OpenCodePapers

pedestrian-detection-on-llvip

Pedestrian Detection
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PaperCodeAPlog average miss rateModelNameReleaseDate
When Pedestrian Detection Meets Multi-Modal Learning: Generalist Model and Benchmark Dataset✓ Link0.726MMPedestron2024-07-14
CAFF-DINO: Multi-spectral object detection transformers with cross-attention features fusion0.685CAFF-DINO2024-09-27
MiPa: Mixed Patch Infrared-Visible Modality Agnostic Object Detection✓ Link0.665MiPa2024-04-29
Cross-Modality Fusion Transformer for Multispectral Object Detection✓ Link0.6365.40%CFT2021-10-30
UniRGB-IR: A Unified Framework for RGB-Infrared Semantic Tasks via Adapter Tuning✓ Link0.632UniRGB-IR2024-04-26
Removal then Selection: A Coarse-to-Fine Fusion Perspective for RGB-Infrared Object Detection✓ Link0.613RSDet2024-01-19
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers✓ Link0.596CMX2022-03-09
Multimodal Object Detection by Channel Switching and Spatial Attention0.592CSSA2023-06-18
Multimodal Object Detection by Channel Switching and Spatial Attention0.558GAFF2023-06-18
Multimodal Object Detection by Channel Switching and Spatial Attention0.551Halfway Fusion2023-06-18
LLVIP: A Visible-infrared Paired Dataset for Low-light Vision✓ Link0.52722.59%YoloV5-RGB2021-08-24
Multimodal Object Detection by Channel Switching and Spatial Attention0.515ProbEn2023-06-18
Multimodal Object Detection via Probabilistic Ensembling✓ Link0.515ProbEn2021-04-07
LLVIP: A Visible-infrared Paired Dataset for Low-light Vision✓ Link0.46637.70%YoloV3-RGB2021-08-24
INSANet: INtra-INter Spectral Attention Network for Effective Feature Fusion of Multispectral Pedestrian Detection✓ Link4.43%INSANet2024-02-10
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