Information hiding in image enhancement

Simying Ong, Kok Sheik Wong

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Abstract

This paper proposes an information hiding method to embed data while executing image enhancement steps. The 2D Median Filter is adapted and re-engineered to demonstrate the feasibility of this concept. In particular, the filtering-embedding steps are performed for each pixel in a sliding window manner. Pixels enclosed within the predefined window (neighborhood) are gathered, linearized and sorted. Then, the linearized pixels are divided into partitions, in which each partition is assigned to represent a certain sequence of bits. The performance of the proposed method is evaluated by using the BSD300 dataset for various settings. The embedding capacity, image quality, data extraction error rate are reported and analyzed. Besides, the robustness of the proposed method against brute force attack is also discussed. In the best case scenario, when the window size is 7 \times 7, \sim 0.97 bpp is achieved with acceptable image quality while having \sim 3.5% data extraction error rate.

Original languageEnglish
Title of host publication2020 IEEE International Conference on Image Processing, Proceedings
EditorsAdnan El Nasan, Naoufel Werghi
Place of PublicationPiscataway NJ USA
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages1261-1265
Number of pages5
ISBN (Electronic)9781728163956, 9781728163949
ISBN (Print)9781728163963
DOIs
Publication statusPublished - 2020
EventIEEE International Conference on Image Processing 2020 - Virtual, Abu Dhabi, United Arab Emirates
Duration: 25 Sep 202028 Sep 2020
Conference number: 27th
https://ieeexplore-ieee-org.ezproxy.lib.monash.edu.au/xpl/conhome/9184803/proceeding (Proceedings)
https://2020.ieeeicip.org (Website)

Publication series

NameProceedings - International Conference on Image Processing, ICIP
PublisherThe Institute of Electrical and Electronics Engineers, Inc.
Volume2020-October
ISSN (Print)1522-4880
ISSN (Electronic)2381-8549

Conference

ConferenceIEEE International Conference on Image Processing 2020
Abbreviated titleICIP 2020
Country/TerritoryUnited Arab Emirates
CityAbu Dhabi
Period25/09/2028/09/20
Internet address

Keywords

  • data embedding
  • data extraction error rate
  • hiding capacity
  • image quality
  • Median filter

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