. . . . "Different anonymization techniques compared against each other; anonymized vs. restricted-access vs. resolution-limited distribution models; automated vs. manual review processes" . "Privacy-preserving techniques for urban imagery distribution including automated anonymization (object detection and blurring, synthetic replacement, generative inpainting), access control frameworks (tiered licensing, user vetting, purpose limitation), resolution degradation protocols, temporal aggregation, and derivative product approaches (vector extraction, indices only)" . "Utility for urban analysis tasks (building detection, change monitoring, infrastructure mapping, urban growth modeling, disaster damage assessment), privacy protection effectiveness (re-identification prevention, sensitive facility protection), processing overhead and scalability, compliance with privacy regulations, and commercial viability of different distribution models" . "High-resolution (sub-meter to 30cm) satellite and aerial imagery of urban areas containing potentially identifiable features including vehicles, building details, rooftop installations, activity patterns, construction sites, and in some cases individuals, acquired by commercial satellite operators, aerial survey companies, and municipal authorities" . . . . . "For high-resolution satellite and aerial imagery of urban areas, how do different anonymization and access control approaches compare in enabling urban analytics applications while protecting identifiable features and complying with privacy regulations?" . . . "Privacy-Preserving Distribution of High-Resolution Urban Satellite and Aerial Imagery: A Scoping Review" . . "Anne Fouilloux" . "2026-01-04T21:20:37.000Z"^^ . . . . . "PICO Research Question: Privacy-Preserving Distribution of High-Resolution Urban Satellite and Ae..." . . . . . . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAosxbitQQzLXi1949Zd9JmSkGfYHHlj/CZZ7iiYs1TrZ5/Jk/wGA7kHEv7f9NtsinOdBo9EtHj/jgHE5W2Vv404JbOAY280PvH5Jns5ObWdVZmtHeCw0ZIdPEqNrurrEweKhzcTJW/YRpYWPwVPo47XyIW6IAcmx6gfdtmdPddMpplqExrP6G99ksXfXlZI0InQtZJRSGK5lYLLNzaofFtupPI5OAAGjooDyHijp0Ap2HIXH6WpO4S44cFPKU34pH2xhIY4/XT5DG1X5UoiVHs2Yoo30BHFudj/kAFwdzcy6Yh4tMDaB3ox6p7pi267d7n0y7kypC0Nt+hfgHQ1FpgwIDAQAB" . "MpAqQ0Oe+wmj3YV0Ap/okSaW8sgIbkzl506ZL9DDN/qJcO0goQu8iNBLxGR29eryc7dAt+eauEC9lRuuRnWiUit6+CA/BOdiIzrInXeSa9AsVqfxX+v34ZTVeX3ZvqNarj1HeppbH63kFRkG+HQmM4QIG/2VEYiYTcqBQaxijq5HW7fzT/K+GHcz1xWq41f5Fq0fK8X4+77kzWsRTTfN/z1HRUSDea23u84P9Sey8Okl1rmF6dtWO4HEwZ1g/mD94B9XKMhfaZ4ek+jUtbh9S2omSzi3PrSl4v7oO5W3DbG9Tzl6NPpc8Y9W4qt8k7g/CHpRLzaqgBF3Yt99kh1sUg==" . . .