• Title/Summary/Keyword: DCT Coefficients

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Improvement of DCT-based Watermarking Scheme using Quantized Coefficients of Image (영상의 양자화 계수를 이용한 DCT 기반 워터마킹 기법)

  • Im, Yong-Soon;Kang, Eun-Young;Park, Jae-Pyo
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.14 no.2
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    • pp.17-22
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    • 2014
  • Watermarking is one of the methods that insist on a copyright as it append digital signals in digital informations like still mobile image, video, other informations. This paper proposed an improved DCT-based watermarking scheme using quantized coefficients of image. This process makes quantized coefficients through a Discrete Cosine Transform and Quantization. The watermark is embedded into the quantization coefficients in accordance with location(key). The quantized watermarked coefficients are converted to watermarked image through the inverse quantization and inverse DCT. Watermark extract process only use watermarked image and location(key). In watermark extract process, quantized coefficients is obtained from watermarked image through a DCT and quantization process. The quantized coefficients select coefficients using location(key). We perform it using inverse DCT and get the watermark'. Simulation results are satisfied with high quality of image (PSNR) and Normalized Correlation(NC) from the watermarked image and the extracted watermark.

Efficient Conversion of DCT Coefficients to H.264 Transform Coefficients Using Lapped Transforms

  • Lee, Chang-Woo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.32 no.7C
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    • pp.601-607
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    • 2007
  • In order to convert MPEG-2 into H.264 format in ubiquitous communication environments, the efficient conversion of the discrete cosine transform (DCT) coefficients to H.264 transform coefficients is essential. In this paper, two efficient conversion systems are proposed. The proposed systems are composed of two parts. In the first part, the DCT coefficients are denoised using the lapped transform (LT) to reduce the quantization noises and blocking effects. In the second part, the denoised DCT coefficients are converted into the integer transform (IT) coefficients of H.264. Simulation results show that the proposed methods provide visually fine images. Moreover, the computational complexity of the proposed method is reduced compared with the conventional method, since the number of the DCT coefficients, which should be converted, is reduced in the first part.

Research on Image Compression Quality and Limited Inclusion of DCT Coefficient (선택적인 DCT 상수의 사용과 이미지압축 품질에 관한 연구)

  • Moon, Byung-Hyun
    • Journal of Korea Society of Industrial Information Systems
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    • v.20 no.5
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    • pp.53-60
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    • 2015
  • In this paper, the DCT based lossless image compression system which selects a limited number of DCT coefficients is proposed for the Lenna, Camerman, and Baboon image. The number of DCT coefficients to obtain a suitable image quality for the reconstructed image is computed by simulation. The image size of $256{\times}256$ are used in the experiment. The PSNR values for the reconstructed image by selecting limited number of DCT coefficients are found. It is shown that the minimun number of the coefficients for Lenna, Cameramen Baby and Babbo image to obtain PSNR=30 are N=16, 32, 37, 55, respectively. The result can provide the guideline of the importance of the DCT coefficient toward the compression for the tested image of the Lena, Cameraman, and Baboon.

Fast Detection of Copy-Move Forgery Image using DCT

  • Shin, Yong-Dal
    • Journal of Korea Multimedia Society
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    • v.16 no.4
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    • pp.411-417
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    • 2013
  • In this paper, we proposed a fast detection method of copy-move forgery image based on low frequency coefficients of the DCT coefficients. We proposed a new matching criterion of copy-moved forgery image detection (MCD) using discrete cosine transform. For each $8{\times}8$ pixel block, the DCT transform is calculated. Our algorithm uses low frequency four (DC, 3 AC coefficient) and six coefficients (DC, 5 AC coefficients) of DCT per $8{\times}8$ pixel block. Our algorithm worked block matching for DCT coefficients of the $8{\times}8$ pixel block is slid by one pixel along the image from the upper left corner to the lower right corner. Our algorithm can reduce computational complexity more than conventional copy moved forgery detection algorithms.

Stereo Image Insertion using Alteration of DCT Coefficients of Color Channels (칼라채널의 DCT 계수 변경을 이용한 스테레오 영상 삽입)

  • 이호근;천성렬;하영호
    • Proceedings of the IEEK Conference
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    • 2003.11a
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    • pp.175-178
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    • 2003
  • This paper proposes a stereo image insertion technique on DCT coefficients using the embedded method developed in the digital watermarking in due consideration of compatibility with conventional 2D system such JPEG, and MPEG. In conventional transmission method users with conventional digital TV cannot watch the transmitted 3D image sequence as 2D image, because of affectivity of conventional 3D image compression. To give an answer, in this paper, DCT coefficients are changed according to its disparity on YCbCr channels. Our method can insert stereo images into a conventional image compression method based on DCT.

