Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386754915> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W4386754915 abstract "Current infrared and visible image fusion (IVIF) methods go to great lengths to excavate complementary features and design complex fusion strategies, which is extremely challenging. To this end, we rethink the IVIF outside the box, proposing a complementary to harmonious information transfer network (CHITNet). It reasonably transfers complementary information into harmonious one, which integrates both the shared and complementary features from two modalities. Specifically, to skillfully sidestep aggregating complementary information in IVIF, we design a mutual information transfer (MIT) module to mutually represent features from two modalities, roughly transferring complementary information into harmonious one. Then, a harmonious information acquisition supervised by source image (HIASSI) module is devised to further ensure the complementary to harmonious information transfer after MIT. Meanwhile, we also propose a structure information preservation (SIP) module to guarantee that the edge structure information of the source images can be transferred to the fusion results. Moreover, a mutual promotion training paradigm (MPTP) with interaction loss is adopted to facilitate better collaboration among MIT, HIASSI and SIP. In this way, the proposed method is able to generate fused images with higher qualities. Extensive experimental results demonstrate the superiority of our CHITNet over state-of-the-art algorithms in terms of visual quality and quantitative evaluations." @default.
- W4386754915 created "2023-09-15" @default.
- W4386754915 creator A5005210261 @default.
- W4386754915 creator A5005431458 @default.
- W4386754915 creator A5009812232 @default.
- W4386754915 creator A5018073672 @default.
- W4386754915 creator A5080535168 @default.
- W4386754915 date "2023-09-12" @default.
- W4386754915 modified "2023-09-30" @default.
- W4386754915 title "CHITNet: A Complementary to Harmonious Information Transfer Network for Infrared and Visible Image Fusion" @default.
- W4386754915 doi "https://doi.org/10.48550/arxiv.2309.06118" @default.
- W4386754915 hasPublicationYear "2023" @default.
- W4386754915 type Work @default.
- W4386754915 citedByCount "0" @default.
- W4386754915 crossrefType "posted-content" @default.
- W4386754915 hasAuthorship W4386754915A5005210261 @default.
- W4386754915 hasAuthorship W4386754915A5005431458 @default.
- W4386754915 hasAuthorship W4386754915A5009812232 @default.
- W4386754915 hasAuthorship W4386754915A5018073672 @default.
- W4386754915 hasAuthorship W4386754915A5080535168 @default.
- W4386754915 hasBestOaLocation W43867549151 @default.
- W4386754915 hasConcept C115961682 @default.
- W4386754915 hasConcept C124101348 @default.
- W4386754915 hasConcept C144024400 @default.
- W4386754915 hasConcept C152139883 @default.
- W4386754915 hasConcept C154945302 @default.
- W4386754915 hasConcept C23123220 @default.
- W4386754915 hasConcept C2779903281 @default.
- W4386754915 hasConcept C2982962833 @default.
- W4386754915 hasConcept C31972630 @default.
- W4386754915 hasConcept C36289849 @default.
- W4386754915 hasConcept C41008148 @default.
- W4386754915 hasConcept C69744172 @default.
- W4386754915 hasConcept C76155785 @default.
- W4386754915 hasConcept C8854915 @default.
- W4386754915 hasConceptScore W4386754915C115961682 @default.
- W4386754915 hasConceptScore W4386754915C124101348 @default.
- W4386754915 hasConceptScore W4386754915C144024400 @default.
- W4386754915 hasConceptScore W4386754915C152139883 @default.
- W4386754915 hasConceptScore W4386754915C154945302 @default.
- W4386754915 hasConceptScore W4386754915C23123220 @default.
- W4386754915 hasConceptScore W4386754915C2779903281 @default.
- W4386754915 hasConceptScore W4386754915C2982962833 @default.
- W4386754915 hasConceptScore W4386754915C31972630 @default.
- W4386754915 hasConceptScore W4386754915C36289849 @default.
- W4386754915 hasConceptScore W4386754915C41008148 @default.
- W4386754915 hasConceptScore W4386754915C69744172 @default.
- W4386754915 hasConceptScore W4386754915C76155785 @default.
- W4386754915 hasConceptScore W4386754915C8854915 @default.
- W4386754915 hasLocation W43867549151 @default.
- W4386754915 hasOpenAccess W4386754915 @default.
- W4386754915 hasPrimaryLocation W43867549151 @default.
- W4386754915 hasRelatedWork W1968790341 @default.
- W4386754915 hasRelatedWork W1979848552 @default.
- W4386754915 hasRelatedWork W1990216444 @default.
- W4386754915 hasRelatedWork W2010729749 @default.
- W4386754915 hasRelatedWork W2034995331 @default.
- W4386754915 hasRelatedWork W2101992317 @default.
- W4386754915 hasRelatedWork W2419576664 @default.
- W4386754915 hasRelatedWork W3007420330 @default.
- W4386754915 hasRelatedWork W4312613727 @default.
- W4386754915 hasRelatedWork W2318670660 @default.
- W4386754915 isParatext "false" @default.
- W4386754915 isRetracted "false" @default.
- W4386754915 workType "article" @default.