A Fast Routing Capsule Network With Improved Dense Blocks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3128412
Abstract: Routing algorithm in most existing Capsule Networks (CapsNets) is always a challenging problem due to its heavy computational burden. To address this issue, we propose a “fast routing” algorithm, where the high-level capsules are activated… read more here.
Keywords: dense blocks; fast routing; improved dense; capsnet ... See more keywords
Enhanced polarization image fusion via dense blocks and multi-scale attention mechanism
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Electronic Imaging"
DOI: 10.1117/1.jei.34.2.023005
Abstract: Abstract. Polarization image fusion combines information from different polarizations to enhance image quality. We propose DMAFusion, a unique deep network architecture designed specifically for fusing the degree of linear polarization and intensity (S0) images. DMAFusion… read more here.
Keywords: image; polarization image; image fusion; polarization ... See more keywords