FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367663172> ?p ?o ?g. }

• W4367663172 endingPage "4067" @default.
• W4367663172 startingPage "4060" @default.
• W4367663172 abstract "Recently, RGB-Thermal based perception has shown significant advances. Thermal information provides useful clues when visual cameras suffer from poor lighting conditions, such as low light and fog. However, how to effectively fuse RGB images and thermal data remains an open challenge. Previous works involve naive fusion strategies such as merging them at the input, concatenating multi-modality features inside models, or applying attention to each data modality. These fusion strategies are straightforward yet insufficient. In this letter, we propose a novel fusion method named Explicit Attention-Enhanced Fusion (EAEF) that fully takes advantage of each type of data. Specifically, we consider the following cases: i) both RGB data and thermal data, ii) only one of the types of data, and iii) none of them generate discriminative features. EAEF uses one branch to enhance feature extraction for i) and iii) and the other branch to remedy insufficient representations for ii). The outputs of two branches are fused to form complementary features. As a result, the proposed fusion method outperforms state-of-the-art by 1.6% in mIoU on semantic segmentation, 3.1% in MAE on salient object detection, 2.3% in mAP on object detection, and 8.1% in MAE on crowd counting." @default.
• W4367663172 created "2023-05-03" @default.
• W4367663172 creator A5040821190 @default.
• W4367663172 creator A5051000963 @default.
• W4367663172 creator A5054433191 @default.
• W4367663172 creator A5076185690 @default.
• W4367663172 creator A5078228881 @default.
• W4367663172 creator A5082314454 @default.
• W4367663172 date "2023-07-01" @default.
• W4367663172 modified "2023-10-17" @default.
• W4367663172 title "Explicit Attention-Enhanced Fusion for RGB-Thermal Perception Tasks" @default.
• W4367663172 cites W1203557841 @default.
• W4367663172 cites W1576278180 @default.
• W4367663172 cites W1903029394 @default.
• W4367663172 cites W2132083787 @default.
• W4367663172 cites W2194775991 @default.
• W4367663172 cites W2560023338 @default.
• W4367663172 cites W2587989515 @default.
• W4367663172 cites W2752782242 @default.
• W4367663172 cites W2774839435 @default.
• W4367663172 cites W2921749009 @default.
• W4367663172 cites W2942049721 @default.
• W4367663172 cites W2945809413 @default.
• W4367663172 cites W2955171701 @default.
• W4367663172 cites W2962914239 @default.
• W4367663172 cites W2963037989 @default.
• W4367663172 cites W2963085671 @default.
• W4367663172 cites W2963911235 @default.
• W4367663172 cites W2964297221 @default.
• W4367663172 cites W2964309882 @default.
• W4367663172 cites W2967052791 @default.
• W4367663172 cites W2971014764 @default.
• W4367663172 cites W2981689412 @default.
• W4367663172 cites W2985335644 @default.
• W4367663172 cites W2995936506 @default.
• W4367663172 cites W3004672782 @default.
• W4367663172 cites W3033020497 @default.
• W4367663172 cites W3034320133 @default.
• W4367663172 cites W3035633116 @default.
• W4367663172 cites W3039479109 @default.
• W4367663172 cites W3091001089 @default.
• W4367663172 cites W3097053213 @default.
• W4367663172 cites W3098090606 @default.
• W4367663172 cites W3107497254 @default.
• W4367663172 cites W3108288688 @default.
• W4367663172 cites W3108601100 @default.
• W4367663172 cites W3108822985 @default.
• W4367663172 cites W3120474118 @default.
• W4367663172 cites W3131439390 @default.
• W4367663172 cites W3159018159 @default.
• W4367663172 cites W3166016280 @default.
• W4367663172 cites W3171757599 @default.
• W4367663172 cites W3177211876 @default.
• W4367663172 cites W3182674219 @default.
• W4367663172 cites W3185043317 @default.
• W4367663172 cites W3198062544 @default.
• W4367663172 cites W3206439726 @default.
• W4367663172 cites W4200613742 @default.
• W4367663172 cites W4224944713 @default.
• W4367663172 cites W4226178544 @default.
• W4367663172 cites W4281709219 @default.
• W4367663172 cites W4285205872 @default.
• W4367663172 cites W4285244413 @default.
• W4367663172 cites W4295832202 @default.
• W4367663172 cites W4312269470 @default.
• W4367663172 cites W4312594135 @default.
• W4367663172 cites W4312880818 @default.
• W4367663172 cites W4316654064 @default.
• W4367663172 cites W4319866558 @default.
• W4367663172 cites W4319879007 @default.
• W4367663172 cites W4321505055 @default.
• W4367663172 doi "https://doi.org/10.1109/lra.2023.3272269" @default.
• W4367663172 hasPublicationYear "2023" @default.
• W4367663172 type Work @default.
• W4367663172 citedByCount "0" @default.
• W4367663172 crossrefType "journal-article" @default.
• W4367663172 hasAuthorship W4367663172A5040821190 @default.
• W4367663172 hasAuthorship W4367663172A5051000963 @default.
• W4367663172 hasAuthorship W4367663172A5054433191 @default.
• W4367663172 hasAuthorship W4367663172A5076185690 @default.
• W4367663172 hasAuthorship W4367663172A5078228881 @default.
• W4367663172 hasAuthorship W4367663172A5082314454 @default.
• W4367663172 hasBestOaLocation W43676631722 @default.
• W4367663172 hasConcept C119599485 @default.
• W4367663172 hasConcept C119857082 @default.
• W4367663172 hasConcept C127413603 @default.
• W4367663172 hasConcept C138885662 @default.
• W4367663172 hasConcept C141353440 @default.
• W4367663172 hasConcept C153180895 @default.
• W4367663172 hasConcept C154945302 @default.
• W4367663172 hasConcept C158525013 @default.
• W4367663172 hasConcept C2776401178 @default.
• W4367663172 hasConcept C2780226545 @default.
• W4367663172 hasConcept C2780719617 @default.
• W4367663172 hasConcept C2781238097 @default.
• W4367663172 hasConcept C31972630 @default.
• W4367663172 hasConcept C33954974 @default.
• W4367663172 hasConcept C41008148 @default.

• next