Concepedia

Scene Hierarchy Learning

Scene Hierarchy Learning is a machine learning framework within scene classification that explicitly models hierarchical relationships among scene categories to improve contextual understanding and classification accuracy by leveraging multi-level semantic structures.

22

Publications

1.9K

Citations

68

Authors

32

Institutions

Publications per year

2017–2026

6

Parents

Publications

22

Towards total scene understanding: Classification, annotation and segmentation in an automatic framework

Li-Jia Li, Richard Socher, Li Fei-Fei · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 496 citations

, , +14

Learning hierarchical models of scenes, objects, and parts

Erik B. Sudderth, Antonio Torralba, William T. Freeman et al. · 2005 · 302 citations

, , +15

GRAINS

Manyi Li, Akshay Gadi Patil, Kai Xu et al. · ACM Transactions on Graphics · 2019 · 190 citations

, , +16

Understanding Indoor Scenes Using 3D Geometric Phrases

Wongun Choi, Yu-Wei Chao, Caroline Pantofaru et al. · 2013 · 189 citations

, , +15

Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis

Ceyuan Yang, Yujun Shen, Bolei Zhou · International Journal of Computer Vision · 2021 · 184 citations

, , +14

1–5 of 22

Authors

68

  1. KX
    Kai Xu

    National University of Defense Technology, China

    3 publications · 270 citations

    3

    h-index

  2. SC
    Siddhartha Chaudhuri

    Indian Institute of Technology Bombay, India

    3 publications · 309 citations

    3

    h-index

  3. CY
    Ceyuan Yang

    Chinese University of Hong Kong, Hong Kong SAR China

    2 publications · 226 citations

    2

    h-index

  4. LF
    Li Fei-Fei

    Stanford University, United States

    2 publications · 526 citations

    2

    h-index

  5. AG
    Akshay Gadi Patil

    Simon Fraser University, Canada

    2 publications · 240 citations

    2

    h-index

1–5 of 68

Institutions

32

  1. Princeton University

    Princeton, United States

    4 h-index

    11 publications

    1.8K citations

  2. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    9 publications

    504 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    3 publications

    76 citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    8 publications

    1.4K citations

  5. National University of Defense Technology

    Changsha, China

    2 h-index

    3 publications

    250 citations

  6. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    6 publications

    678 citations

  7. Simon Fraser University

    Burnaby, Canada

    2 h-index

    4 publications

    440 citations

  8. Cornell University

    Ithaca, United States

    2 h-index

    2 publications

    101 citations

1–8 of 32

Venues

  1. 2009 IEEE Conference on Computer Vision and Pattern Recognition

    Conference · 3 publications · 558 citations

    3

    h-index

  2. International Journal of Computer Vision

    2 publications · 258 citations

    2

    h-index

  3. ACM Transactions on Graphics

    TOG · 2 publications · 259 citations

    2

    h-index

  4. arXiv (Cornell University)

    Repository · 2 publications · 92 citations

    2

    h-index

  5. International Journal of Image and Graphics

    IJIG · 1 publications · 14 citations

    1

    h-index

1–5