Ao2-detr: Arbitrary-oriented object detection transformer

L Dai, H Liu, H Tang, Z Wu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Arbitrary-oriented object detection (AOOD) is a challenging task to detect objects in the wild
with arbitrary orientations and cluttered arrangements. Existing approaches are mainly …

Gaussian focal loss: Learning distribution polarized angle prediction for rotated object detection in aerial images

J Wang, F Li, H Bi - IEEE Transactions on Geoscience and …, 2022 - ieeexplore.ieee.org
With the increasing availability of aerial data, object detection in aerial images has aroused
more and more attention in remote sensing community. The difficulty lies in accurately …

FCOSR: A simple anchor-free rotated detector for aerial object detection

Z Li, B Hou, Z Wu, B Ren, C Yang - Remote Sensing, 2023 - mdpi.com
Although existing anchor-based oriented object detection methods have achieved
remarkable results, they require manual preset boxes, which introduce additional hyper …

Ship detection in haze and low-light remote sensing images via colour balance and DCNN

R Song, T Li, T Li - Applied Ocean Research, 2023 - Elsevier
Ship detection in marine remote sensing images (RSI) is an area of growing interest with a
wide range of potential applications. However, current ship detection methods often suffer …

Anchor-free arbitrary-oriented object detector using box boundary-aware vectors

D Yu, Q Xu, H Guo, J Xu, J Lu, Y Lin… - IEEE Journal of Selected …, 2022 - ieeexplore.ieee.org
Characterized by complicated backgrounds, various types, large size variations, and
arbitrary orientations, the detection and recognition of arbitrary-oriented objects in remote …

Ridop: a rotation-invariant detector with simple oriented proposals in remote sensing images

C Wei, W Ni, Y Qin, J Wu, H Zhang, Q Liu, K Cheng… - Remote Sensing, 2023 - mdpi.com
Compared with general object detection with horizontal bounding boxes in natural images,
oriented object detection in remote sensing images is an active and challenging research …

[HTML][HTML] Vector Decomposition-Based Arbitrary-Oriented Object Detection for Optical Remote Sensing Images

K Zhou, M Zhang, Y Dong, J Tan, S Zhao, H Wang - Remote Sensing, 2023 - mdpi.com
Arbitrarily oriented object detection is one of the most-popular research fields in remote
sensing image processing. In this paper, we propose an approach to predict object angles …

[HTML][HTML] A comprehensive review of optical remote-sensing image object detection datasets

Y Yiqin, LI Lang, YAO Xiwen, LI Lingjun… - National Remote …, 2024 - ygxb.ac.cn
With the introduction of artificial-intelligence technologies such as deep learning into the
field of optical remote-sensing detection, various algorithms have emerged. The use of these …

光学遥感图像目标检测数据集综述

袁一钦, 李浪, 姚西文, 李玲君, 冯晓绪, 程塨, 韩军伟 - 遥感学报, 2024 - ygxb.ac.cn
近年来, 随着深度学习等人工智能技术在光学遥感目标检测领域中的快速发展,
大量相关研究算法不断涌现, 逐渐形成了一种基于数据驱动的光学遥感图像目标检测新范式 …

Feature enhancement-based ship target detection method in optical remote sensing images

L Zhou, Y Li, X Rao, Y Wang, X Zuo, B Qiao, Y Yang - Electronics, 2022 - mdpi.com
Ship targets in ORSIs (Optical Remote Sensing Images) have the characteristics of various
scales, and most of them are medium and small-scale targets. When the existing target …