Development and application of ship detection and classification datasets: A review

C Zhang, X Zhang, G Gao, H Lang, G Liu… - … and Remote Sensing …, 2024 - ieeexplore.ieee.org
Ship detection and classification pose significant challenges in remote sensing. The potent
feature extraction capabilities of deep learning algorithms render them pivotal for these …

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 …

Gradient calibration loss for fast and accurate oriented bounding box regression

Q Ming, L Miao, Z Zhou, J Song… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Oriented object detection has a very wide range of application scenarios. In recent years, a
lot of rotation detectors have been designed to achieve high-performance oriented object …

Posterior Instance Injection Detector for Arbitrary-Oriented Object Detection from Optical Remote Sensing Imagery

T Zhang, Y Zhuang, H Chen, G Wang… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
Arbitrary-oriented object detection (AOOD) from optical remote-sensing imagery has to
correctly generate delicate oriented boundary box (OBB) and meanwhile identify their …

Pseudo-Siamese Teacher for Semi-Supervised Oriented Object Detection

W Wu, HS Wong, S Wu - IEEE Transactions on Geoscience and …, 2024 - ieeexplore.ieee.org
Oriented object detection, which aims at detecting objects with orientation properties, shows
great potential for visual analysis in complex scenarios, such as aerial images. However, the …

DMSHNet: Multi-Scale and Multi-Supervised Hierarchical network for Remote-Sensing Image Change Detection

P Liu, P Zheng, L Wang - IEEE Transactions on Geoscience …, 2024 - ieeexplore.ieee.org
Change detection (CD) is an increasingly popular research direction in the field of remote
sensing (RS). With the rapid development of RS, the resolution of RS images is gradually …