Illumination Dataset

Illumination Dataset

Citation Author(s):
University of New South Wales
Submitted by:
Maryam Haghighat
Last updated:
Tue, 03/03/2020 - 10:24
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The dataset includes sample indoor and outdoor sequences with considerable variations in illumination.


Datasets "Mall", "Oslo-LinPro" and "SJSU" are from AMOS dataset available on "".

Datasets "scene1", "scene2", "scene6" and "scene11" are from Phos dataset available on "".

Dataset Building is captured by the author at a frame rate of one per 15 minutes. 

The datasets are used to evaluate illumination estimation and compensation approaches in the following projects:

- M. Haghighat, R. Mathew, D. Taubman, "Illumination Estimation and Compensation of Low Frame Rate Video Sequences for Wavelet-Based Video Compression", IEEE Transactions on Image Processing. 

- M. Haghighat, R. Mathew, A. Naman, S. Young, and D. Taubman, "Rate-distortion optimized illumination estimation for wavelet-based video coding”, in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

- M. Haghighat, R. Mathew, A. Naman, and D. Taubman, “Lifting-based illumination adaptive transform (LIAT) using mesh-based illumination modelling”, in 2017 IEEE International Conference on Image Processing (ICIP).

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[1] Maryam Haghighat, "Illumination Dataset", IEEE Dataport, 2019. [Online]. Available: Accessed: Apr. 04, 2020.
doi = {10.21227/hd90-7m11},
url = {},
author = {Maryam Haghighat },
publisher = {IEEE Dataport},
title = {Illumination Dataset},
year = {2019} }
T1 - Illumination Dataset
AU - Maryam Haghighat
PY - 2019
PB - IEEE Dataport
UR - 10.21227/hd90-7m11
ER -
Maryam Haghighat. (2019). Illumination Dataset. IEEE Dataport.
Maryam Haghighat, 2019. Illumination Dataset. Available at:
Maryam Haghighat. (2019). "Illumination Dataset." Web.
1. Maryam Haghighat. Illumination Dataset [Internet]. IEEE Dataport; 2019. Available from :
Maryam Haghighat. "Illumination Dataset." doi: 10.21227/hd90-7m11