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A New Data Partitioning of DCT Coefficients for Error-resilient Transmission of Video (비디오의 에러내성 전송을 위한 DCT 계수의 새로운 분할 기법)

  • Roh, Kyu-Chan;Kim, Jae-Kyoon
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.39 no.6
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    • pp.585-590
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    • 2002
  • In the typical data partitioning for error-resilient video coding, motion and macroblock header information is separated from the texture information. It can be an effective tool for the transmission of video over the error prone environment. For Intra-coded frames, however, the loss of DCT (discrete cosine transform) coefficients is fatal because there is no ther information to reconstruct the corrupted macroblocks by errors. For Inter-coded frames, when error occurs in DCT coefficients, the picture quality is degraded because all DCT coefficients are discarded in those packets. In this paper, we propose an efficient data partitioning and coding method for DCT-based error-resilient video. The quantized DCT coefficients are partitioned into the even-value approximation and the remainder parts. It is shown that the proposed algorithm provides a better quality of the high priority part than the conventional methods.

A New Classified VQ Algorithm for Still Images in DCT Domain (정지 영상을 위한 DCT 영역에서의 분류화 벡터 양자화 방법)

  • 임창훈;김재균
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.27 no.8
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    • pp.1265-1274
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    • 1990
  • A new classified VQ scheme for DCT coefficients(DCT-CVQ) is proposed for still image coding. DCT coefficient matrices are classified into six classes by ac coefficients that well represent edge characteristics and the distribution of ac energy in the DCT domain. To reduce the complexity of, VQ, ac transform coefficients are partitioned into several vectors, and an adaptive method is provided by making different codebook sizes for different classes. Simulation results show that this DCT-CVQ results in good subjective quality at low bit rates, and SNR is increased by about 1.5-4.0 dB in the range 0.2-0.5 bpp, when compared with other DCT-VQ coding schemes.

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Steganalysis of adaptive JPEG steganography by selecting DCT coefficients according to embedding distortion

  • Song, Xiaofeng;Liu, Fenlin;Yang, Chunfang;Luo, Xiangyang;Li, Zhenyu
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.9 no.12
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    • pp.5209-5228
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    • 2015
  • According to the characteristics of adaptive JPEG steganography which determines the changed DCT coefficients based on embedding distortion, a new steganalysis method by selecting the DCT coefficients with small distortion values is proposed. Firstly, the principle of adaptive JPEG steganography through minimizing distortion is introduced. Secondly, the practicability of selecting the changed DCT coefficients according to distortion values is studied. Thirdly, the proposed steganalysis method is given and the embedding sensitivity of the steganalysis feature extracted from the selected DCT coefficients is analyzed. Lastly, the implement processes of the proposed method are presented and analyzed in details. In the experiments, PQt, PQe and J-UNIWARD steganography are used as examples to verify the effect of the proposed steganalysis method for adaptive JPEG steganography. A serial experimental results show the detection accuracy can be improved obviously, especially when the payload is relatively low.

Image Compression with Edge Directions based on DCT-VQ (DCT-VQ를 기반으로 한 에지의 방향성을 갖는 영상압축)

  • 김진태;김동욱;임한규
    • Journal of Korea Multimedia Society
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    • v.1 no.2
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    • pp.194-203
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    • 1998
  • In this paper, a new DCT-VQ method is proposed which can solve the problems of VQ such as the degradation of edge and enormous calculations. VQ is carried in DCT domain but spatial domain in order to protect the degradation of edge. DCT makes high correlated image data decorrelated and the energy concentrated on a few coefficients. In DCT domain, the DC coefficient is quantized with 8 bits uniform scalar quantizer and the AC coefficients are divided to three regions and coded with vector qiantizer for considering edge components. For the decrease of the calculation and memory, the vectors for three region have small dimension of $1{\times}7$ and use the same codebook. Thus, the proposed method can fully express the edge components by considering AC coefficients in DCT domain and decrease the calculation and memory be reducing the dimension of vectors.

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Digital Watermarking Using Watermark Reordering Based on Discrete Cosine Transform (DCT 기반의 워터마크 재정렬을 이용한 디지털 워터마킹)

  • Bae, Sung-Ho
    • The KIPS Transactions:PartB
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    • v.9B no.5
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    • pp.609-614
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    • 2002
  • Watermarking is embedding a digital signal called as watermark into images to claim the ownership. In this paper, a new digital watermarking algorithm based on DCT (Discrete Cosine Transform) which enhances invisibility and robustness is proposed to improve contentional digital watermarking method using DCT. In the proposed method, it is possible to enhance invisibility and robustness using watermark reordering in which the relative significance of original DCT coefficients can be preserved in watermarked DCT coefficients, and the distortions of original DCT coefficients can be minimized. The experimental results show that the proposed method improves invisibility approximately 9~12[dB] and is more robust to various attacks than the conventional method.