Redet: A rotation-equivariant detector for aerial object detection

J Han, J Ding, N Xue, GS Xia - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
Recently, object detection in aerial images has gained much attention in computer vision.
Different from objects in natural images, aerial objects are often distributed with arbitrary …

Oriented reppoints for aerial object detection

W Li, Y Chen, K Hu, J Zhu - … of the IEEE/CVF conference on …, 2022 - openaccess.thecvf.com
In contrast to the generic object, aerial targets are often non-axis aligned with arbitrary
orientations having the cluttered surroundings. Unlike the mainstreamed approaches …

IENet: Interacting embranchment one stage anchor free detector for orientation aerial object detection

Y Lin, P Feng, J Guan, W Wang, J Chambers - arXiv preprint arXiv …, 2019 - arxiv.org
Object detection in aerial images is a challenging task due to the lack of visible features and
variant orientation of objects. Significant progress has been made recently for predicting …

Learning RoI transformer for detecting oriented objects in aerial images

J Ding, N Xue, Y Long, GS Xia, Q Lu - arXiv preprint arXiv:1812.00155, 2018 - arxiv.org
Object detection in aerial images is an active yet challenging task in computer vision
because of the birdview perspective, the highly complex backgrounds, and the variant …

Learning RoI transformer for oriented object detection in aerial images

J Ding, N Xue, Y Long, GS Xia… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
Object detection in aerial images is an active yet challenging task in computer vision
because of the bird's-eye view perspective, the highly complex backgrounds, and the variant …

Oriented object detection in aerial images with box boundary-aware vectors

J Yi, P Wu, B Liu, Q Huang, H Qu… - Proceedings of the …, 2021 - openaccess.thecvf.com
Oriented object detection in aerial images is a challenging task as the objects in aerial
images are displayed in arbitrary directions and are usually densely packed. Current …

[HTML][HTML] Axis learning for orientated objects detection in aerial images

Z Xiao, L Qian, W Shao, X Tan, K Wang - Remote Sensing, 2020 - mdpi.com
Orientated object detection in aerial images is still a challenging task due to the bird's eye
view and the various scales and arbitrary angles of objects in aerial images. Most current …

MRDet: A multihead network for accurate rotated object detection in aerial images

R Qin, Q Liu, G Gao, D Huang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Objects in aerial images usually have arbitrary orientations and are densely located over the
ground, making them extremely challenge to be detected. Many of the recent developed …

Polardet: A fast, more precise detector for rotated target in aerial images

P Zhao, Z Qu, Y Bu, W Tan, Q Guan - International Journal of …, 2021 - Taylor & Francis
Fast and precise object detection for hgigh-resolution aerial images has been a challenging
task over the years. Due to the sharp variations in object scale, rotation, and aspect ratio …

Scrdet: Towards more robust detection for small, cluttered and rotated objects

X Yang, J Yang, J Yan, Y Zhang… - Proceedings of the …, 2019 - openaccess.thecvf.com
Object detection has been a building block in computer vision. Though considerable
progress has been made, there still exist challenges for objects with small size, arbitrary …