Frame selection based on modified entropy and object motion for secured data hiding in videos / (Record no. 99351)

MARC details
000 -LEADER
fixed length control field 03897ntm a2200373 i 4500
003 - CONTROL NUMBER IDENTIFIER
control field MY-KuUP
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251125110727.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field t||||fr|||| 000 0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field ta
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 230410t20222022my a|||fr|||| 000 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number THE0009592 (Local)
Qualifying information Hardback
040 ## - CATALOGING SOURCE
Original cataloging agency UMP
Language of cataloging eng
Transcribing agency UMP
Description conventions rda
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) FKOM .F83 2022 r Thesis
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Muhammad Fuad Bin Abdullah,
Relator term author.
245 10 - TITLE STATEMENT
Title Frame selection based on modified entropy and object motion for secured data hiding in videos /
Statement of responsibility, etc. Muhammad Fuad Bin Abdullah
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Kuantan, Pahang :
Name of producer, publisher, distributor, manufacturer UMP,
Date of production, publication, distribution, manufacture, or copyright notice 2022
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice ©2022
300 ## - PHYSICAL DESCRIPTION
Extent xii, 81 pages :
Other physical details illustrations (some color) ;
Dimensions 30 cm. +
Accompanying material 1 CD-ROM
336 ## - CONTENT TYPE
Source rdacontent
Content type term text
336 ## - CONTENT TYPE
Source rdacontent
Content type term text
337 ## - MEDIA TYPE
Source rdamedia
Media type term unmediated
337 ## - MEDIA TYPE
Source rdamedia
Media type term computer
338 ## - CARRIER TYPE
Source rdacarrier
Carrier type term volume
338 ## - CARRIER TYPE
Source rdacarrier
Carrier type term computer disc
347 ## - DIGITAL FILE CHARACTERISTICS
Source rda
File type text file
Encoding format PDF
500 ## - GENERAL NOTE
General note Faculty of Computing
502 ## - DISSERTATION NOTE
Dissertation note Thesis (Master of Science) -- Universiti Malaysia Pahang – 2022
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references
520 3# - SUMMARY, ETC.
Summary, etc. The growth of internet technology makes hiding information techniques become popular communication. Video has been widely used as media for concealing communication existence by hiding messages. Videos are often compressed to reduce storage and transmission payload at the expense of lower quality due to bandwidth-related issues. Videos provide additional hidden-space in the video data. Compression methods have been widely applied in multimedia applications. The hiding information based on least significant bits will be lost due to compression. The existing hiding messages focus on the imperceptibility and payload of hidden messages. In practice, the hidden message does not require a large amount of bits. Thus, it is vital to develop a hiding information technique that requires a limited payload of hidden messages but it can be resistant against compression. This research proposed a frame selection technique based on object motion and modified entropy in video steganography. The object motions in the video frame were determined by horizontal and vertical motion vectors. The video frames that had object motion were computed by modified entropy. The lowest modified entropy frames were selected for concealing a secret message. The proposed scheme embedded data along with the object motion by modifying Discrete Cosine Transform (DCT) coefficients in the video frames. Six DCT coefficients were selected in the middle frequency using DCT-psychovisual effects of hiding messages. A message was embedded by modifying middle DCT coefficients using the proposed algorithm. The middle frequencies had a large hiding capacity and it relatively did not any give significant effect to the video reconstruction. The proposed frame selections provided additional security where the hidden data were difficult to be detected. The proposed video steganography achieved less perceptual distortion to the human eyes. The experimental results showed that the scheme achieved good robustness of message recovery in terms of Bit Error Rate (BER) and Normalised Cross-Correlation (NC). The experimental results showed that the proposed scheme improved SSIM value of about 1.21% than other existing schemes. The average PSNR and SSIM values for fourteen videos are about 49.67 dB and 0.989, respectively. The recovered message of the proposed steganography scheme can be resistant under video compression. The proposed scheme also achieved good robustness of message recovery under H.264 compression in terms of NC and BER. The average NC and BER values of message recovery under H.264 compression are about 0.95 and 0.2 respectively.
610 20 - SUBJECT ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element Faculty of Computing
General subdivision Dissertations
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Universities and colleges
General subdivision Dissertations
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Theses
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Library of Congress Classification
Koha item type Thesis
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Total checkouts Full call number Barcode Date last seen Price effective from Koha item type
  Not lost Library of Congress Classification   Not for loan UMPLIB PEKAN UMPLIB PEKAN 10/04/2023   FKOM .F83 2022 r Thesis T000002203 10/04/2023 10/04/2023 Thesis
  Not lost Library of Congress Classification     UMPLIB PEKAN UMPLIB PEKAN 10/04/2023   CD13268 T000002204 10/04/2023 10/04/2023 Thesis

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