Concepedia

Layout Estimation

Layout Estimation is a computational task in scene understanding that involves inferring the geometric structure and spatial arrangement of surfaces and boundaries in a scene, particularly the orientation and extent of floors, walls, and ceilings, from a single image or sensory input.

110

Publications

7.3K

Citations

331

Authors

134

Institutions

Publications per year

2017–2026

49

Parents

Publications

110

Recovering Surface Layout from an Image

Derek Hoiem, Alexei A. Efros, Martial Hebert · International Journal of Computer Vision · 2007 · 685 citations

, , +11

Recovering the spatial layout of cluttered rooms

Varsha Hedau, Derek Hoiem, David Forsyth · 2009 · 512 citations

, , +14

Discriminative models for multi-class object layout

Chaitanya Desai, Deva Ramanan, Charless C. Fowlkes · 2009 · 282 citations

, , +11

LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image

Chuhang Zou, Alex Colburn, Qi Shan et al. · 2018 · 265 citations

, , +16

Estimating Spatial Layout of Rooms using Volumetric Reasoning about Objects and Surfaces

Abhinav Gupta, Martial Hebert, Takeo Kanade · Figshare · 2018 · 257 citations · Full text

, , +16

1–5 of 110

Authors

331

  1. MS
    Min Sun

    Peking University, China

    5 publications · 541 citations

    5

    h-index

  2. DH
    Derek Hoiem

    University of Illinois Urbana-Champaign, United States

    5 publications · 1.5K citations

    5

    h-index

  3. HC
    Hwann-Tzong Chen

    National Tsing Hua University, Taiwan

    4 publications · 362 citations

    4

    h-index

  4. CS
    Cheng Sun

    Beijing Normal University, China

    4 publications · 362 citations

    4

    h-index

  5. XH
    Xuming He

    ShanghaiTech University, China

    3 publications · 43 citations

    3

    h-index

1–5 of 331

Institutions

134

  1. National Tsing Hua University

    Hsinchu, Taiwan

    6 h-index

    18 publications

    2.1K citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    5 h-index

    10 publications

    2.5K citations

  3. ShanghaiTech University

    Shanghai, China

    5 h-index

    7 publications

    245 citations

  4. Tsinghua University

    Beijing, China

    5 h-index

    14 publications

    804 citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    4 h-index

    19 publications

    1K citations

  6. ETH Zurich

    Zurich, Switzerland

    4 h-index

    5 publications

    488 citations

  7. Shandong University

    Jinan, China

    4 h-index

    13 publications

    606 citations

  8. University of California, Irvine

    Irvine, United States

    4 h-index

    10 publications

    1.6K citations

1–8 of 134

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 171 citations

    9

    h-index

  2. International Journal of Computer Vision

    3 publications · 954 citations

    3

    h-index

  3. IEEE Transactions on Multimedia

    3 publications · 249 citations

    3

    h-index

  4. 2

    h-index

  5. IEEE Transactions on Image Processing

    2 publications · 42 citations

    2

    h-index

1–5