Matches in SemOpenAlex for { <https://semopenalex.org/work/W3104135089> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W3104135089 abstract "In recent years, there are many applications of object detection in remote sensing field, which demands a great number of labeled data. However, in many cases, data is extremely rare. In this paper, we proposed a few-shot object detector which is designed for detecting novel objects based on only a few examples. Through fully leveraging labeled base classes, our model that is composed of a feature-extractor, a feature attention highlight module as well as a two-stage detection backend can quickly adapt to novel classes. The pre-trained feature extractor whose parameters are shared produces general features. While the feature attention highlight module is designed to be light-weighted and simple in order to fit the few-shot cases. Although it is simple, the information provided by it in a serial way is helpful to make the general features to be specific for few-shot objects. Then the object-specific features are delivered to the two-stage detection backend for the detection results. The experiments demonstrate the effectiveness of the proposed method for few-shot cases." @default.
- W3104135089 created "2020-11-23" @default.
- W3104135089 creator A5029800889 @default.
- W3104135089 creator A5036148564 @default.
- W3104135089 creator A5063234446 @default.
- W3104135089 creator A5068563714 @default.
- W3104135089 creator A5079556851 @default.
- W3104135089 date "2020-11-10" @default.
- W3104135089 modified "2023-10-09" @default.
- W3104135089 title "Few-shot object detection with feature attention highlight module in remote sensing images" @default.
- W3104135089 cites W2059357486 @default.
- W3104135089 cites W2442495293 @default.
- W3104135089 cites W2944029760 @default.
- W3104135089 cites W2987305265 @default.
- W3104135089 cites W4200394859 @default.
- W3104135089 doi "https://doi.org/10.1117/12.2577473" @default.
- W3104135089 hasPublicationYear "2020" @default.
- W3104135089 type Work @default.
- W3104135089 sameAs 3104135089 @default.
- W3104135089 citedByCount "4" @default.
- W3104135089 countsByYear W31041350892022 @default.
- W3104135089 countsByYear W31041350892023 @default.
- W3104135089 crossrefType "proceedings-article" @default.
- W3104135089 hasAuthorship W3104135089A5029800889 @default.
- W3104135089 hasAuthorship W3104135089A5036148564 @default.
- W3104135089 hasAuthorship W3104135089A5063234446 @default.
- W3104135089 hasAuthorship W3104135089A5068563714 @default.
- W3104135089 hasAuthorship W3104135089A5079556851 @default.
- W3104135089 hasBestOaLocation W31041350892 @default.
- W3104135089 hasConcept C111472728 @default.
- W3104135089 hasConcept C117978034 @default.
- W3104135089 hasConcept C120665830 @default.
- W3104135089 hasConcept C121332964 @default.
- W3104135089 hasConcept C127413603 @default.
- W3104135089 hasConcept C138885662 @default.
- W3104135089 hasConcept C153180895 @default.
- W3104135089 hasConcept C154945302 @default.
- W3104135089 hasConcept C178790620 @default.
- W3104135089 hasConcept C185592680 @default.
- W3104135089 hasConcept C21880701 @default.
- W3104135089 hasConcept C2776151529 @default.
- W3104135089 hasConcept C2776401178 @default.
- W3104135089 hasConcept C2778344882 @default.
- W3104135089 hasConcept C2780586882 @default.
- W3104135089 hasConcept C2781238097 @default.
- W3104135089 hasConcept C3019835501 @default.
- W3104135089 hasConcept C31972630 @default.
- W3104135089 hasConcept C41008148 @default.
- W3104135089 hasConcept C41895202 @default.
- W3104135089 hasConcept C52622490 @default.
- W3104135089 hasConcept C76155785 @default.
- W3104135089 hasConcept C94915269 @default.
- W3104135089 hasConceptScore W3104135089C111472728 @default.
- W3104135089 hasConceptScore W3104135089C117978034 @default.
- W3104135089 hasConceptScore W3104135089C120665830 @default.
- W3104135089 hasConceptScore W3104135089C121332964 @default.
- W3104135089 hasConceptScore W3104135089C127413603 @default.
- W3104135089 hasConceptScore W3104135089C138885662 @default.
- W3104135089 hasConceptScore W3104135089C153180895 @default.
- W3104135089 hasConceptScore W3104135089C154945302 @default.
- W3104135089 hasConceptScore W3104135089C178790620 @default.
- W3104135089 hasConceptScore W3104135089C185592680 @default.
- W3104135089 hasConceptScore W3104135089C21880701 @default.
- W3104135089 hasConceptScore W3104135089C2776151529 @default.
- W3104135089 hasConceptScore W3104135089C2776401178 @default.
- W3104135089 hasConceptScore W3104135089C2778344882 @default.
- W3104135089 hasConceptScore W3104135089C2780586882 @default.
- W3104135089 hasConceptScore W3104135089C2781238097 @default.
- W3104135089 hasConceptScore W3104135089C3019835501 @default.
- W3104135089 hasConceptScore W3104135089C31972630 @default.
- W3104135089 hasConceptScore W3104135089C41008148 @default.
- W3104135089 hasConceptScore W3104135089C41895202 @default.
- W3104135089 hasConceptScore W3104135089C52622490 @default.
- W3104135089 hasConceptScore W3104135089C76155785 @default.
- W3104135089 hasConceptScore W3104135089C94915269 @default.
- W3104135089 hasLocation W31041350891 @default.
- W3104135089 hasLocation W31041350892 @default.
- W3104135089 hasOpenAccess W3104135089 @default.
- W3104135089 hasPrimaryLocation W31041350891 @default.
- W3104135089 hasRelatedWork W1971759388 @default.
- W3104135089 hasRelatedWork W2025800131 @default.
- W3104135089 hasRelatedWork W2095705906 @default.
- W3104135089 hasRelatedWork W2922421953 @default.
- W3104135089 hasRelatedWork W2975200075 @default.
- W3104135089 hasRelatedWork W2994855682 @default.
- W3104135089 hasRelatedWork W3081865769 @default.
- W3104135089 hasRelatedWork W3104135089 @default.
- W3104135089 hasRelatedWork W4225418833 @default.
- W3104135089 hasRelatedWork W4313192056 @default.
- W3104135089 isParatext "false" @default.
- W3104135089 isRetracted "false" @default.
- W3104135089 magId "3104135089" @default.
- W3104135089 workType "article" @default.