DSAFormer applies spatial and channel sparse multi-head cross-attention plus a learnable fusion block to reduce redundant token interactions and improve multispectral object detection on four public datasets.
Ei2det: Edge-guided illumination-aware interactive learning for visible-infrared object detec- tion,
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Dual Sparse Aggregation Transformer for Multispectral Object Detection
DSAFormer applies spatial and channel sparse multi-head cross-attention plus a learnable fusion block to reduce redundant token interactions and improve multispectral object detection on four public datasets.