• Title/Summary/Keyword: DCT-IF

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Weighted DCT-IF for Image up Scaling

  • Lee, Jae-Yung;Yoon, Sung-Jun;Kim, Jae-Gon;Han, Jong-Ki
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.13 no.2
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    • pp.790-809
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    • 2019
  • The design of an efficient scaler to enhance the edge data is one of the most important issues in video signal applications, because the perceptual quality of the processed image is sensitively affected by the degradation of edge data. Various conventional scaling schemes have been proposed to enhance the edge data. In this paper, we propose an efficient scaling algorithm for this purpose. The proposed method is based on the discrete cosine transform-based interpolation filter (DCT-IF) because it outperforms other scaling algorithms in various configurations. The proposed DCT-IF incorporates weighting parameters that are optimized for training data. Simulation results show that the quality of the resized image produced by the proposed DCT-IF is much higher than that of those produced by the conventional schemes, although the proposed DCT-IF is more complex than other conventional scaling algorithms.

Development of Integer DCT for VLSI Implementation (VLSI 구현을 위한 정수화 DCT 개발)

  • 곽훈성;이종하
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.18 no.12
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    • pp.1928-1934
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    • 1993
  • This paper presents a fast algorithm of integer discrete cosine transform(IDCT) allowing VLSI implementation by integer arithmetic. The proposed fast algorithm has been developed using Chen`s matrix decomposition in DCT, and requires less number of arithmetic operations compared to the IDCT. In the presented algorithm, the number of addition number is the same as the one of Chen`s algorithm if DCT, and the number of multiplication if the same as that in DCT at N=8 but drastically decreasing when N is above 8. In addition, the drawbacks of DCT such as performance degradation at the finite length arithmetic could be overcome by the IDCT.

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Adaptive Intra Prediction Method using Modified Cubic-function and DCT-IF (변형된 3차 함수와 DCT-IF를 이용한 적응적 화면내 예측 방법)

  • Lee, Han-Sik;Lee, Ju-Ock;Moon, Joo-Hee
    • Journal of Broadcast Engineering
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    • v.17 no.5
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    • pp.756-764
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    • 2012
  • In current HEVC, prediction pixels are finally calculated by linear-function interpolation on two reference pixels. It is hard to expect good performance on the case of occurring large difference between two reference pixels. This paper decides more accurate prediction pixel values than current HEVC using linear function. While existing prediction process only uses two reference pixels, proposed method uses DCT-IF. DCT-IF analyses frequency characteristics of more than two reference pixels in frequency domain. And proposed method calculates prediction value adaptively by using linear-function, DCT-IF and cubic-function to decide more accurate interpolation value than to only use linear function. Cubic-function has a steep slope than linear-function. So, using cubic-function is utilized on edge in prediction unit. The complexity of encoder and decoder in HM6.0 has increased 3% and 1%, respectively. BD-rate has decreased 0.4% in luma signal Y, 0.3% in chroma signal U and 0.3% in chroma signal V in average. Through this experiment, proposed adaptive intra prediction method using DCT-IF and cubic-function shows increased performance than HM6.0.

Optimized Implementation of Interpolation Filters for HEVC Encoder

  • Taejin, Hwang;Ahn, Yongjo;Ryu, Jiwoo;Sim, Donggyu
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.10
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    • pp.199-203
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    • 2013
  • In this paper, a fast algorithm of discrete cosine transform-based interpolation filter (DCT-IF) for HEVC (high efficiency video coding) encoder is proposed. DCT-IF filter accounts for around 30% of encoder complexity, according to the computational complexity analysis with the HEVC reference software. In this work, the proposed DCT-IF is optimized by applying frame-level interpolation, SIMD optimization, and task-level parallelization via OpenMP on a developed C-based HEVC encoder. Performance analysis is conducted by measuring speed-up factor of the proposed optimization technique on the developed encoder. The results show that speed-up factors by frame-level interpolation, SIMD, and OpenMP are approximately 38-46, 3.6-4.4, and 3.0-3.7, respectively. In the end, we achieved the speed-up factor of 498.4 with the proposed fast algorithm.

Blind Watermarking Using DCT and Variance (DCT 및 분산을 이용한 블라인드 워터마킹)

  • Shin, Yong-Dal
    • Journal of Korea Multimedia Society
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    • v.9 no.10
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    • pp.1276-1281
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    • 2006
  • In this paper, We proposed a robust blind digital watermarking algorithm using variance and DCT domain. The proposed method embedded watermark signals into DC components of $8{\times}8$ block DCT using valiance, texture regions and smooth regions. In the digital watermarking algorithms using DCT domain, more robustness can be achieved if watermarks are embedded in DC components since DC components have much larger perceptual capacity than AC components. Experiment showed that robustness of the proposed method better than that of the conventional methods in JPEG quality and scaling attack.

