There is only you: Actively diminishing people in a scene

Chanran Kim, Jaehoon Lee, Kanghoon Lee, Jong-Il Park

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

Abstract

There are various objects in a scene, and some of them are unwanted. In particular, background photographs and portraits contain photographs of unwanted people. It is also problematic to include unwanted objects in terms of portrait rights, trademark exposure, and copyright protection. It is important to diminish these unwanted objects more naturally than to simply erase or mosaic them. We propose a method to actively detect a person and naturally fill that region. The proposed methods perform diminishing people by combining an object detection method based on deep learning and an exemplar-based image inpainting method. To measure the performance accurately, the object to be removed is synthesized with the image. In addition, we constructed the proposed method partially or in whole by deep learning and compared the results.

Original languageEnglish
Title of host publicationInternational Conference on Electronics, Information and Communication, ICEIC 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1-4
Number of pages4
ISBN (Electronic)9781538647547
DOIs
StatePublished - 2018 Apr 2
Event17th International Conference on Electronics, Information and Communication, ICEIC 2018 - Honolulu, United States
Duration: 2018 Jan 242018 Jan 27

Publication series

NameInternational Conference on Electronics, Information and Communication, ICEIC 2018
Volume2018-January

Other

Other17th International Conference on Electronics, Information and Communication, ICEIC 2018
CountryUnited States
CityHonolulu
Period18/01/2418/01/27

Fingerprint

Trademarks
Deep learning
Object detection

Keywords

  • Deep Learning
  • Diminished Reality
  • Image Inpainting
  • Object Detection

Cite this

Kim, C., Lee, J., Lee, K., & Park, J-I. (2018). There is only you: Actively diminishing people in a scene. In International Conference on Electronics, Information and Communication, ICEIC 2018 (pp. 1-4). (International Conference on Electronics, Information and Communication, ICEIC 2018; Vol. 2018-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.23919/ELINFOCOM.2018.8330604
Kim, Chanran ; Lee, Jaehoon ; Lee, Kanghoon ; Park, Jong-Il. / There is only you : Actively diminishing people in a scene. International Conference on Electronics, Information and Communication, ICEIC 2018. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 1-4 (International Conference on Electronics, Information and Communication, ICEIC 2018).
@inproceedings{283693bb8aa14257a15819ffe2abfb04,
title = "There is only you: Actively diminishing people in a scene",
abstract = "There are various objects in a scene, and some of them are unwanted. In particular, background photographs and portraits contain photographs of unwanted people. It is also problematic to include unwanted objects in terms of portrait rights, trademark exposure, and copyright protection. It is important to diminish these unwanted objects more naturally than to simply erase or mosaic them. We propose a method to actively detect a person and naturally fill that region. The proposed methods perform diminishing people by combining an object detection method based on deep learning and an exemplar-based image inpainting method. To measure the performance accurately, the object to be removed is synthesized with the image. In addition, we constructed the proposed method partially or in whole by deep learning and compared the results.",
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Kim, C, Lee, J, Lee, K & Park, J-I 2018, There is only you: Actively diminishing people in a scene. in International Conference on Electronics, Information and Communication, ICEIC 2018. International Conference on Electronics, Information and Communication, ICEIC 2018, vol. 2018-January, Institute of Electrical and Electronics Engineers Inc., pp. 1-4, 17th International Conference on Electronics, Information and Communication, ICEIC 2018, Honolulu, United States, 18/01/24. https://doi.org/10.23919/ELINFOCOM.2018.8330604

There is only you : Actively diminishing people in a scene. / Kim, Chanran; Lee, Jaehoon; Lee, Kanghoon; Park, Jong-Il.

International Conference on Electronics, Information and Communication, ICEIC 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 1-4 (International Conference on Electronics, Information and Communication, ICEIC 2018; Vol. 2018-January).

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

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Kim C, Lee J, Lee K, Park J-I. There is only you: Actively diminishing people in a scene. In International Conference on Electronics, Information and Communication, ICEIC 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 1-4. (International Conference on Electronics, Information and Communication, ICEIC 2018). https://doi.org/10.23919/ELINFOCOM.2018.8330604