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Making Euclid VIS Imaging AI-ready: A Scalable Pipeline for Morphology, Anomaly Detection, and Similarity Search

  • Authors: Jinhui Xie, Yunfei Xu, Zhen Zhang, Lang Chen, Chenzhou Cui

Jinhui Xie et al 2026 The Astrophysical Journal Supplement Series 287 .

  • Provider: AAS Journals

Caption: Figure 9.

Qualitative retrieval examples for cigar, round, featured, and smooth queries. Each row begins with the query and shows four ranked neighbors. The first displayed number is the manually weighted combined retrieval score; the second, when present, is the corresponding Galaxy Zoo morphology probability. These panels illustrate retrieval behavior but do not constitute a calibrated performance benchmark.

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