VIDEO SIGNAL-DEPENDENT NOISE ESTIMATION VIA INTER-FRAME PREDICTION

Yanhao Li; Marina Gardella; Quentin Bammey; Tina Nikoukhah; Rafael Grompone von Gioi; Miguel Colom; Jean-Michel Morel

doi:10.1109/ICIP46576.2022.9897605

VIDEO SIGNAL-DEPENDENT NOISE ESTIMATION VIA INTER-FRAME PREDICTION

Yanhao Li, Marina Gardella, Quentin Bammey, Tina Nikoukhah, Rafael Grompone von Gioi, Miguel Colom, Jean-Michel Morel

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

3 Citations (Scopus)

Abstract

We propose a block-based signal-dependent noise estimation method on videos, that leverages inter-frame redundancy to separate noise from signal. Block matching is applied to find block pairs between two consecutive frames with similar signal. Then Ponomarenko's method is extended by sorting pairs by their low-frequency energy and estimating noise in the high frequencies. Experiments on three datasets show that this method improves on the state of the art. © 2022 IEEE.

Original language	English
Title of host publication	2022 IEEE International Conference on Image Processing - Proceedings
Publisher	IEEE
Pages	1406-1410
ISBN (Electronic)	978-1-6654-9620-9
ISBN (Print)	978-1-6654-9621-6
DOIs	https://doi.org/10.1109/ICIP46576.2022.9897605
Publication status	Published - 2022
Externally published	Yes
Event	29th IEEE International Conference on Image Processing (ICIP 2022) - Virtual, Bordeaux, France Duration: 16 Oct 2022 → 19 Oct 2022 https://2022.ieeeicip.org/

Publication series

Name	Proceedings - International Conference on Image Processing, ICIP
ISSN (Print)	1522-4880
ISSN (Electronic)	2381-8549

Conference

Conference	29th IEEE International Conference on Image Processing (ICIP 2022)
Place	France
City	Bordeaux
Period	16/10/22 → 19/10/22
Internet address	https://2022.ieeeicip.org/

Research Keywords

image processing
Noise estimation
noise level function
video processing

Access Output

10.1109/ICIP46576.2022.9897605

Other Access Options

Check CityUHK Library

Permanent Link

Right click to copy link

Cite this

Li, Y., Gardella, M., Bammey, Q., Nikoukhah, T., Grompone von Gioi, R., Colom, M., & Morel, J.-M. (2022). VIDEO SIGNAL-DEPENDENT NOISE ESTIMATION VIA INTER-FRAME PREDICTION. In 2022 IEEE International Conference on Image Processing - Proceedings (pp. 1406-1410). (Proceedings - International Conference on Image Processing, ICIP). IEEE. https://doi.org/10.1109/ICIP46576.2022.9897605

@inproceedings{f11898b764fe4e6cbf91bed63134ff51,

title = "VIDEO SIGNAL-DEPENDENT NOISE ESTIMATION VIA INTER-FRAME PREDICTION",

abstract = "We propose a block-based signal-dependent noise estimation method on videos, that leverages inter-frame redundancy to separate noise from signal. Block matching is applied to find block pairs between two consecutive frames with similar signal. Then Ponomarenko's method is extended by sorting pairs by their low-frequency energy and estimating noise in the high frequencies. Experiments on three datasets show that this method improves on the state of the art. {\textcopyright} 2022 IEEE.",

keywords = "image processing, Noise estimation, noise level function, video processing",

author = "Yanhao Li and Marina Gardella and Quentin Bammey and Tina Nikoukhah and {Grompone von Gioi}, Rafael and Miguel Colom and Jean-Michel Morel",

year = "2022",

doi = "10.1109/ICIP46576.2022.9897605",

language = "English",

isbn = "978-1-6654-9621-6",

series = "Proceedings - International Conference on Image Processing, ICIP",

publisher = "IEEE",

pages = "1406--1410",

booktitle = "2022 IEEE International Conference on Image Processing - Proceedings",

address = "United States",

note = "29th IEEE International Conference on Image Processing (ICIP 2022) ; Conference date: 16-10-2022 Through 19-10-2022",

url = "https://2022.ieeeicip.org/",

}

Li, Y, Gardella, M, Bammey, Q, Nikoukhah, T, Grompone von Gioi, R, Colom, M & Morel, J-M 2022, VIDEO SIGNAL-DEPENDENT NOISE ESTIMATION VIA INTER-FRAME PREDICTION. in 2022 IEEE International Conference on Image Processing - Proceedings. Proceedings - International Conference on Image Processing, ICIP, IEEE, pp. 1406-1410, 29th IEEE International Conference on Image Processing (ICIP 2022) , Bordeaux, France, 16/10/22. https://doi.org/10.1109/ICIP46576.2022.9897605

VIDEO SIGNAL-DEPENDENT NOISE ESTIMATION VIA INTER-FRAME PREDICTION. / Li, Yanhao; Gardella, Marina; Bammey, Quentin et al.
2022 IEEE International Conference on Image Processing - Proceedings. IEEE, 2022. p. 1406-1410 (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - VIDEO SIGNAL-DEPENDENT NOISE ESTIMATION VIA INTER-FRAME PREDICTION

AU - Li, Yanhao

AU - Gardella, Marina

AU - Bammey, Quentin

AU - Nikoukhah, Tina

AU - Grompone von Gioi, Rafael

AU - Colom, Miguel

AU - Morel, Jean-Michel

PY - 2022

Y1 - 2022

N2 - We propose a block-based signal-dependent noise estimation method on videos, that leverages inter-frame redundancy to separate noise from signal. Block matching is applied to find block pairs between two consecutive frames with similar signal. Then Ponomarenko's method is extended by sorting pairs by their low-frequency energy and estimating noise in the high frequencies. Experiments on three datasets show that this method improves on the state of the art. © 2022 IEEE.

AB - We propose a block-based signal-dependent noise estimation method on videos, that leverages inter-frame redundancy to separate noise from signal. Block matching is applied to find block pairs between two consecutive frames with similar signal. Then Ponomarenko's method is extended by sorting pairs by their low-frequency energy and estimating noise in the high frequencies. Experiments on three datasets show that this method improves on the state of the art. © 2022 IEEE.

KW - image processing

KW - Noise estimation

KW - noise level function

KW - video processing

UR - http://www.scopus.com/inward/record.url?scp=85146729318&partnerID=8YFLogxK

UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-85146729318&origin=recordpage

U2 - 10.1109/ICIP46576.2022.9897605

DO - 10.1109/ICIP46576.2022.9897605

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 978-1-6654-9621-6

T3 - Proceedings - International Conference on Image Processing, ICIP

SP - 1406

EP - 1410

BT - 2022 IEEE International Conference on Image Processing - Proceedings

PB - IEEE

T2 - 29th IEEE International Conference on Image Processing (ICIP 2022)

Y2 - 16 October 2022 through 19 October 2022

ER -

VIDEO SIGNAL-DEPENDENT NOISE ESTIMATION VIA INTER-FRAME PREDICTION

Abstract

Publication series

Conference

Research Keywords

Access Output

Other Access Options

Permanent Link

Other Files and Links

Fingerprint

Cite this