Image and video colorization based on prioritized source propagation

Jun Hee Heu, Dae Young Hyun, Chang-Su Kim, Sang Uk Lee

Research output: Chapter in Book/Report/Conference proceedingConference contribution

24 Citations (Scopus)

Abstract

An efficient colorization scheme for images and videos based on prioritized source propagation is proposed in this work. A user first scribbles colors on a set of source pixels in an image or the first frame of a movie. The proposed algorithm then propagates those colors to the other non-source pixels and the subsequent frames. Specifically, the proposed algorithm identifies the non-source pixel with the highest priority, which can be most reliably colorized. Then, its color is interpolated from the neighboring pixels. This is repeated until the whole image or movie is colorized. Simulation results demonstrate that the proposed algorithm yields more reliable colorization performance than the conventional algorithms.

Original languageEnglish
Title of host publicationProceedings - International Conference on Image Processing, ICIP
Pages465-468
Number of pages4
DOIs
Publication statusPublished - 2009 Dec 1
Event2009 IEEE International Conference on Image Processing, ICIP 2009 - Cairo, Egypt
Duration: 2009 Nov 72009 Nov 12

Other

Other2009 IEEE International Conference on Image Processing, ICIP 2009
CountryEgypt
CityCairo
Period09/11/709/11/12

Fingerprint

Pixels
Color

Keywords

  • And source propagation
  • Image colorization
  • Video colorization

ASJC Scopus subject areas

  • Software
  • Computer Vision and Pattern Recognition
  • Signal Processing

Cite this

Heu, J. H., Hyun, D. Y., Kim, C-S., & Lee, S. U. (2009). Image and video colorization based on prioritized source propagation. In Proceedings - International Conference on Image Processing, ICIP (pp. 465-468). [5414371] https://doi.org/10.1109/ICIP.2009.5414371

Image and video colorization based on prioritized source propagation. / Heu, Jun Hee; Hyun, Dae Young; Kim, Chang-Su; Lee, Sang Uk.

Proceedings - International Conference on Image Processing, ICIP. 2009. p. 465-468 5414371.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Heu, JH, Hyun, DY, Kim, C-S & Lee, SU 2009, Image and video colorization based on prioritized source propagation. in Proceedings - International Conference on Image Processing, ICIP., 5414371, pp. 465-468, 2009 IEEE International Conference on Image Processing, ICIP 2009, Cairo, Egypt, 09/11/7. https://doi.org/10.1109/ICIP.2009.5414371
Heu JH, Hyun DY, Kim C-S, Lee SU. Image and video colorization based on prioritized source propagation. In Proceedings - International Conference on Image Processing, ICIP. 2009. p. 465-468. 5414371 https://doi.org/10.1109/ICIP.2009.5414371
Heu, Jun Hee ; Hyun, Dae Young ; Kim, Chang-Su ; Lee, Sang Uk. / Image and video colorization based on prioritized source propagation. Proceedings - International Conference on Image Processing, ICIP. 2009. pp. 465-468
@inproceedings{0354c25facc84b70853948b2c0c9d1db,
title = "Image and video colorization based on prioritized source propagation",
abstract = "An efficient colorization scheme for images and videos based on prioritized source propagation is proposed in this work. A user first scribbles colors on a set of source pixels in an image or the first frame of a movie. The proposed algorithm then propagates those colors to the other non-source pixels and the subsequent frames. Specifically, the proposed algorithm identifies the non-source pixel with the highest priority, which can be most reliably colorized. Then, its color is interpolated from the neighboring pixels. This is repeated until the whole image or movie is colorized. Simulation results demonstrate that the proposed algorithm yields more reliable colorization performance than the conventional algorithms.",
keywords = "And source propagation, Image colorization, Video colorization",
author = "Heu, {Jun Hee} and Hyun, {Dae Young} and Chang-Su Kim and Lee, {Sang Uk}",
year = "2009",
month = "12",
day = "1",
doi = "10.1109/ICIP.2009.5414371",
language = "English",
isbn = "9781424456543",
pages = "465--468",
booktitle = "Proceedings - International Conference on Image Processing, ICIP",

}

TY - GEN

T1 - Image and video colorization based on prioritized source propagation

AU - Heu, Jun Hee

AU - Hyun, Dae Young

AU - Kim, Chang-Su

AU - Lee, Sang Uk

PY - 2009/12/1

Y1 - 2009/12/1

N2 - An efficient colorization scheme for images and videos based on prioritized source propagation is proposed in this work. A user first scribbles colors on a set of source pixels in an image or the first frame of a movie. The proposed algorithm then propagates those colors to the other non-source pixels and the subsequent frames. Specifically, the proposed algorithm identifies the non-source pixel with the highest priority, which can be most reliably colorized. Then, its color is interpolated from the neighboring pixels. This is repeated until the whole image or movie is colorized. Simulation results demonstrate that the proposed algorithm yields more reliable colorization performance than the conventional algorithms.

AB - An efficient colorization scheme for images and videos based on prioritized source propagation is proposed in this work. A user first scribbles colors on a set of source pixels in an image or the first frame of a movie. The proposed algorithm then propagates those colors to the other non-source pixels and the subsequent frames. Specifically, the proposed algorithm identifies the non-source pixel with the highest priority, which can be most reliably colorized. Then, its color is interpolated from the neighboring pixels. This is repeated until the whole image or movie is colorized. Simulation results demonstrate that the proposed algorithm yields more reliable colorization performance than the conventional algorithms.

KW - And source propagation

KW - Image colorization

KW - Video colorization

UR - http://www.scopus.com/inward/record.url?scp=77951973480&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=77951973480&partnerID=8YFLogxK

U2 - 10.1109/ICIP.2009.5414371

DO - 10.1109/ICIP.2009.5414371

M3 - Conference contribution

SN - 9781424456543

SP - 465

EP - 468

BT - Proceedings - International Conference on Image Processing, ICIP

ER -