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    Computer vision & multimodal· 2015

    Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

    Shaoqing Ren (first author) · 2015

    Read the original

    DOI 10.1109/tpami.2016.2577031arXiv 1506.01497OpenAlex W639708223

    On the reading lists

    Why it matters

    Made region proposals learnable and efficient, establishing the dominant two-stage detection architecture.

    Condensed from the expert lists' notes.

    The record

    First released
    2015 (from arXiv 1506.01497)
    Citations
    76,424 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Awards
    NeurIPS Test of Time
    Named by
    both expert lists
    Score
    0.840 · computed rank 12 · consensus 0.84, must-read 0.5, citations percentile 0.965 (2010s · vision), awards 1, existing lists 0.5. Method

    Data sources

    Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0). Each count names its source. See the method.