Concepedia

Deep Learning-based Tracking

Deep Learning-Based Tracking is a cell tracking methodology that employs deep neural networks to learn spatiotemporal representations from image sequences, distinguishing itself from traditional tracking approaches by leveraging hierarchical feature abstraction and end-to-end learning for accurate and automated cell lineage estimation.

726

Publications

67.6K

Citations

2.5K

Authors

729

Institutions

Publications per year

2017–2026

660

Parents

Publications

726

High Performance Visual Tracking with Siamese Region Proposal Network

Bo Li, Junjie Yan, Wei Wu et al. · 2018 · 3K citations

, , +14

Learning Multi-domain Convolutional Neural Networks for Visual Tracking

Hyeonseob Nam, Bohyung Han · 2016 · 2.8K citations

, , +12

ECO: Efficient Convolution Operators for Tracking

Martin Danelljan, Goutam Bhat, Fahad Shahbaz Khan et al. · 2017 · 2.8K citations · Full text

, , +16

SiamRPN++: Evolution of Siamese Visual Tracking With Very Deep Networks

Bo Li, Wei Wu, Qiang Wang et al. · 2019 · 2.5K citations

, , +13

Hierarchical Convolutional Features for Visual Tracking

Chao Ma, Jia‐Bin Huang, Xiaokang Yang et al. · 2015 · 1.9K citations

, , +15

1–5 of 726

Authors

2.5K

  1. MY
    Ming–Hsuan Yang

    University of California, Merced, United States

    19 publications · 4.8K citations

    16

    h-index

  2. CM
    Chao Ma

    Shanghai Jiao Tong University, China

    16 publications · 4K citations

    15

    h-index

  3. HL
    Huchuan Lu

    Dalian University of Technology, China

    12 publications · 2.6K citations

    12

    h-index

  4. FS
    Fahad Shahbaz Khan

    Mohamed bin Zayed University of Artificial Intelligence, United Arab Emirates

    9 publications · 4.5K citations

    9

    h-index

  5. BZ
    Bineng Zhong

    Huaqiao University, China

    9 publications · 1.5K citations

    9

    h-index

1–5 of 2.5K

Institutions

729

  1. Chinese Academy of Sciences

    Beijing, China

    26 h-index

    113 publications

    9.4K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    25 h-index

    80 publications

    13.8K citations

  3. Harbin Institute of Technology

    Harbin, China

    19 h-index

    66 publications

    9.6K citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    18 h-index

    47 publications

    2.7K citations

  5. University of California, Merced

    Merced, United States

    14 h-index

    17 publications

    4.8K citations

  6. Institute of Automation

    Beijing, China

    14 h-index

    39 publications

    2.7K citations

  7. Beihang University

    Beijing, China

    12 h-index

    31 publications

    4.5K citations

  8. Peng Cheng Laboratory

    Shenzhen, China

    12 h-index

    19 publications

    3.4K citations

1–8 of 729

Venues

  1. arXiv (Cornell University)

    Repository · 78 publications · 3.7K citations

    29

    h-index

  2. IEEE Transactions on Image Processing

    26 publications · 2.7K citations

    23

    h-index

  3. 17

    h-index

  4. IEEE Access

    28 publications · 953 citations

    17

    h-index

  5. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 12 publications · 1.7K citations

    12

    h-index

1–5