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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 8.

Qualitative retrieval examples for spiral/nonspiral and edge-on/non-edge-on 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 and was not available for every object. The historical weights were heuristic and were not fitted on an independent validation-query set.

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