Detecting Rotated Objects as Gaussian Distributions and its 3-D Generalization

Existing detection methods commonly use a parameterized bounding box (BBox) to model and detect (horizontal) objects and an additional rotation angle parameter is used for rotated objects. We argue that such a mechanism has fundamental limitations in building an effective regression loss for rotatio...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 4 vom: 08. Apr., Seite 4335-4354
Auteur principal: Yang, Xue (Auteur)
Autres auteurs: Zhang, Gefan, Yang, Xiaojiang, Zhou, Yue, Wang, Wentao, Tang, Jin, He, Tao, Yan, Junchi
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article