AI RESEARCH
Scene Change Detection with Vision-Language Representation Learning
arXiv CS.CV
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ArXi:2604.11402v1 Announce Type: new Scene change detection (SCD) is crucial for urban monitoring and navigation but remains challenging in real-world environments due to lighting variations, seasonal shifts, viewpoint differences, and complex urban layouts. Existing methods rely primarily on low-level visual features, limiting their ability to accurately identify changed objects amid the visual complexity of urban scenes.