Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387560259> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W4387560259 abstract "Anchor-based detectors have been continuously developed for object detection. However, the individual anchor box makes it difficult to predict the boundary's offset accurately. Instead of taking each bounding box as a closed individual, we consider using multiple boxes together to get prediction boxes. To this end, this paper proposes the textbf{Box Decouple-Couple(BDC) strategy} in the inference, which no longer discards the overlapping boxes, but decouples the corner points of these boxes. Then, according to each corner's score, we couple the corner points to select the most accurate corner pairs. To meet the BDC strategy, a simple but novel model is designed named the textbf{Anchor-Intermediate Detector(AID)}, which contains two head networks, i.e., an anchor-based head and an anchor-free textbf{Corner-aware head}. The corner-aware head is able to score the corners of each bounding box to facilitate the coupling between corner points. Extensive experiments on MS COCO show that the proposed anchor-intermediate detector respectively outperforms their baseline RetinaNet and GFL method by $sim$2.4 and $sim$1.2 AP on the MS COCO test-dev dataset without any bells and whistles. Code is available at: https://github.com/YilongLv/AID." @default.
- W4387560259 created "2023-10-12" @default.
- W4387560259 creator A5001189481 @default.
- W4387560259 creator A5061133691 @default.
- W4387560259 creator A5062694900 @default.
- W4387560259 creator A5067741005 @default.
- W4387560259 creator A5084958010 @default.
- W4387560259 creator A5087413884 @default.
- W4387560259 date "2023-10-09" @default.
- W4387560259 modified "2023-10-18" @default.
- W4387560259 title "Anchor-Intermediate Detector: Decoupling and Coupling Bounding Boxes for Accurate Object Detection" @default.
- W4387560259 doi "https://doi.org/10.48550/arxiv.2310.05666" @default.
- W4387560259 hasPublicationYear "2023" @default.
- W4387560259 type Work @default.
- W4387560259 citedByCount "0" @default.
- W4387560259 crossrefType "posted-content" @default.
- W4387560259 hasAuthorship W4387560259A5001189481 @default.
- W4387560259 hasAuthorship W4387560259A5061133691 @default.
- W4387560259 hasAuthorship W4387560259A5062694900 @default.
- W4387560259 hasAuthorship W4387560259A5067741005 @default.
- W4387560259 hasAuthorship W4387560259A5084958010 @default.
- W4387560259 hasAuthorship W4387560259A5087413884 @default.
- W4387560259 hasBestOaLocation W43875602591 @default.
- W4387560259 hasConcept C11413529 @default.
- W4387560259 hasConcept C114614502 @default.
- W4387560259 hasConcept C114793014 @default.
- W4387560259 hasConcept C115961682 @default.
- W4387560259 hasConcept C127313418 @default.
- W4387560259 hasConcept C127413603 @default.
- W4387560259 hasConcept C133731056 @default.
- W4387560259 hasConcept C147037132 @default.
- W4387560259 hasConcept C153180895 @default.
- W4387560259 hasConcept C154945302 @default.
- W4387560259 hasConcept C175291020 @default.
- W4387560259 hasConcept C177264268 @default.
- W4387560259 hasConcept C199360897 @default.
- W4387560259 hasConcept C205606062 @default.
- W4387560259 hasConcept C2776151529 @default.
- W4387560259 hasConcept C2776214188 @default.
- W4387560259 hasConcept C2776760102 @default.
- W4387560259 hasConcept C2780312720 @default.
- W4387560259 hasConcept C31972630 @default.
- W4387560259 hasConcept C33923547 @default.
- W4387560259 hasConcept C41008148 @default.
- W4387560259 hasConcept C63584917 @default.
- W4387560259 hasConcept C76155785 @default.
- W4387560259 hasConcept C94915269 @default.
- W4387560259 hasConceptScore W4387560259C11413529 @default.
- W4387560259 hasConceptScore W4387560259C114614502 @default.
- W4387560259 hasConceptScore W4387560259C114793014 @default.
- W4387560259 hasConceptScore W4387560259C115961682 @default.
- W4387560259 hasConceptScore W4387560259C127313418 @default.
- W4387560259 hasConceptScore W4387560259C127413603 @default.
- W4387560259 hasConceptScore W4387560259C133731056 @default.
- W4387560259 hasConceptScore W4387560259C147037132 @default.
- W4387560259 hasConceptScore W4387560259C153180895 @default.
- W4387560259 hasConceptScore W4387560259C154945302 @default.
- W4387560259 hasConceptScore W4387560259C175291020 @default.
- W4387560259 hasConceptScore W4387560259C177264268 @default.
- W4387560259 hasConceptScore W4387560259C199360897 @default.
- W4387560259 hasConceptScore W4387560259C205606062 @default.
- W4387560259 hasConceptScore W4387560259C2776151529 @default.
- W4387560259 hasConceptScore W4387560259C2776214188 @default.
- W4387560259 hasConceptScore W4387560259C2776760102 @default.
- W4387560259 hasConceptScore W4387560259C2780312720 @default.
- W4387560259 hasConceptScore W4387560259C31972630 @default.
- W4387560259 hasConceptScore W4387560259C33923547 @default.
- W4387560259 hasConceptScore W4387560259C41008148 @default.
- W4387560259 hasConceptScore W4387560259C63584917 @default.
- W4387560259 hasConceptScore W4387560259C76155785 @default.
- W4387560259 hasConceptScore W4387560259C94915269 @default.
- W4387560259 hasLocation W43875602591 @default.
- W4387560259 hasOpenAccess W4387560259 @default.
- W4387560259 hasPrimaryLocation W43875602591 @default.
- W4387560259 hasRelatedWork W2387360586 @default.
- W4387560259 hasRelatedWork W2883297582 @default.
- W4387560259 hasRelatedWork W2952736415 @default.
- W4387560259 hasRelatedWork W2962677013 @default.
- W4387560259 hasRelatedWork W3036286480 @default.
- W4387560259 hasRelatedWork W3192357901 @default.
- W4387560259 hasRelatedWork W3205398323 @default.
- W4387560259 hasRelatedWork W3209723314 @default.
- W4387560259 hasRelatedWork W4237171675 @default.
- W4387560259 hasRelatedWork W4287027631 @default.
- W4387560259 isParatext "false" @default.
- W4387560259 isRetracted "false" @default.
- W4387560259 workType "article" @default.