SLEAP: A deep learning system for multi-animal pose tracking (vol 19, pg 486, 2022)

被引：4
|
作者：
Pereira, Talmo D.
Tabris, Nathaniel
Matsliah, Arie
Turner, David M.
Li, Junyu
Ravindranath, Shruthi
Papadoyannis, Eleni S.
Normand, Edna
Deutsch, David S.
Wang, Z. Yan
McKenzie-Smith, Grace C.
Mitelut, Catalin C.
Castro, Marielisa Diez
D'Uva, John [1 ]
Kislin, Mikhail
Sanes, Dan H.
Kocher, Sarah D.
Wang, Samuel S. -H.
Falkner, Annegret L.
Shaevitz, Joshua W.
Murthy, Mala
机构：
[1] Princeton Univ, Princeton Neurosci Inst, Princeton, NJ 08544 USA
来源：
NATURE METHODS | 2022年 / 19卷 / 05期
关键词：
D O I：
10.1038/s41592-022-01495-2
中图分类号：
Q5 [生物化学];
学科分类号：
071010 ; 081704 ;
摘要：
引用
收藏
页码：628 / 628
页数：1
相关论文
共 50 条
  • [1] SLEAP: A deep learning system for multi-animal pose tracking
    Pereira, Talmo D.
    Tabris, Nathaniel
    Matsliah, Arie
    Turner, David M.
    Li, Junyu
    Ravindranath, Shruthi
    Papadoyannis, Eleni S.
    Normand, Edna
    Deutsch, David S.
    Wang, Z. Yan
    McKenzie-Smith, Grace C.
    Mitelut, Catalin C.
    Castro, Marielisa Diez
    D'Uva, John
    Kislin, Mikhail
    Sanes, Dan H.
    Kocher, Sarah D.
    Wang, Samuel S-H
    Falkner, Annegret L.
    Shaevitz, Joshua W.
    Murthy, Mala
    [J]. NATURE METHODS, 2022, 19 (04) : 486 - +
  • [2] SLEAP: A deep learning system for multi-animal pose tracking
    Talmo D. Pereira
    Nathaniel Tabris
    Arie Matsliah
    David M. Turner
    Junyu Li
    Shruthi Ravindranath
    Eleni S. Papadoyannis
    Edna Normand
    David S. Deutsch
    Z. Yan Wang
    Grace C. McKenzie-Smith
    Catalin C. Mitelut
    Marielisa Diez Castro
    John D’Uva
    Mikhail Kislin
    Dan H. Sanes
    Sarah D. Kocher
    Samuel S.-H. Wang
    Annegret L. Falkner
    Joshua W. Shaevitz
    Mala Murthy
    [J]. Nature Methods, 2022, 19 : 486 - 495
  • [3] Publisher Correction: SLEAP: A deep learning system for multi-animal pose tracking
    Talmo D. Pereira
    Nathaniel Tabris
    Arie Matsliah
    David M. Turner
    Junyu Li
    Shruthi Ravindranath
    Eleni S. Papadoyannis
    Edna Normand
    David S. Deutsch
    Z. Yan Wang
    Grace C. McKenzie-Smith
    Catalin C. Mitelut
    Marielisa Diez Castro
    John D’Uva
    Mikhail Kislin
    Dan H. Sanes
    Sarah D. Kocher
    Samuel S.-H. Wang
    Annegret L. Falkner
    Joshua W. Shaevitz
    Mala Murthy
    [J]. Nature Methods, 2022, 19 : 628 - 628
  • [4] Multi-animal pose estimation, identification and tracking with DeepLabCut
    Jessy Lauer
    Mu Zhou
    Shaokai Ye
    William Menegas
    Steffen Schneider
    Tanmay Nath
    Mohammed Mostafizur Rahman
    Valentina Di Santo
    Daniel Soberanes
    Guoping Feng
    Venkatesh N. Murthy
    George Lauder
    Catherine Dulac
    Mackenzie Weygandt Mathis
    Alexander Mathis
    [J]. Nature Methods, 2022, 19 : 496 - 504
  • [5] Multi-animal pose estimation, identification and tracking with DeepLabCut
    Lauer, Jessy
    Zhou, Mu
    Ye, Shaokai
    Menegas, William
    Schneider, Steffen
    Nath, Tanmay
    Rahman, Mohammed Mostafizur
    Di Santo, Valentina
    Soberanes, Daniel
    Feng, Guoping
    Murthy, Venkatesh N.
    Lauder, George
    Dulac, Catherine
    Mathis, Mackenzie Weygandt
    Mathis, Alexander
    [J]. NATURE METHODS, 2022, 19 (04) : 496 - 504
  • [6] Deep MAnTra: deep learning-based multi-animal tracking for Japanese macaques
    Pineda, Riza Rae
    Kubo, Takatomi
    Shimada, Masaki
    Ikeda, Kazushi
    [J]. ARTIFICIAL LIFE AND ROBOTICS, 2023, 28 (01) : 127 - 138
  • [7] Deep MAnTra: deep learning-based multi-animal tracking for Japanese macaques
    Riza Rae Pineda
    Takatomi Kubo
    Masaki Shimada
    Kazushi Ikeda
    [J]. Artificial Life and Robotics, 2023, 28 : 127 - 138
  • [8] Development of deep multi-animal tracking for domestic cats toward future application to social behavior analysis
    Nakajima, Nina
    Koyasu, Hikari
    Maruno, Yuki
    Nagasawa, Miho
    Kikusui, Takefumi
    Kubo, Takatomi
    [J]. ADVANCED ROBOTICS, 2024, 38 (14) : 958 - 966
  • [9] Multi-animal 3D social pose estimation, identification and behaviour embedding with a few-shot learning framework
    Han, Yaning
    Chen, Ke
    Wang, Yunke
    Liu, Wenhao
    Wang, Zhouwei
    Wang, Xiaojing
    Han, Chuanliang
    Liao, Jiahui
    Huang, Kang
    Cai, Shengyuan
    Huang, Yiting
    Wang, Nan
    Li, Jinxiu
    Song, Yangwangzi
    Li, Jing
    Wang, Guo-Dong
    Wang, Liping
    Zhang, Yaping
    Wei, Pengfei
    [J]. NATURE MACHINE INTELLIGENCE, 2024, 6 (01) : 48 - 61
  • [10] Multi-animal 3D social pose estimation, identification and behaviour embedding with a few-shot learning framework
    Yaning Han
    Ke Chen
    Yunke Wang
    Wenhao Liu
    Zhouwei Wang
    Xiaojing Wang
    Chuanliang Han
    Jiahui Liao
    Kang Huang
    Shengyuan Cai
    Yiting Huang
    Nan Wang
    Jinxiu Li
    Yangwangzi Song
    Jing Li
    Guo-Dong Wang
    Liping Wang
    Yaping Zhang
    Pengfei Wei
    [J]. Nature Machine Intelligence, 2024, 6 : 48 - 61
12345