FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2981009971> ?p ?o ?g. }

• W2981009971 abstract "The existing objective natural Image Quality Assessment (IQA) methods are mostly designed for grayscale images. These methods ignore the correlations between color information and quality distortions, and lack of investigating the feature representations of color information. Consequently, the prediction accuracy and generalization performance on color images are not satisfactory. In view of this, a multi deep Convolutional Neural Network (CNN) architecture is designed for color image quality assessment, which deeply explores the color information in different color spaces. Firstly, a group set of component maps are generated with multi-scale transformation and multi-color-space transformation on the color image. Secondly, the general CNN structures are adopted and improved to learn effective feature representations related to image quality. Each component map is fed to a single CNN, thus forming a multi-CNNs model. Thirdly, each CNN is trained using transfer learning method with pretrained models on large scale datasets. Finally, multiple output feature eigenvectors are fused and mapped to the subjective quality scores to construct the quality prediction model. The systematic experimental results on multiple artificial databases and the real-world database showed that the proposed prediction model outperforms existing IQA methods." @default.
• W2981009971 created "2019-10-25" @default.
• W2981009971 creator A5011540763 @default.
• W2981009971 creator A5025156061 @default.
• W2981009971 creator A5046775963 @default.
• W2981009971 creator A5062831432 @default.
• W2981009971 date "2019-07-01" @default.
• W2981009971 modified "2023-09-25" @default.
• W2981009971 title "Color Image Quality Assessment with Multi Deep Convolutional Networks" @default.
• W2981009971 cites W1555148682 @default.
• W2981009971 cites W1981572319 @default.
• W2981009971 cites W1982471090 @default.
• W2981009971 cites W1991329314 @default.
• W2981009971 cites W1999475542 @default.
• W2981009971 cites W2000674655 @default.
• W2981009971 cites W2011347706 @default.
• W2981009971 cites W2046715596 @default.
• W2981009971 cites W2051596736 @default.
• W2981009971 cites W2052287864 @default.
• W2981009971 cites W2061513831 @default.
• W2981009971 cites W2083704334 @default.
• W2981009971 cites W2099331678 @default.
• W2981009971 cites W2102166818 @default.
• W2981009971 cites W2107476778 @default.
• W2981009971 cites W2113750924 @default.
• W2981009971 cites W2114338738 @default.
• W2981009971 cites W2129644086 @default.
• W2981009971 cites W2133665775 @default.
• W2981009971 cites W2137186219 @default.
• W2981009971 cites W2148563244 @default.
• W2981009971 cites W2153635508 @default.
• W2981009971 cites W2161223164 @default.
• W2981009971 cites W2162692770 @default.
• W2981009971 cites W2163370434 @default.
• W2981009971 cites W2170947705 @default.
• W2981009971 cites W2324971623 @default.
• W2981009971 cites W3102733987 @default.
• W2981009971 cites W2004358342 @default.
• W2981009971 doi "https://doi.org/10.1109/siprocess.2019.8868333" @default.
• W2981009971 hasPublicationYear "2019" @default.
• W2981009971 type Work @default.
• W2981009971 sameAs 2981009971 @default.
• W2981009971 citedByCount "2" @default.
• W2981009971 countsByYear W29810099712021 @default.
• W2981009971 countsByYear W29810099712022 @default.
• W2981009971 crossrefType "proceedings-article" @default.
• W2981009971 hasAuthorship W2981009971A5011540763 @default.
• W2981009971 hasAuthorship W2981009971A5025156061 @default.
• W2981009971 hasAuthorship W2981009971A5046775963 @default.
• W2981009971 hasAuthorship W2981009971A5062831432 @default.
• W2981009971 hasConcept C104317684 @default.
• W2981009971 hasConcept C115961682 @default.
• W2981009971 hasConcept C134306372 @default.
• W2981009971 hasConcept C138885662 @default.
• W2981009971 hasConcept C142616399 @default.
• W2981009971 hasConcept C153180895 @default.
• W2981009971 hasConcept C154945302 @default.
• W2981009971 hasConcept C177148314 @default.
• W2981009971 hasConcept C185592680 @default.
• W2981009971 hasConcept C204241405 @default.
• W2981009971 hasConcept C2776401178 @default.
• W2981009971 hasConcept C2961294 @default.
• W2981009971 hasConcept C31972630 @default.
• W2981009971 hasConcept C33923547 @default.
• W2981009971 hasConcept C41008148 @default.
• W2981009971 hasConcept C41895202 @default.
• W2981009971 hasConcept C52622490 @default.
• W2981009971 hasConcept C55020928 @default.
• W2981009971 hasConcept C55493867 @default.
• W2981009971 hasConcept C78201319 @default.
• W2981009971 hasConcept C81363708 @default.
• W2981009971 hasConcept C9417928 @default.
• W2981009971 hasConceptScore W2981009971C104317684 @default.
• W2981009971 hasConceptScore W2981009971C115961682 @default.
• W2981009971 hasConceptScore W2981009971C134306372 @default.
• W2981009971 hasConceptScore W2981009971C138885662 @default.
• W2981009971 hasConceptScore W2981009971C142616399 @default.
• W2981009971 hasConceptScore W2981009971C153180895 @default.
• W2981009971 hasConceptScore W2981009971C154945302 @default.
• W2981009971 hasConceptScore W2981009971C177148314 @default.
• W2981009971 hasConceptScore W2981009971C185592680 @default.
• W2981009971 hasConceptScore W2981009971C204241405 @default.
• W2981009971 hasConceptScore W2981009971C2776401178 @default.
• W2981009971 hasConceptScore W2981009971C2961294 @default.
• W2981009971 hasConceptScore W2981009971C31972630 @default.
• W2981009971 hasConceptScore W2981009971C33923547 @default.
• W2981009971 hasConceptScore W2981009971C41008148 @default.
• W2981009971 hasConceptScore W2981009971C41895202 @default.
• W2981009971 hasConceptScore W2981009971C52622490 @default.
• W2981009971 hasConceptScore W2981009971C55020928 @default.
• W2981009971 hasConceptScore W2981009971C55493867 @default.
• W2981009971 hasConceptScore W2981009971C78201319 @default.
• W2981009971 hasConceptScore W2981009971C81363708 @default.
• W2981009971 hasConceptScore W2981009971C9417928 @default.
• W2981009971 hasLocation W29810099711 @default.
• W2981009971 hasOpenAccess W2981009971 @default.
• W2981009971 hasPrimaryLocation W29810099711 @default.
• W2981009971 hasRelatedWork W1532452946 @default.
• W2981009971 hasRelatedWork W1578423211 @default.
• W2981009971 hasRelatedWork W1997974943 @default.

• next