Multilevel fine-grained features-based general framework for object detection

F Zuo, J Liu, Z Chen, H Zhang, M Fu… - IEEE transactions on …, 2024 - ieeexplore.ieee.org
This article proposes a practical and generalizable object detector, termed feature extraction-
fusion-prediction network (FEFP-Net) for real-world application scenarios. The existing …

Structured adversarial self-supervised learning for robust object detection in remote sensing images

C Zhang, KM Lam, T Liu, YL Chan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Object detection plays a crucial role in scene understanding and has extensive practical
applications. In the field of remote sensing object detection, both detection accuracy and …

EF-DETR: A Lightweight Transformer-Based Object Detector With an Encoder-Free Neck

S Cheng, J Song, M Zhou, X Wei, H Pu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Object detection plays a key role in helping to enable industrial quality control and safety
monitoring. This article introduces a lightweight and efficient transformer-based object …

FADL-Net: Frequency-Assisted Dynamic Learning Network for Oriented Object Detection in Remote Sensing Images

R Fu, C Chen, S Yan, R Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In the field of Earth observation and computer vision, oriented object detection for
remotesensing images is a crucial task that aims to locate objects more accurately in …

A Structure-Affinity Dual Attention-based Network to Segment Spine for Scoliosis Assessment

H Xie, Z Huang, FHF Leung, Y Ju… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Ultrasound volume projection imaging has shown great promise to visualize spine features
and diagnose scoliosis thanks to its harmlessness, cheapness, and efficiency. The key to …

3D Camera and Single-Point Laser Sensor Integration for Apple Localization in Spindle-Type Orchard Systems

RMRD Abeyrathna, VM Nakaguchi, Z Liu… - Sensors, 2024 - mdpi.com
Accurate localization of apples is the key factor that determines a successful harvesting
cycle in the automation of apple harvesting for unmanned operations. In this regard …

Distribution-Based Anchor Assignment and Comprehensive Score Voting with Distance-Penalty IoU Loss for SAR Remote Sensing Ship Detection

X Xu, X Zhang, T Zhang, W Zhang, J Shi… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Ship detection in synthetic aperture radar (SAR) remote sensing images is a fundamental
yet challenging task in Earth observation and measurement. However, existing deep …

NeRF-Based Large-Scale Urban True Digital Orthophoto Map Generation Method

J Wei, G Zhu, X Chen - IEEE Journal of Selected Topics in …, 2024 - ieeexplore.ieee.org
In urban scenes, there are man-made ground objects with complex structures and significant
height differences, which leads to challenges in generating large-scale true digital …

DA2: Distribution-agnostic adaptive feature adaptation for one-class classification

Z Zhang, Z Zhao, X Zhang, X Chen - Computer Vision and Image …, 2024 - Elsevier
Abstract One-class classification (OCC), ie, identifying whether an example belongs to the
same distribution as the training data, is essential for deploying machine learning models in …

CoNet: A Consistency-Oriented Network for Camouflaged Object Segmentation

F Wu, J Yin, X Li, J Wu, D Jin… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Camouflaged object segmentation (COS) is a recently emerging task due to its broad
application prospect. The coloration and texture similarities between the objects and their …