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Adaptive Intra Prediction using DCT-IF for HEVC (DCT-IF를 이용한 적응적 인트라 예측 방법)

  • Hong, Sung-Wook;Lee, Yung-Lyul
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2013.06a
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    • pp.407-408
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    • 2013
  • 동영상 압축 표준인 HEVC(High Efficiency Video Coding)는 ITU-T(VCEG)와 ISO-IEC(MPEG)에서 JCT-VC라는 팀을 이루어 공동으로 표준화를 완성단계에 이르고 있다. 이 표준에서는 동영상 압축의 대표적 기술인 인트라 예측 방법을 사용하며, 기존 H.264/AVC 보다 더욱 다양한 방향의 예측을 통한 부호화 및 복호화의 효율을 가져온다. 제안하는 방법은 다양한 방향의 화소 예측에 사용되는 필터링 방법을 개선하여, 영상에 특성에 맞추어 DCT-IF 필터와 선형 필터를 적응적으로 영상의 특징에 맞추는 화소 예측 방법을 통해 기존 방법보다 약 2% 이상의 성능 향상을 가져오는 방법이다.

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Design of Sigma Filter in DCT Domain and its application (DCT영역에서의 시그마 필터설계와 응용)

  • Kim, Myoung-Ho;Eom, Min-Young;Choe, Yoon-Sik
    • Proceedings of the KIEE Conference
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    • 2004.11c
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    • pp.178-180
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    • 2004
  • In this work, we propose new method of sigma filtering for efficient filtering and preserving edge regions in DCT Domain. In block-based image compression technique, the image is first divided into non-overlapping $8{\times}8$ blocks. Then, the two-dimensional DCT is computed for each $8{\times}8$ block. Once the DCT coefficients are obtained, they are quantized using a specific quantization table. Quantization of the DCT coefficients is a lossy process, and in this step, noise is added. In this work, we combine IDCT matrix and filter matrix to a new matrix to simplify filtering process to remove noise after IDCT in spatial domain, for each $8{\times}8$ DCT coefficient block, we determine whether this block is edge or homogeneous region. If this block is edge region, we divide this $8{\times}8$ block into four $4{\times}4$ sub-blocks, and do filtering process for sub-blocks which is homogeneous region. By this process, we can remove blocking artifacts efficiently preserving edge regions at the same time.

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Digital Watermarking using DCT and Color Coordinate of Human Vision (DCT 변환과 인간시각 칼라좌표계를 이용한 디지털 워터마킹)

  • 박성훈;김정엽;현기호
    • Proceedings of the IEEK Conference
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    • 2002.06d
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    • pp.243-246
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    • 2002
  • The proliferation of digitized media(audio, image and video) is creating a processing need for copyright enforcement schemes that protect copyright ownership. we argue that a watermark must be placed in perceptually significant components of a signal if it is to be robust to signal distortions and malicious attack. In this paper, RGB coordinate image is transformed into LUV coordinate, it include the characteristics of, Human vision and then the UV component is transformed into NxN block DCT transform. we propose a technique for embedding the watermark of visually recognizable mark into the middle frequency domain of image.

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Dynamic Control of DCT Coefficients for Image Quality Improvement (화질 개선을 위한 DCT 계수의 동적 제어)

  • Im, Yong-Soon;Lee, Keun-Young
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.36S no.7
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    • pp.116-123
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    • 1999
  • of a block if the method uses the quantization parameter depending on the bitrate control, and consequently it influence the image quality of video. In this paper, we propose a new method using the following three steps : calculating an averaging (Average of Sum, AS) value in each pixel's block of images, earning an average value of differences between each pixels and As (Differential Averaging Block Pixels, DABP), and finally achieving an improved coefficient values by the DABP and DCT coefficients. Simulation results show that the quality of moving picture could be improved by the proposed method.

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Multiple Description Coding Using Directional Discrete Cosine Transform

  • Lama, Ramesh Kumar;Kwon, Goo-Rak
    • Journal of information and communication convergence engineering
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    • v.11 no.4
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    • pp.293-297
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    • 2013
  • Delivery of high quality video over a wide area network with large number of users poses great challenges for the video communication system. To ensure video quality, multiple descriptions have recently attracted various attention as a way of encoding and visual information delivery over wireless network. We propose a new efficient multiple description coding (MDC) technique. Quincunx lattice sub-sampling is used for generating multiple descriptions of an image. In this paper, we propose the application of a directional discrete cosine transform (DCT) to a sub-sampled quincunx lattice to create an MDC representation. On the decoder side, the image is decoded from the received side information. If all the descriptions arrive successfully, the image is reconstructed by combining the descriptions. However, if only one side description is received, decoding is executed using an interpolation process. The experimental results show that such the directional DCT can achieve a better coding gain as well as energy packing efficiency than the conventional DCT with re-alignment.