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...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 4 vom: 30. Apr., Seite 4335-4354
|
|---|
| 1. Verfasser: |
Yang, Xue
(VerfasserIn) |
|---|
| Weitere Verfasser: |
Zhang, Gefan,
Yang, Xiaojiang,
Zhou, Yue,
Wang, Wentao,
Tang, Jin,
He, Tao,
Yan, Junchi |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2023
|
|---|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
|
|---|
| Schlagworte: | Journal Article |
|---|