Illumination Dataset

Illumination Dataset

Citation Author(s):
Maryam
Haghighat
University of New South Wales
Submitted by:
Maryam Haghighat
Last updated:
Fri, 02/15/2019 - 06:24
DOI:
10.21227/hd90-7m11
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Abstract: 

The dataset includes sample indoor and outdoor sequences with considerable variations in illumination.

 

Instructions: 

Datasets "Mall", "Oslo-LinPro" and "SJSU" are from AMOS dataset available on "http://amos.cse.wustl.edu/dataset".

Datasets "scene1", "scene2", "scene6" and "scene11" are from Phos dataset available on "http://robotics.pme.duth.gr/phos2.html".

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: http://dx.doi.org/10.21227/hd90-7m11. Accessed: Jun. 20, 2019.
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url = {http://dx.doi.org/10.21227/hd90-7m11},
author = {Maryam Haghighat },
publisher = {IEEE Dataport},
title = {Illumination Dataset},
year = {2019} }
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Maryam Haghighat. (2019). Illumination Dataset. IEEE Dataport. http://dx.doi.org/10.21227/hd90-7m11
Maryam Haghighat, 2019. Illumination Dataset. Available at: http://dx.doi.org/10.21227/hd90-7m11.
Maryam Haghighat. (2019). "Illumination Dataset." Web.
1. Maryam Haghighat. Illumination Dataset [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/hd90-7m11
Maryam Haghighat. "Illumination Dataset." doi: 10.21227/hd90-7m11