FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3202632960> ?p ?o ?g. }

• W3202632960 endingPage "7879" @default.
• W3202632960 startingPage "7869" @default.
• W3202632960 abstract "We classify the discontinuity of loss in both five-param and eight-param rotated object detection methods as rotation sensitivity error (RSE) which will result in performance degeneration. We introduce a novel modulated rotation loss to alleviate the problem and a rotation sensitivity detection network (RSDet) which consists of an eight-param single-stage rotated object detector and the modulated rotation loss. Our proposed RSDet has several advantages: 1) it reformulates the rotated object detection problem as predicting the corners of objects while most previous methods employ a five-param-based regression method with different measurement units. 2) modulated rotation loss achieves consistent improvement on both five-param and eight-param rotated object detection methods by solving the discontinuity of loss. To further improve the accuracy of our method on objects smaller than 10 pixels, we introduce a novel RSDet++ which consists of a point-based anchor-free rotated object detector and a modulated rotation loss. Extensive experiments demonstrate the effectiveness of both RSDet and RSDet++, which achieve competitive results on rotated object detection in the challenging benchmarks DOTA-v1.0, DOTA-v1.5, and DOTA-v2.0. We hope the proposed method can provide a new perspective for designing algorithms to solve rotated object detection and pay more attention to tiny objects. The codes and models are available at: <uri xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>https://github.com/yangxue0827/RotationDetection</uri> ." @default.
• W3202632960 created "2021-10-11" @default.
• W3202632960 creator A5012118798 @default.
• W3202632960 creator A5017815951 @default.
• W3202632960 creator A5043440896 @default.
• W3202632960 creator A5043503650 @default.
• W3202632960 creator A5087158377 @default.
• W3202632960 date "2022-11-01" @default.
• W3202632960 modified "2023-10-18" @default.
• W3202632960 title "RSDet++: Point-Based Modulated Loss for More Accurate Rotated Object Detection" @default.
• W3202632960 cites W1536680647 @default.
• W3202632960 cites W2102605133 @default.
• W3202632960 cites W2108598243 @default.
• W3202632960 cites W2144554289 @default.
• W3202632960 cites W2194775991 @default.
• W3202632960 cites W2296151615 @default.
• W3202632960 cites W2565639579 @default.
• W3202632960 cites W2579985080 @default.
• W3202632960 cites W2594177559 @default.
• W3202632960 cites W2604735854 @default.
• W3202632960 cites W2725486421 @default.
• W3202632960 cites W2770383210 @default.
• W3202632960 cites W2784050770 @default.
• W3202632960 cites W2786962101 @default.
• W3202632960 cites W2788202095 @default.
• W3202632960 cites W2855340099 @default.
• W3202632960 cites W2884561390 @default.
• W3202632960 cites W2901856740 @default.
• W3202632960 cites W2902882516 @default.
• W3202632960 cites W2924092337 @default.
• W3202632960 cites W2955031293 @default.
• W3202632960 cites W2962749812 @default.
• W3202632960 cites W2963037989 @default.
• W3202632960 cites W2963542991 @default.
• W3202632960 cites W2963786238 @default.
• W3202632960 cites W2963849369 @default.
• W3202632960 cites W2964018263 @default.
• W3202632960 cites W2964241181 @default.
• W3202632960 cites W2964979676 @default.
• W3202632960 cites W2970370255 @default.
• W3202632960 cites W2982770724 @default.
• W3202632960 cites W2986357608 @default.
• W3202632960 cites W2989678931 @default.
• W3202632960 cites W2991359031 @default.
• W3202632960 cites W2991363140 @default.
• W3202632960 cites W3000686177 @default.
• W3202632960 cites W3004492228 @default.
• W3202632960 cites W3015331846 @default.
• W3202632960 cites W3034993937 @default.
• W3202632960 cites W3046174881 @default.
• W3202632960 cites W3092088889 @default.
• W3202632960 cites W3098218837 @default.
• W3202632960 cites W3102701618 @default.
• W3202632960 cites W3106228955 @default.
• W3202632960 cites W3106250896 @default.
• W3202632960 cites W3140922383 @default.
• W3202632960 cites W3141404903 @default.
• W3202632960 cites W3167193599 @default.
• W3202632960 cites W3174389852 @default.
• W3202632960 cites W3174873843 @default.
• W3202632960 cites W3177105943 @default.
• W3202632960 cites W639708223 @default.
• W3202632960 cites W3171395710 @default.
• W3202632960 doi "https://doi.org/10.1109/tcsvt.2022.3186070" @default.
• W3202632960 hasPublicationYear "2022" @default.
• W3202632960 type Work @default.
• W3202632960 sameAs 3202632960 @default.
• W3202632960 citedByCount "7" @default.
• W3202632960 countsByYear W32026329602022 @default.
• W3202632960 countsByYear W32026329602023 @default.
• W3202632960 crossrefType "journal-article" @default.
• W3202632960 hasAuthorship W3202632960A5012118798 @default.
• W3202632960 hasAuthorship W3202632960A5017815951 @default.
• W3202632960 hasAuthorship W3202632960A5043440896 @default.
• W3202632960 hasAuthorship W3202632960A5043503650 @default.
• W3202632960 hasAuthorship W3202632960A5087158377 @default.
• W3202632960 hasBestOaLocation W32026329602 @default.
• W3202632960 hasConcept C12713177 @default.
• W3202632960 hasConcept C127413603 @default.
• W3202632960 hasConcept C134306372 @default.
• W3202632960 hasConcept C153180895 @default.
• W3202632960 hasConcept C154945302 @default.
• W3202632960 hasConcept C21200559 @default.
• W3202632960 hasConcept C24326235 @default.
• W3202632960 hasConcept C2524010 @default.
• W3202632960 hasConcept C2776151529 @default.
• W3202632960 hasConcept C2777042112 @default.
• W3202632960 hasConcept C2781238097 @default.
• W3202632960 hasConcept C28719098 @default.
• W3202632960 hasConcept C31972630 @default.
• W3202632960 hasConcept C33923547 @default.
• W3202632960 hasConcept C41008148 @default.
• W3202632960 hasConcept C74050887 @default.
• W3202632960 hasConcept C76155785 @default.
• W3202632960 hasConcept C94915269 @default.
• W3202632960 hasConceptScore W3202632960C12713177 @default.
• W3202632960 hasConceptScore W3202632960C127413603 @default.
• W3202632960 hasConceptScore W3202632960C134306372 @default.

• next