Error-Concealed Video Dataset (ECVD)

Error-Concealed Video Dataset (ECVD)

Citation Author(s):
Mohammad
Kazemi
University of Isfahan
Mohammad
Ghanbari
University of Tehran
Shervin
Shirmohammadi
University of Ottawa
Submitted by:
Mohammad Kazemi
Last updated:
Mon, 03/30/2020 - 18:43
DOI:
10.21227/31wz-b576
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This is a dataset of 120 error-concealed video clips.  The clips were generated from 6 CIF, 6 HD and 6 Full-HD test video sequences. Each of those sequences was error concealed with 4 Error Concealment (EC) techniques: Motion Copy, Motion Vector Extrapolation, Decoder Motion Vector Estimation (DMVE) + Boundary Matching Algorithm (BMA), and Adaptive Error Concealment Order Determination (AECOD). The dataset also includes the original (loss free) video clips, as well as the subjective ranking of the error-concealed videos.

The original purpose for generating this dataset is to evaluate the performance of various Image/Video Quality Assessment (I/VQA) methods in how well they compare the quality of error-concealed videos. In other words, if the output of EC technique A is a better-quality video than EC technique B, which I/VQA metric predicts this correctly.

For more information please refer to the following paper:

M. Kazemi, M. Ghanbari, and S. Shirmohammadi, “The Performance of Quality Metrics in Assessing Error-Concealed Video Quality,” IEEE Transactions on Image Processing, accepted March 14 2020, to appear..

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[1] Mohammad Kazemi, Mohammad Ghanbari, Shervin Shirmohammadi, "Error-Concealed Video Dataset (ECVD)", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/31wz-b576. Accessed: Apr. 04, 2020.
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doi = {10.21227/31wz-b576},
url = {http://dx.doi.org/10.21227/31wz-b576},
author = {Mohammad Kazemi; Mohammad Ghanbari; Shervin Shirmohammadi },
publisher = {IEEE Dataport},
title = {Error-Concealed Video Dataset (ECVD)},
year = {2020} }
TY - DATA
T1 - Error-Concealed Video Dataset (ECVD)
AU - Mohammad Kazemi; Mohammad Ghanbari; Shervin Shirmohammadi
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Mohammad Kazemi, Mohammad Ghanbari, Shervin Shirmohammadi. (2020). Error-Concealed Video Dataset (ECVD). IEEE Dataport. http://dx.doi.org/10.21227/31wz-b576
Mohammad Kazemi, Mohammad Ghanbari, Shervin Shirmohammadi, 2020. Error-Concealed Video Dataset (ECVD). Available at: http://dx.doi.org/10.21227/31wz-b576.
Mohammad Kazemi, Mohammad Ghanbari, Shervin Shirmohammadi. (2020). "Error-Concealed Video Dataset (ECVD)." Web.
1. Mohammad Kazemi, Mohammad Ghanbari, Shervin Shirmohammadi. Error-Concealed Video Dataset (ECVD) [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/31wz-b576
Mohammad Kazemi, Mohammad Ghanbari, Shervin Shirmohammadi. "Error-Concealed Video Dataset (ECVD)." doi: 10.21227/31wz-b576