Matches in SemOpenAlex for { <https://semopenalex.org/work/W4328124810> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W4328124810 endingPage "1480" @default.
- W4328124810 startingPage "1480" @default.
- W4328124810 abstract "Light Field (LF) cameras can capture angular and spatial information simultaneously, making them suitable for a wide range of applications such as refocusing, disparity estimation, and virtual reality. However, the limited spatial resolution of the LF images hinders their applicability. In order to address this issue, we propose an end-to-end learning-based light field super-resolution (LFSR) model called MFSR, which integrates multiple features, including spatial, angular, epipolar plane images (EPI), and global features. These features are extracted separately from the LF image and then fused together to obtain a comprehensive feature using the Feature Extract Block (FE Block) iteratively. Gradient loss is added into the loss function to ensure that the MFSR has good performance for LF images with rich texture. Experimental results on synthetic and real-world datasets demonstrate that the proposed method outperforms other state-of-the-art methods, with a peak signal-to-noise ratio (PSNR) improvement of 0.208 dB and 0.274 dB on average for the 2× and 4× super-resolution tasks, and structural similarity (SSIM) of both improvements of 0.01 on average." @default.
- W4328124810 created "2023-03-22" @default.
- W4328124810 creator A5015403864 @default.
- W4328124810 creator A5074968186 @default.
- W4328124810 date "2023-03-21" @default.
- W4328124810 modified "2023-09-26" @default.
- W4328124810 title "MFSR: Light Field Images Spatial Super Resolution Model Integrated with Multiple Features" @default.
- W4328124810 cites W2012451647 @default.
- W4328124810 cites W2042687553 @default.
- W4328124810 cites W2071356085 @default.
- W4328124810 cites W2098232352 @default.
- W4328124810 cites W2105198794 @default.
- W4328124810 cites W2146695255 @default.
- W4328124810 cites W2150007820 @default.
- W4328124810 cites W2239879258 @default.
- W4328124810 cites W2342420672 @default.
- W4328124810 cites W2572840108 @default.
- W4328124810 cites W2591697814 @default.
- W4328124810 cites W2753246299 @default.
- W4328124810 cites W2783178946 @default.
- W4328124810 cites W2798270832 @default.
- W4328124810 cites W2866634454 @default.
- W4328124810 cites W2892310177 @default.
- W4328124810 cites W2904741145 @default.
- W4328124810 cites W2947690922 @default.
- W4328124810 cites W2963372104 @default.
- W4328124810 cites W2963470893 @default.
- W4328124810 cites W2964251418 @default.
- W4328124810 cites W3009652626 @default.
- W4328124810 cites W3016490563 @default.
- W4328124810 cites W3035271082 @default.
- W4328124810 cites W3110151525 @default.
- W4328124810 cites W3111051040 @default.
- W4328124810 cites W3162285386 @default.
- W4328124810 cites W3175527165 @default.
- W4328124810 cites W3203605797 @default.
- W4328124810 cites W4226022249 @default.
- W4328124810 cites W54257720 @default.
- W4328124810 doi "https://doi.org/10.3390/electronics12061480" @default.
- W4328124810 hasPublicationYear "2023" @default.
- W4328124810 type Work @default.
- W4328124810 citedByCount "0" @default.
- W4328124810 crossrefType "journal-article" @default.
- W4328124810 hasAuthorship W4328124810A5015403864 @default.
- W4328124810 hasAuthorship W4328124810A5074968186 @default.
- W4328124810 hasBestOaLocation W43281248101 @default.
- W4328124810 hasConcept C103278499 @default.
- W4328124810 hasConcept C115961682 @default.
- W4328124810 hasConcept C138885662 @default.
- W4328124810 hasConcept C153180895 @default.
- W4328124810 hasConcept C154945302 @default.
- W4328124810 hasConcept C202444582 @default.
- W4328124810 hasConcept C205372480 @default.
- W4328124810 hasConcept C23379248 @default.
- W4328124810 hasConcept C2524010 @default.
- W4328124810 hasConcept C2776401178 @default.
- W4328124810 hasConcept C2777210771 @default.
- W4328124810 hasConcept C31972630 @default.
- W4328124810 hasConcept C33923547 @default.
- W4328124810 hasConcept C41008148 @default.
- W4328124810 hasConcept C41895202 @default.
- W4328124810 hasConcept C48983235 @default.
- W4328124810 hasConcept C9652623 @default.
- W4328124810 hasConceptScore W4328124810C103278499 @default.
- W4328124810 hasConceptScore W4328124810C115961682 @default.
- W4328124810 hasConceptScore W4328124810C138885662 @default.
- W4328124810 hasConceptScore W4328124810C153180895 @default.
- W4328124810 hasConceptScore W4328124810C154945302 @default.
- W4328124810 hasConceptScore W4328124810C202444582 @default.
- W4328124810 hasConceptScore W4328124810C205372480 @default.
- W4328124810 hasConceptScore W4328124810C23379248 @default.
- W4328124810 hasConceptScore W4328124810C2524010 @default.
- W4328124810 hasConceptScore W4328124810C2776401178 @default.
- W4328124810 hasConceptScore W4328124810C2777210771 @default.
- W4328124810 hasConceptScore W4328124810C31972630 @default.
- W4328124810 hasConceptScore W4328124810C33923547 @default.
- W4328124810 hasConceptScore W4328124810C41008148 @default.
- W4328124810 hasConceptScore W4328124810C41895202 @default.
- W4328124810 hasConceptScore W4328124810C48983235 @default.
- W4328124810 hasConceptScore W4328124810C9652623 @default.
- W4328124810 hasIssue "6" @default.
- W4328124810 hasLocation W43281248101 @default.
- W4328124810 hasOpenAccess W4328124810 @default.
- W4328124810 hasPrimaryLocation W43281248101 @default.
- W4328124810 hasRelatedWork W1549664882 @default.
- W4328124810 hasRelatedWork W1629692288 @default.
- W4328124810 hasRelatedWork W1984315854 @default.
- W4328124810 hasRelatedWork W2048518944 @default.
- W4328124810 hasRelatedWork W2094002035 @default.
- W4328124810 hasRelatedWork W2101703235 @default.
- W4328124810 hasRelatedWork W2360564767 @default.
- W4328124810 hasRelatedWork W2737258383 @default.
- W4328124810 hasRelatedWork W2897307500 @default.
- W4328124810 hasRelatedWork W3152085117 @default.
- W4328124810 hasVolume "12" @default.
- W4328124810 isParatext "false" @default.
- W4328124810 isRetracted "false" @default.
- W4328124810 workType "article" @default.