ACR360 Dataset

Dataset Structure

The ACR360 dataset contains the following three main folders:

1- ACR

Six sub-folders relating to the data type and the information about the participants:
	1_Data_ACR_MOS
	2_Data_ACR_HMD
	3_Data_ACR_EYE
	4_Data_ACR_GSR
	5_Data_ACR_SSQ
	6_Data_ACR_TimeStamp
	ACR_Participants_Information.csv

2- ACR_Pilot

Six sub-folders relating to the data type and the information about the participants:
	1_Data_ACR_MOS
	2_Data_ACR_HMD
	3_Data_ACR_EYE
	4_Data_ACR_GSR
	5_Data_ACR_SSQ
	6_Data_ACR_TimeStamp
	ACR_Pilot_Participants_Information.csv

3- MACR

Six sub-folders relating to the data type and the information about the participants:
	1_Data_MACR_MOS
	2_Data_MACR_HMD
	3_Data_MACR_EYE
	4_Data_MACR_GSR
	5_Data_MACR_SSQ
	6_Data_MACR_TimeStamp
	MACR_Participants_Information.csv

4- MACR_Pilot

Six sub-folders relating to the data type and the information about the participants:
	1_Data_MACR_MOS
	2_Data_MACR_HMD
	3_Data_MACR_EYE
	4_Data_MACR_GSR
	5_Data_MACR_SSQ
	6_Data_MACR_TimeStamp
	MACR_Pilot_Participants_Information.csv

5- Test_scenes

- Information regarding the coded reference videos and corresponding test videos
- The instructions for the download link of the 120 videos.

Citation

To use the ACR360 dataset in published work, please cite the following two papers:

• Paper 1

M. Elwardy, Y. Hu, H. -J. Zepernick, T. M. Chinh Chu and V. Sundstedt, “Comparison of ACR Methods for 360° Video Quality Assessment Subject to Participants’ Experience with Immersive Media,” in Proceedings of IEEE International Conference on Signal Processing and Communication Systems (ICSPCS), Adelaide, Australia, pp. 43-52, Dec. 2020.

• Paper 2

M. Elwardy, H. -J. Zepernick, Y. Hu and T. M. Chinh Chu, "ACR360: A Dataset on Subjective 360° Video Quality Assessment Using ACR Methods," in Proceedings of IEEE International Conference on Signal Processing and Communication Systems (ICSPCS), Bydgoszcz, Poland, pp. 1-8, Sep. 2023.

• BibTex (Paper 1)

@inproceedings{ELW20,
    	author		= {Elwardy, Majed and Hu, Yan and Zepernick, Hans-J\"urgen, Chinh Chu, Thi My and Sundstedt, Veronica},
    	title		= {{Comparison of ACR Methods for 360$^{\circ}$ Video Quality Assessment Subject to Participants’ Experience with Immersive Media}},
    	booktitle	= {Signal Processing and Communication Systems (ICSPCS)},
    	address		= {Adelaide, SA, Australia},
	month		= {Dec.},
    	year		= {2020},
     	pages		= {1-10}
}

• BibTex (Paper 2)

@inproceedings{ELW23,
    	author		= {Elwardy, Majed and Zepernick, Hans-J\"urgen and Hu, Yan and Chinh Chu, Thi My },
    	title		= {{ACR360: A Dataset on Subjective 360° Video Quality Assessment Using ACR Methods}},
    	booktitle	= {Signal Processing and Communication Systems (ICSPCS)},
    	address		= {Bydgoszcz, Poland},
	month		= {Sep.},
    	year		= {2023},
     	pages		= {1-8}
}

Acknowledgements

This work was supported in part by the Knowledge Foundation, Sweden, through the ViaTecH project and HINTS project under contract numbers 20170056 and 20220068, respectively.

The studies have been granted ethical approval (Dnr. 2018/863).

Contact

If you have any question about our ACR360 dataset, please use the public issues section on this Github repo.

Alternatively, contact me:

• Majed Elwardy : [email protected] (corresponding author)

Please send email in the format as follows:

• subject: ACR360