Image Details

Choose export citation format:

You Only Stack Once: A Motion-filtered, Deep Learning Framework for Detecting Faint Moving Sources

  • Authors: Nitya Pandey, César Fuentes, Pedro Bernardinelli, Valeria Frías, Colin Orion Chandler, David E. Trilling, Matthew J. Holman, Steven Stetzler, Dallin Spencer, Hsing Wen Lin, 省文 林, Luis E. Salazar Manzano, Darin Ragozzine, Ryder Strauss, Mario Juric, Andrew J. Connolly, Hayden Smotherman, Scott S. Sheppard, Kevin Napier

Nitya Pandey et al 2026 The Astronomical Journal 172 .

  • Provider: AAS Journals

Caption: Figure 8.

Cumulative magnitude distribution of TNOs in the analyzed DEEP survey fields shown in Figure 1. The blue step curve shows all TNOs reported by the DEEP survey (H. Smotherman et al. 2024), while the orange step curve shows the subset of those objects recovered by our pipeline. Downward-pointing arrows mark the calibrated magnitudes of newly discovered TNOs identified by our method that were not reported in the DEEP catalog; magnitudes are computed using the photometric calibration described in Section 5.2.

Other Images in This Article
Copyright and Terms & Conditions

Additional terms of reuse