PDI-Net integrates a semi-U-Net encoder with YOLO detection using a physics-aware PALS-Bridge and optical simulation to deliver 84% faster inference and 5% higher mAP than pruned reconstruction-plus-detection on low-SNR M3FD infrared data.
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Dual-Integrated Low-Latency Single-Lens Infrared Computational Imaging for Object Detection
PDI-Net integrates a semi-U-Net encoder with YOLO detection using a physics-aware PALS-Bridge and optical simulation to deliver 84% faster inference and 5% higher mAP than pruned reconstruction-plus-detection on low-SNR M3FD infrared data.