会议论文

英文

Lecture Notes in Computer Science

0302-9743

2022

13155

18-32

21st International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP)

Lecture Notes in Computer Science

DEC 03-05, 2021

ELECTR NETWORK

[Zhang, J. I. N.;Qu, Peiqi] Hunan Normal Univ, Coll Informat Sci & Engn, Changsha, Peoples R China.^[Luo, Meng;Sun, Cheng] Hunan Normal Univ, Coll Math & Stat, Changsha, Peoples R China.^[Zhang, J. I. N.] Changsha Univ Sci & Technol, Sch Comp & Commun Engn, Changsha, Peoples R China.

Lai, Y Wang, T Jiang, M Xu, G Liang, W Castiglione, A

GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND

SPRINGER INTERNATIONAL PUBLISHING AG

978-3-030-95384-3; 978-3-030-95383-6

10.1007/978-3-030-95384-3_2

Open Research Project of the StateKey Laboratory of Industrial Control Technology [ICT2021B10]; Natural Science Foundation of Hunan Province [2021JJ30456]; Open Fund of Science and Technology on Parallel and Distributed Processing Laboratory [WDZC20205500119]; Hunan Provincial Science and Technology Department High-tech Industry Science and Technology Innovation Leading Project [2020GK2009]; Scientific and Technological Progress and Innovation Program of the Transportation Department of Hunan Province [201927]

本校为其他机构

Vehicle detection in aerial images has been applied in many fields and attracted more and more scholars' attention. In the task, the objects are multidirectional and arranged densely, the background information is complex, and the scale of the object is different. To achieve better detection performance, an improved detection model BFR-RetinaNet is proposed, which is based on the single-stage object detection model RetinaNet. BFR-RetinaNet optimizes vehicle positioning by adding a directional anchor box regression branch. Simultaneously, the model introduces a balanced feature pyramid structur...