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SaliencyI2PLoc: saliency-guided image-point cloud localization using contrastive learning

  • SaliencyI2PLoc is a contrastive learning based architecture for image to point cloud global localization.
  • It addresses the modality gap between images and point clouds and maintains feature alignment and relation consistency.
  • Saliency map is fused into feature aggregation for more representative global features.
  • Experiments show significant improvement in cross-modality global localization compared to baseline methods.

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