Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387130503> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W4387130503 abstract "Many lightweight approaches for image super-resolution are currently unsatisfactory in their performance. To address this issue, we propose an efficient attention fusion feature extraction network (EAFFEN) for lightweight image super-resolution model. Our method is comprised of multiple efficient attention fusion feature extraction blocks (EAFFEB), each of which performs aggregation operations of deep feature extraction, enhancement, refinement, and redistribution of feature information. In each block, we employ the progressive residual feature extraction module (PRFEM) to extract deep information of image. Then the channel contrastive-aware attention module (CCAAM) is used to enhance the feature information. And finally, we use the channel-spatial joint attention module (CSJAM) to jointly redistribute the feature information from the previous layer and the enhanced deep feature information to collect various refined feature information. These three modules are concatenated in a cascade manner to form an efficient attention fusion feature extraction block. Our method can enable the performance while utilizing a small number of parameters. We evaluate our method on popular benchmark datasets and achieve superior performance compared to existing methods. For example, our EAFFEN achieves the PSNR of 30.50 dB and the SSIM of 0.9087 on Manga109 ×4 dataset." @default.
- W4387130503 created "2023-09-29" @default.
- W4387130503 creator A5000025649 @default.
- W4387130503 creator A5046094893 @default.
- W4387130503 creator A5048600717 @default.
- W4387130503 creator A5077171997 @default.
- W4387130503 date "2023-07-27" @default.
- W4387130503 modified "2023-10-18" @default.
- W4387130503 title "Efficient Attention Fusion Feature Extraction Network for Image Super-Resolution" @default.
- W4387130503 doi "https://doi.org/10.1145/3613330.3613336" @default.
- W4387130503 hasPublicationYear "2023" @default.
- W4387130503 type Work @default.
- W4387130503 citedByCount "0" @default.
- W4387130503 crossrefType "proceedings-article" @default.
- W4387130503 hasAuthorship W4387130503A5000025649 @default.
- W4387130503 hasAuthorship W4387130503A5046094893 @default.
- W4387130503 hasAuthorship W4387130503A5048600717 @default.
- W4387130503 hasAuthorship W4387130503A5077171997 @default.
- W4387130503 hasConcept C115961682 @default.
- W4387130503 hasConcept C127162648 @default.
- W4387130503 hasConcept C13280743 @default.
- W4387130503 hasConcept C138885662 @default.
- W4387130503 hasConcept C153180895 @default.
- W4387130503 hasConcept C154945302 @default.
- W4387130503 hasConcept C185798385 @default.
- W4387130503 hasConcept C205649164 @default.
- W4387130503 hasConcept C2524010 @default.
- W4387130503 hasConcept C2776401178 @default.
- W4387130503 hasConcept C2777210771 @default.
- W4387130503 hasConcept C31258907 @default.
- W4387130503 hasConcept C33923547 @default.
- W4387130503 hasConcept C41008148 @default.
- W4387130503 hasConcept C41895202 @default.
- W4387130503 hasConcept C52622490 @default.
- W4387130503 hasConcept C69744172 @default.
- W4387130503 hasConceptScore W4387130503C115961682 @default.
- W4387130503 hasConceptScore W4387130503C127162648 @default.
- W4387130503 hasConceptScore W4387130503C13280743 @default.
- W4387130503 hasConceptScore W4387130503C138885662 @default.
- W4387130503 hasConceptScore W4387130503C153180895 @default.
- W4387130503 hasConceptScore W4387130503C154945302 @default.
- W4387130503 hasConceptScore W4387130503C185798385 @default.
- W4387130503 hasConceptScore W4387130503C205649164 @default.
- W4387130503 hasConceptScore W4387130503C2524010 @default.
- W4387130503 hasConceptScore W4387130503C2776401178 @default.
- W4387130503 hasConceptScore W4387130503C2777210771 @default.
- W4387130503 hasConceptScore W4387130503C31258907 @default.
- W4387130503 hasConceptScore W4387130503C33923547 @default.
- W4387130503 hasConceptScore W4387130503C41008148 @default.
- W4387130503 hasConceptScore W4387130503C41895202 @default.
- W4387130503 hasConceptScore W4387130503C52622490 @default.
- W4387130503 hasConceptScore W4387130503C69744172 @default.
- W4387130503 hasLocation W43871305031 @default.
- W4387130503 hasOpenAccess W4387130503 @default.
- W4387130503 hasPrimaryLocation W43871305031 @default.
- W4387130503 hasRelatedWork W1964120219 @default.
- W4387130503 hasRelatedWork W2000165426 @default.
- W4387130503 hasRelatedWork W2144059113 @default.
- W4387130503 hasRelatedWork W2146076056 @default.
- W4387130503 hasRelatedWork W2382607599 @default.
- W4387130503 hasRelatedWork W2546942002 @default.
- W4387130503 hasRelatedWork W2811390910 @default.
- W4387130503 hasRelatedWork W3003836766 @default.
- W4387130503 hasRelatedWork W4281689716 @default.
- W4387130503 hasRelatedWork W4320802741 @default.
- W4387130503 isParatext "false" @default.
- W4387130503 isRetracted "false" @default.
- W4387130503 workType "article" @default.