本内容主要是整理了目前开源的融合目标检测算法(可见光和红外),不定期更新,欢迎大家补充

算法

Pattern Recognition | ICAFusion: Iterative Cross-Attention Guided Feature Fusion for Multispectral Object DetectionIEEE T-CSVT 2022 | Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware LearningCVPR 2022 | Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection 知乎高Star | SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing ImageryECCV 2022 决策级融合 | Multimodal-Object-Detection-via-Probabilistic-Ensembling 讲解1讲解2IEEE TRANSACTIONS ON IMAGE PROCESSING | Weakly Alignment-Free RGBT Salient Object Detection With Deep Correlation Network 显著目标检测IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | Modality Registration and Object Search Framework for UAV-Based Unregistered RGB-T Image Salient Object Detection 显著目标检测 代码在数据集链接里IEEE TRANSACTIONS | Illumination-guided RGBT Object Detection with Inter- and Intra-modality Fusion, MMdetetion实现Misaligned RGB-Infrared Object Detection via Adaptive Dual-discrepancy Calibration有CSDN博客解释 | SLBAF-Net: Super-Lightweight bimodal adaptive fusion network for UAV detection in low recognition environmentCross-Modality Fusion Transformer for Multispectral Object Detection 知乎一种基于yolov34的混合模态行人检测算法dual_result_fusion_yolov5 决策级融合Infrared Physics and Technology | Boost Infrared Moving Aircraft Detection Performance by Using Fast Homography Estimation and Dual Input Object Detection Network 红外两张图片作为输入

数据集

其他人github总结1其他博主知乎总结2FLIR 知乎介绍 FLIR对齐标签DroneVehicle CSDN处理白边VEDAI (Vehicle Detection in Aerial Imagery)处理1 处理2KAIST Multispectral Pedestrian Detection Benchmark显著性目标检测 UAV-RGB-T-2400

算法数据集其他博主知乎总结

配准相关的可以看python配准文章

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