork W2295021132 @default.
- W4293237859 hasRelatedWork W2434955731 @default.
- W4293237859 hasRelatedWork W2810384904 @default.
- W4293237859 hasRelatedWork W2953116695 @default.
- W4293237859 hasRelatedWork W2968325780 @default.
- W4293237859 hasRelatedWork W3106036237 @default.
- W4293237859 hasRelatedWork W3122675670 @default.
- W4293237859 isParatext "false" @default.
- W4293237859 isRetracted "false" @default.
- W4293237859 workType "article" @default.