OpenCodePapers

multispectral-object-detection-on-kaist

Multispectral Object Detection
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PaperCodeAll Miss RateReasonable Miss RateModelNameReleaseDate
Removal then Selection: A Coarse-to-Fine Fusion Perspective for RGB-Infrared Object Detection✓ Link24.79RSDet2024-01-19
UniRGB-IR: A Unified Framework for RGB-Infrared Semantic Tasks via Adapter Tuning✓ Link25.21UniRGB-IR2024-04-26
INSANet: INtra-INter Spectral Attention Network for Effective Feature Fusion of Multispectral Pedestrian Detection✓ Link26.085.50INSANet2024-02-10
$\mathbf{C}^2$Former: Calibrated and Complementary Transformer for RGB-Infrared Object Detection✓ Link28.39C2former2023-06-28
MLPD: Multi-Label Pedestrian Detector in Multispectral Domain✓ Link28.497.58MLPD2021-07-26
Confidence-aware Fusion using Dempster-Shafer Theory for Multispectral Pedestrian Detection✓ Link28.98CMPD2022-03-21
Translation, Scale and Rotation: Cross-Modal Alignment Meets RGB-Infrared Vehicle Detection30.74TSFADet2022-09-28
Improving Multispectral Pedestrian Detection by Addressing Modality Imbalance Problems✓ Link 31.87MBNet2020-08-07
Multispectral Pedestrian Detection via Simultaneous Detection and Segmentation✓ Link34.15MSDS-R-CNN2018-08-14
Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection34.95AR-CNN2019-01-09
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation✓ Link35.53CIAN2018-11-27
Illumination-aware Faster R-CNN for Robust Multispectral Pedestrian Detection44.23IAFR-CNN2018-03-14
Fusion of Multispectral Data Through Illumination-aware Deep Neural Networks for Pedestrian Detection48.96IATDNN+IASS2018-02-27
Multispectral Deep Neural Networks for Pedestrian Detection✓ Link49.18Halfway Fusion2016-11-08
Fully Convolutional Networks for Semantic Segmentation✓ Link51.70FusionRPN+BF2014-11-14
Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks✓ Link6.13CFR2020-09-26
Guided Attentive Feature Fusion for Multispectral Pedestrian Detection✓ Link6.48GAFF2021-01-03
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