Search Results for author: Philippe Rosnet

Found 1 papers, 1 papers with code

DeepStreaks: identifying fast-moving objects in the Zwicky Transient Facility data with deep learning

1 code implementation11 Apr 2019 Dmitry A. Duev, Ashish Mahabal, Quan-Zhi Ye, Kushal Tirumala, Justin Belicki, Richard Dekany, Sara Frederick, Matthew J. Graham, Russ R. Laher, Frank J. Masci, Thomas A. Prince, Reed Riddle, Philippe Rosnet, Maayane T. Soumagnac

We present DeepStreaks, a convolutional-neural-network, deep-learning system designed to efficiently identify streaking fast-moving near-Earth objects that are detected in the data of the Zwicky Transient Facility (ZTF), a wide-field, time-domain survey using a dedicated 47 sq.

Instrumentation and Methods for Astrophysics Earth and Planetary Astrophysics

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