Analysis of spatial and temporal information variation for 10-bit and 8-bit video sequences

Nabajeet Barman; Nabeel Khan; Maria Martini

doi:10.1109/CAMAD.2019.8858486

Analysis of spatial and temporal information variation for 10-bit and 8-bit video sequences

Nabajeet Barman
, Nabeel Khan
, Maria Martini

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Spatial Information (SI) and Temporal Information (TI) have been used widely as an approximate estimation of video complexity. Recently, SI (and TI) have found use in many other applications such as Quality of Experience modeling, Bandwidth and Rate-distortion modeling, etc., for both traditional and non-traditional (gaming, dynamic vision sensors, etc.) videos. A systematic study on SI and TI for videos, investigating the effect of different video encoding and processing steps has been missing so far. Also, SI and TI estimation has been limited to 8-bit videos, while there has been increasing popularity and usage of 10-bit videos. Towards this end, we present in this paper a comprehensive evaluation of the variation of SI and TI for different 8-bit and 10-bit videos. The effects of encoders, encoding settings, temporal pooling, resolution, etc. on SI and TI are presented in this study.

Original language	English
Title of host publication	Published in: 2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). Piscataway, NJ : IEEE. ISSN 2378-4865 ISBN 9781728110172. Organising Body: The Institute of Electrical and Electronics Engineers Organising Body: The Institute of Electrical and Electronics Engineers
DOIs	https://doi.org/10.1109/CAMAD.2019.8858486
Publication status	Published - Sept 2019

Bibliographical note

Note: Published in: 2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). Piscataway, NJ : IEEE. ISSN 2378-4865 ISBN 9781728110172.

Organising Body: The Institute of Electrical and Electronics Engineers

Organising Body: The Institute of Electrical and Electronics Engineers

Keywords

Computer science and informatics

Access to Document

10.1109/CAMAD.2019.8858486

https://doi.org/10.1109/CAMAD.2019.8858486

Analysis of spatial and temporal information variation for 10-bit and 8-bit video sequences
Barman, N., Khan, N. & Martini, M., Sept 2019.
Research output: Contribution to conference › Paper › peer-review

Cite this

Barman, N., Khan, N., & Martini, M. (2019). Analysis of spatial and temporal information variation for 10-bit and 8-bit video sequences. In Published in: 2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). Piscataway, NJ : IEEE. ISSN 2378-4865 ISBN 9781728110172. Organising Body: The Institute of Electrical and Electronics Engineers Organising Body: The Institute of Electrical and Electronics Engineers https://doi.org/10.1109/CAMAD.2019.8858486

Barman, Nabajeet ; Khan, Nabeel ; Martini, Maria. / Analysis of spatial and temporal information variation for 10-bit and 8-bit video sequences. Published in: 2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). Piscataway, NJ : IEEE. ISSN 2378-4865 ISBN 9781728110172. Organising Body: The Institute of Electrical and Electronics Engineers Organising Body: The Institute of Electrical and Electronics Engineers. 2019.

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abstract = "Spatial Information (SI) and Temporal Information (TI) have been used widely as an approximate estimation of video complexity. Recently, SI (and TI) have found use in many other applications such as Quality of Experience modeling, Bandwidth and Rate-distortion modeling, etc., for both traditional and non-traditional (gaming, dynamic vision sensors, etc.) videos. A systematic study on SI and TI for videos, investigating the effect of different video encoding and processing steps has been missing so far. Also, SI and TI estimation has been limited to 8-bit videos, while there has been increasing popularity and usage of 10-bit videos. Towards this end, we present in this paper a comprehensive evaluation of the variation of SI and TI for different 8-bit and 10-bit videos. The effects of encoders, encoding settings, temporal pooling, resolution, etc. on SI and TI are presented in this study.",

keywords = "Computer science and informatics",

author = "Nabajeet Barman and Nabeel Khan and Maria Martini",

note = "Note: Published in: 2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). Piscataway, NJ : IEEE. ISSN 2378-4865 ISBN 9781728110172. Organising Body: The Institute of Electrical and Electronics Engineers Organising Body: The Institute of Electrical and Electronics Engineers",

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Barman, N, Khan, N & Martini, M 2019, Analysis of spatial and temporal information variation for 10-bit and 8-bit video sequences. in Published in: 2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). Piscataway, NJ : IEEE. ISSN 2378-4865 ISBN 9781728110172. Organising Body: The Institute of Electrical and Electronics Engineers Organising Body: The Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/CAMAD.2019.8858486

Analysis of spatial and temporal information variation for 10-bit and 8-bit video sequences. / Barman, Nabajeet; Khan, Nabeel; Martini, Maria.
Published in: 2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). Piscataway, NJ : IEEE. ISSN 2378-4865 ISBN 9781728110172. Organising Body: The Institute of Electrical and Electronics Engineers Organising Body: The Institute of Electrical and Electronics Engineers. 2019.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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N2 - Spatial Information (SI) and Temporal Information (TI) have been used widely as an approximate estimation of video complexity. Recently, SI (and TI) have found use in many other applications such as Quality of Experience modeling, Bandwidth and Rate-distortion modeling, etc., for both traditional and non-traditional (gaming, dynamic vision sensors, etc.) videos. A systematic study on SI and TI for videos, investigating the effect of different video encoding and processing steps has been missing so far. Also, SI and TI estimation has been limited to 8-bit videos, while there has been increasing popularity and usage of 10-bit videos. Towards this end, we present in this paper a comprehensive evaluation of the variation of SI and TI for different 8-bit and 10-bit videos. The effects of encoders, encoding settings, temporal pooling, resolution, etc. on SI and TI are presented in this study.

AB - Spatial Information (SI) and Temporal Information (TI) have been used widely as an approximate estimation of video complexity. Recently, SI (and TI) have found use in many other applications such as Quality of Experience modeling, Bandwidth and Rate-distortion modeling, etc., for both traditional and non-traditional (gaming, dynamic vision sensors, etc.) videos. A systematic study on SI and TI for videos, investigating the effect of different video encoding and processing steps has been missing so far. Also, SI and TI estimation has been limited to 8-bit videos, while there has been increasing popularity and usage of 10-bit videos. Towards this end, we present in this paper a comprehensive evaluation of the variation of SI and TI for different 8-bit and 10-bit videos. The effects of encoders, encoding settings, temporal pooling, resolution, etc. on SI and TI are presented in this study.

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M3 - Conference contribution

BT - Published in: 2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). Piscataway, NJ : IEEE. ISSN 2378-4865 ISBN 9781728110172. Organising Body: The Institute of Electrical and Electronics Engineers Organising Body: The Institute of Electrical and Electronics Engineers

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Barman N, Khan N, Martini M. Analysis of spatial and temporal information variation for 10-bit and 8-bit video sequences. In Published in: 2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). Piscataway, NJ : IEEE. ISSN 2378-4865 ISBN 9781728110172. Organising Body: The Institute of Electrical and Electronics Engineers Organising Body: The Institute of Electrical and Electronics Engineers. 2019 doi: 10.1109/CAMAD.2019.8858486

Analysis of spatial and temporal information variation for 10-bit and 8-bit video sequences

Abstract

Bibliographical note

Keywords

Access to Document

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Research output

Analysis of spatial and temporal information variation for 10-bit and 8-bit video sequences

Cite this