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MonoIR-RS: Infrared Remote Sensing Vision-Language Learning with CLIP and VLM Adaptation

Infrared remote-sensing imagery captures intensity structure, object-background contrast, and illumination-invariant cues often invisible in RGB imagery. Yet, most remote-sensing vision-language resources and models focus on visible-band semantics, leaving infrared vision-language understanding underexplored. We introduce MonoIR-RS, a large-scale infrared remote-sensing vision-language dataset and benchmark that couples IR-aware data construction with CLIP-style contrastive adaptation and VLM instruction tuning. Built from the same source pool and split as FusionRS, MonoIR-RS retains the infra

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  • Linked via arxiv authorJiaju Han

    MonoIR-RS: Infrared Remote Sensing Vision-Language Learning with CLIP and VLM Adaptation

  • Linked via arxiv authorMa Yaqi

    MonoIR-RS: Infrared Remote Sensing Vision-Language Learning with CLIP and VLM Adaptation

  • Linked via arxiv authorYahui Chai

    MonoIR-RS: Infrared Remote Sensing Vision-Language Learning with CLIP and VLM Adaptation

  • Linked via arxiv authorXuemeng Sun

    MonoIR-RS: Infrared Remote Sensing Vision-Language Learning with CLIP and VLM Adaptation

  • Linked via arxiv authorXin Lin

    MonoIR-RS: Infrared Remote Sensing Vision-Language Learning with CLIP and VLM Adaptation

  • Linked via arxiv authorQike Zhang

    MonoIR-RS: Infrared Remote Sensing Vision-Language Learning with CLIP and VLM Adaptation

  • Linked via arxiv authorYingying Zhao

    MonoIR-RS: Infrared Remote Sensing Vision-Language Learning with CLIP and VLM Adaptation

  • Linked via arxiv authorXiang Chen

    MonoIR-RS: Infrared Remote Sensing Vision-Language Learning with CLIP and VLM Adaptation

  • Linked via arxiv authorLuwei Yang

    MonoIR-RS: Infrared Remote Sensing Vision-Language Learning with CLIP and VLM Adaptation

  • Linked via arxiv authorChengyin Hu

    MonoIR-RS: Infrared Remote Sensing Vision-Language Learning with CLIP and VLM Adaptation

  • Linked via arxiv authorJiahuan Long

    MonoIR-RS: Infrared Remote Sensing Vision-Language Learning with CLIP and VLM Adaptation

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