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FRTSearch: Unified Detection and Parameter Inference of Fast Radio Transients Using Instance Segmentation

  • Authors: Bin Zhang, Yabiao Wang, Xiaoyao Xie, Shanping You, Xuhong Yu, Qiuhua Li, Hongwei Li, Shaowen Du, Chenchen Miao, Dengke Zhou, Jianhua Fang, Jiafu Wu, Pei Wang, Di Li

Bin Zhang et al 2026 The Astrophysical Journal Supplement Series 284 .

  • Provider: AAS Journals

Caption: Figure 2.

Visualization of key stages in the FRTSearch pipeline using seven representative examples (resized to 256 × 256). Columns (a)–(d): four distinct FRT sources exhibiting varied dispersive features. Columns (e)–(g): pulsar B0820+02 observed simultaneously by three adjacent FAST receiver beams, demonstrating signal variation. Row 1: preprocessed time–frequency dynamic spectra (model input). Row 2: manually annotated ground-truth masks for training. Row 3: Mask R-CNN predictions displaying segmentation masks (pink contours), bounding boxes (pink rectangles), and confidence scores. Row 4: dedispersed dynamic spectra with IMPIC-inferred DM values.

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