FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308588230> ?p ?o ?g. }

• W4308588230 endingPage "e1145" @default.
• W4308588230 startingPage "e1145" @default.
• W4308588230 abstract "Small object detection is widely used in the real world. Detecting small objects in complex scenes is extremely difficult as they appear with low resolution. At present, many studies have made significant progress in improving the detection accuracy of small objects. However, some of them cannot balance the detection speed and accuracy well. To solve the above problems, a lightweight multi-scale network (LMSN) was proposed to exploit the multi-scale information in this article. Firstly, it explicitly modeled semantic information interactions at every scale via a multi-scale feature fusion unit. Secondly, the feature extraction capability of the network was intensified by a lightweight receptive field enhancement module. Finally, an efficient channel attention module was employed to enhance the feature representation capability. To validate our proposed network, we implemented extensive experiments on two benchmark datasets. The mAP of LMSN achieved 75.76% and 89.32% on PASCAL VOC and RSOD datasets, respectively, which is 5.79% and 11.14% higher than MobileNetv2-SSD. Notably, its inference speed was up to 61 FPS and 64 FPS, respectively. The experimental results confirm the validity of LMSN for small object detection." @default.
• W4308588230 created "2022-11-12" @default.
• W4308588230 creator A5016696094 @default.
• W4308588230 creator A5024429702 @default.
• W4308588230 creator A5027475930 @default.
• W4308588230 date "2022-11-08" @default.
• W4308588230 modified "2023-10-05" @default.
• W4308588230 title "Lightweight multi-scale network for small object detection" @default.
• W4308588230 cites W2031489346 @default.
• W4308588230 cites W2059357486 @default.
• W4308588230 cites W2109255472 @default.
• W4308588230 cites W2577537809 @default.
• W4308588230 cites W2802292981 @default.
• W4308588230 cites W2950800384 @default.
• W4308588230 cites W2951232496 @default.
• W4308588230 cites W2953106684 @default.
• W4308588230 cites W3004227146 @default.
• W4308588230 cites W3004917840 @default.
• W4308588230 cites W3005363112 @default.
• W4308588230 cites W3008115128 @default.
• W4308588230 cites W3009818596 @default.
• W4308588230 cites W3021737887 @default.
• W4308588230 cites W3042203953 @default.
• W4308588230 cites W3101677789 @default.
• W4308588230 cites W3112492477 @default.
• W4308588230 cites W3125509312 @default.
• W4308588230 cites W3159196909 @default.
• W4308588230 cites W3171349866 @default.
• W4308588230 cites W3174372618 @default.
• W4308588230 cites W3213418121 @default.
• W4308588230 cites W4229441542 @default.
• W4308588230 cites W4285219686 @default.
• W4308588230 cites W4293584584 @default.
• W4308588230 cites W4226046636 @default.
• W4308588230 doi "https://doi.org/10.7717/peerj-cs.1145" @default.
• W4308588230 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36426252" @default.
• W4308588230 hasPublicationYear "2022" @default.
• W4308588230 type Work @default.
• W4308588230 citedByCount "6" @default.
• W4308588230 countsByYear W43085882302023 @default.
• W4308588230 crossrefType "journal-article" @default.
• W4308588230 hasAuthorship W4308588230A5016696094 @default.
• W4308588230 hasAuthorship W4308588230A5024429702 @default.
• W4308588230 hasAuthorship W4308588230A5027475930 @default.
• W4308588230 hasBestOaLocation W43085882301 @default.
• W4308588230 hasConcept C121332964 @default.
• W4308588230 hasConcept C124101348 @default.
• W4308588230 hasConcept C13280743 @default.
• W4308588230 hasConcept C138885662 @default.
• W4308588230 hasConcept C153180895 @default.
• W4308588230 hasConcept C154945302 @default.
• W4308588230 hasConcept C165696696 @default.
• W4308588230 hasConcept C185798385 @default.
• W4308588230 hasConcept C199360897 @default.
• W4308588230 hasConcept C205649164 @default.
• W4308588230 hasConcept C2776151529 @default.
• W4308588230 hasConcept C2776214188 @default.
• W4308588230 hasConcept C2776401178 @default.
• W4308588230 hasConcept C2778755073 @default.
• W4308588230 hasConcept C31972630 @default.
• W4308588230 hasConcept C38652104 @default.
• W4308588230 hasConcept C41008148 @default.
• W4308588230 hasConcept C41895202 @default.
• W4308588230 hasConcept C52622490 @default.
• W4308588230 hasConcept C62520636 @default.
• W4308588230 hasConcept C75608658 @default.
• W4308588230 hasConceptScore W4308588230C121332964 @default.
• W4308588230 hasConceptScore W4308588230C124101348 @default.
• W4308588230 hasConceptScore W4308588230C13280743 @default.
• W4308588230 hasConceptScore W4308588230C138885662 @default.
• W4308588230 hasConceptScore W4308588230C153180895 @default.
• W4308588230 hasConceptScore W4308588230C154945302 @default.
• W4308588230 hasConceptScore W4308588230C165696696 @default.
• W4308588230 hasConceptScore W4308588230C185798385 @default.
• W4308588230 hasConceptScore W4308588230C199360897 @default.
• W4308588230 hasConceptScore W4308588230C205649164 @default.
• W4308588230 hasConceptScore W4308588230C2776151529 @default.
• W4308588230 hasConceptScore W4308588230C2776214188 @default.
• W4308588230 hasConceptScore W4308588230C2776401178 @default.
• W4308588230 hasConceptScore W4308588230C2778755073 @default.
• W4308588230 hasConceptScore W4308588230C31972630 @default.
• W4308588230 hasConceptScore W4308588230C38652104 @default.
• W4308588230 hasConceptScore W4308588230C41008148 @default.
• W4308588230 hasConceptScore W4308588230C41895202 @default.
• W4308588230 hasConceptScore W4308588230C52622490 @default.
• W4308588230 hasConceptScore W4308588230C62520636 @default.
• W4308588230 hasConceptScore W4308588230C75608658 @default.
• W4308588230 hasLocation W43085882301 @default.
• W4308588230 hasLocation W43085882302 @default.
• W4308588230 hasLocation W43085882303 @default.
• W4308588230 hasLocation W43085882304 @default.
• W4308588230 hasOpenAccess W4308588230 @default.
• W4308588230 hasPrimaryLocation W43085882301 @default.
• W4308588230 hasRelatedWork W1497101000 @default.
• W4308588230 hasRelatedWork W1504288058 @default.
• W4308588230 hasRelatedWork W2095705906 @default.
• W4308588230 hasRelatedWork W2546942002 @default.
• W4308588230 hasRelatedWork W2754428891 @default.

• next