专题：Infrared Target Detection Methodologies

This cluster of papers focuses on the detection and tracking of small infrared targets, utilizing methods such as contrast measures, nonuniformity correction, visual attention, sparse representation, and background separation. The research aims to enhance the detectability of small targets in complex backgrounds and improve the accuracy of target acquisition in infrared imagery.
最新文献
LESFuse: A lightweight dual-domain collaborative framework for high-fidelity visible-infrared image fusion

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Analysis of factors influencing the infrared temperature measurement of targets inside a cavity based on radiation transfer simulation

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DENet: Dual-Path Edge Network With Global-Local Attention for Infrared Small Target Detection

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IRT-DETR: a lightweight transformer with ConvNextV2 and Cascaded Group Attention for real-time military aircraft detection in aerial imagery

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Make both ends meet: A synergistic optimization infrared small target detection with streamlined computational overhead

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Contourlet Refinement Gate Framework for Thermal Spectrum Distribution Regularized Infrared Image Super-Resolution

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Lightweight Semantic Feature Extraction Model With Direction Awareness for Aerial Traffic Object Detection

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MSDF-Mamba: Mutual-Spectrum Perception Deformable Fusion Mamba for Drone-Based Visible–Infrared Cross-Modality Vehicle Detection

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Lightweight UAV image super-resolution method based on large-kernel attention and cross-height strategy

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Illumination-Aware Multimodal Hierarchical Fusion Network for RGB-Infrared Object Detection

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近5年高被引文献
CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows

article Full Text OpenAlex 1194 FWCI368.9128

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

paratext Full Text OpenAlex 1004 FWCI0

Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection

article Full Text OpenAlex 894 FWCI194.8537

UIU-Net: U-Net in U-Net for Infrared Small Object Detection

article Full Text OpenAlex 842 FWCI483.7179

Dense Nested Attention Network for Infrared Small Target Detection

article Full Text OpenAlex 808 FWCI456.9509

SIoU Loss: More Powerful Learning for Bounding Box Regression

preprint Full Text OpenAlex 564 FWCI0

ISNet: Shape Matters for Infrared Small Target Detection

article Full Text OpenAlex 544 FWCI160.6038

DATFuse: Infrared and Visible Image Fusion via Dual Attention Transformer

article Full Text OpenAlex 445 FWCI70.0307

A Modified YOLOv8 Detection Network for UAV Aerial Image Recognition

article Full Text OpenAlex 386 FWCI46.0077

Attention-Guided Pyramid Context Networks for Detecting Infrared Small Target Under Complex Background

article Full Text OpenAlex 383 FWCI314.4751