Concepedia

Data-driven Reflectance Models

Data-Driven Reflectance Models is a reflectance modeling approach that belongs to the class of computational methods for estimating surface appearance from measured data, distinguished by its reliance on empirical observations and statistical learning rather than analytical physical simulations to characterize light-surface interactions.

41

Publications

5.3K

Citations

155

Authors

98

Institutions

Publications per year

2017–2026

9

Parents

Publications

41

Using data mining to model and interpret soil diffuse reflectance spectra

Raphael A. Viscarra Rossel, Thorsten Behrens · Geoderma · 2010 · 1.2K citations

, , +14

A data-driven reflectance model

Wojciech Matusik, Hanspeter Pfister, Matt Brand et al. · ACM Transactions on Graphics · 2003 · 614 citations

, , +13

A data-driven reflectance model

Wojciech Matusik, Hanspeter Pfister, Matt Brand et al. · 2003 · 603 citations · Full text

, , +13

Burned area mapping using multi-temporal moderate spatial resolution data—a bi-directional reflectance model-based expectation approach

David P. Roy, P. Lewis, Chris Justice · Remote Sensing of Environment · 2002 · 383 citations

, , +13

Generating synthetic Landsat images based on all available Landsat data: Predicting Landsat surface reflectance at any given time

Zhe Zhu, Curtis E. Woodcock, Christopher E. Holden et al. · Remote Sensing of Environment · 2015 · 314 citations · Full text

, , +15

1–5 of 41

Authors

155

  1. HW
    Henrik Wann Jensen

    University of California San Diego, United States

    4 publications · 525 citations

    4

    h-index

  2. HP
    Hanspeter Pfister

    Harvard University Press, United States

    4 publications · 1.6K citations

    4

    h-index

  3. WM
    Wojciech Matusik

    Massachusetts Institute of Technology, United States

    4 publications · 1.6K citations

    4

    h-index

  4. XT
    Xin Tong

    Microsoft Research Asia (China), China

    3 publications · 207 citations

    3

    h-index

  5. BG
    Baining Guo

    Microsoft Research Asia (China), China

    2 publications · 120 citations

    2

    h-index

1–5 of 155

Institutions

98

  1. Tsinghua University

    Beijing, China

    3 h-index

    5 publications

    255 citations

  2. University of Toronto

    Toronto, Canada

    3 h-index

    6 publications

    313 citations

  3. State Key Laboratory of Remote Sensing Science

    Beijing, China

    3 h-index

    17 publications

    1.1K citations

  4. University College London

    London, United Kingdom

    3 h-index

    6 publications

    1.1K citations

  5. ETH Zurich

    Zurich, Switzerland

    3 h-index

    5 publications

    761 citations

  6. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    3 h-index

    3 publications

    207 citations

  7. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    13 publications

    290 citations

  8. Beijing Normal University

    Beijing, China

    3 h-index

    13 publications

    266 citations

1–8 of 98

Venues

  1. ACM Transactions on Graphics

    TOG · 7 publications · 1.3K citations

    7

    h-index

  2. Remote Sensing of Environment

    6 publications · 1.1K citations

    6

    h-index

  3. Remote Sensing

    2 publications · 41 citations

    2

    h-index

  4. 2

    h-index

  5. International Journal of Earth Sciences

    GR · 1 publications · 53 citations

    1

    h-index

1–5