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   Articles with "detr" as a keyword



A novel method for intelligent operation and maintenance of transformers using deep visual large model DETR + X and digital twin

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recommendations! Published in 2025 at "Scientific Reports"

DOI: 10.1038/s41598-024-83561-7

Abstract: To achieve real-time monitoring and intelligent maintenance of transformers, a framework based on deep vision and digital twin has been developed. An enhanced visual detection model, DETR + X, is proposed, implementing multidimensional sample data augmentation through… read more here.

Keywords: maintenance; detr; digital twin; model ... See more keywords

Research on micro-arc oxidation discharge spark detection technology based on MO-DETR

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recommendations! Published in 2024 at "Measurement Science and Technology"

DOI: 10.1088/1361-6501/ada399

Abstract: During microarc oxidation (MAO), the unique characteristics of the discharge spark have a profound effect on the morphology, structure and surface properties of the oxide film. However, due to the high-pressure environment and the complexity… read more here.

Keywords: detection; technology; discharge spark; research micro ... See more keywords

DETR for traffic sign detection

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recommendations! Published in 2025 at "Physica Scripta"

DOI: 10.1088/1402-4896/addd70

Abstract: Traffic sign detection refers to accurately perceiving and locating traffic signs in driving scenes, which is crucial for safe autonomous driving. However, existing detection models perform poorly in detecting small objects due to the inherently… read more here.

Keywords: detection; detr; traffic sign; sign detection ... See more keywords

Improved UAV Target Detection Model for RT-DETR

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recommendations! Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3575189

Abstract: In light of the shortcomings pertaining to UAV small target detection, the detection of complex scenes, and the detection of multi-scale targets, a time-frequency dual-domain feature extraction algorithm, TF-DETR, has been proposed. This algorithm has… read more here.

Keywords: detection; target detection; detr; improved uav ... See more keywords

GLAF-DETR: Detection Transformer With Global–Local Adaptive Fusion Attention for Infrared Maritime Object Detection

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recommendations! Published in 2025 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2025.3597820

Abstract: Infrared maritime object detection is a crucial technology for sea surface monitoring in low-light conditions within maritime Internet of Things (IoT) systems. In practical applications, this task faces significant challenges, including diverse target sizes and… read more here.

Keywords: detection; object detection; infrared maritime; detr ... See more keywords

DIMD-DETR: DDQ-DETR With Improved Metric Space for End-to-End Object Detector on Remote Sensing Aircrafts

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recommendations! Published in 2025 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2025.3530141

Abstract: Aircraft target detection in remote sensing images faces numerous challenges, including target size variations, low resolution, and complex backgrounds. To address these challenges, an enhanced end-to-end aircraft detection framework (DIMD-DETR) is developed based on an… read more here.

Keywords: detection; end; detr; remote sensing ... See more keywords

Underwater Sonar Image Targets Detection Based on Improved RT-DETR

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recommendations! Published in 2025 at "IEEE Geoscience and Remote Sensing Letters"

DOI: 10.1109/lgrs.2025.3560769

Abstract: Underwater sonar imagery is characterized by small target sizes and low resolution, which can result in detection failures or false positives. To counteract these challenges, we introduce the underwater sonar detection transformer (US-DETR), an underwater… read more here.

Keywords: detection; detr; underwater sonar; sonar image ... See more keywords

AMPE-DETR: Adaptive Multiscale Perception Enhancement DETR for Object Detection in Remote Sensing Images

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recommendations! Published in 2025 at "IEEE Geoscience and Remote Sensing Letters"

DOI: 10.1109/lgrs.2025.3626363

Abstract: Remote sensing object detection (RSOD) faces persistent challenges in multiscale target identification due to insufficient feature utilization. To address this, we propose AMPE-DETR, a multiscale detection framework based on RT-DETR-l with three innovations: multiscale feature… read more here.

Keywords: remote sensing; detr; object detection; ampe detr ... See more keywords

AO-DETR: Anti-Overlapping DETR for X-Ray Prohibited Items Detection

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recommendations! Published in 2024 at "IEEE Transactions on Neural Networks and Learning Systems"

DOI: 10.1109/tnnls.2024.3487833

Abstract: Prohibited item detection in X-ray images is one of the most essential and highly effective methods widely employed in various security inspection scenarios. Considering the significant overlapping phenomenon in X-ray prohibited item images, we propose… read more here.

Keywords: detection; prohibited items; ray prohibited; detr ... See more keywords

Unsupervised Pre-Training for Detection Transformers.

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recommendations! Published in 2022 at "IEEE transactions on pattern analysis and machine intelligence"

DOI: 10.1109/tpami.2022.3216514

Abstract: DEtection TRansformer (DETR) for object detection reaches competitive performance compared with Faster R-CNN via a transformer encoder-decoder architecture. However, trained with scratch transformers, DETR needs large-scale training data and an extreme long training schedule even… read more here.

Keywords: unsupervised pre; detr; detection; query ... See more keywords

GHRT-DETR: Gaussian-aware feature enhancement and histogram prior-based RT-DETR for infrared small target detection

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recommendations! Published in 2025 at "Journal of Electronic Imaging"

DOI: 10.1117/1.jei.34.6.063019

Abstract: Abstract. Infrared small target images typically suffer from low contrast and a poor signal-to-noise ratio, making accurate object detection highly challenging. Although methods based on convolutional neural networks have made great progress on infrared small… read more here.

Keywords: detr; small target; infrared small; target detection ... See more keywords