• Title/Summary/Keyword: Blocking artifact

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Coding Artifact Reduction for Block-based Image Compression (블록 기반 영상 압축을 위한 부호화 결함 감소)

  • Wee, Young-Cheul
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.48 no.1
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    • pp.60-64
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    • 2011
  • In this paper, we propose a new post-processing technique that removes blocking and ringing artifacts in Block discrete cosine transformation (BDCT)-coded images using bilateral filtering. The selection of filter parameters is a key issue in the application of a bilateral filter because it significantly affects the result. An efficient method of selecting the bilateral filter parameters is presented. The experimental results show that the proposed approach alleviates the artifacts efficiently in terms of PSNR, MSDS, and SSIM.

A Study of Regularized Iterative Postprocessing of Wavelet-compressed Images (웨이블릿 압축된 영상의 정칙화 기반 후처리에 관한 연구)

  • Jung, Jung-Hoon;Jung, Shi-Chang;Paik, JoonKi
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.36S no.11
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    • pp.44-53
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    • 1999
  • This paper proposes an algorithm that postprocesses wavelet-compressed images by using regularized iterative image restoration. First, an appropriate modeling the image degradation system for wavelet-compression system is needed. Then, the method which uses one of nonlinear functions as constraint in regularized iterative restoration is proposed in order to remove coding artifacts efficiently, such as ringing artifact and blocking artifact, resulted from loss of high frequency coefficients. Lastly, experimental results show superiority of proposed algorithm as compared with existing algorithm.

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Blocking Artifact Reduction in Block-Coded Image Using Interpolation and SAF Based on Edge Map

  • Park, Kyung-Nam;Lee, Gun-Woo;Kwon, Kee-Koo;Kim, Bong-Seok;Lee, Kuhn-Il
    • Proceedings of the IEEK Conference
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    • 2002.07b
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    • pp.1007-1010
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    • 2002
  • In this paper, we present a new blocking artifact reduction algorithm using interpolation and signal adaptive filter (SAF) based on the edge map. Generally, block-based coding, such as JPEG and MPEG, is the most popular image compression method. However, for high compression it produces noticeable blocking and ringing artifacts in the decoded image. In proposed method, all the block is classified into low and high frequency blocks in block classification procedure. And edge map is obtained by using Sobel operator on decoded image. And according to the block property we applied blocking artifacts reduction algorithm. Namely, four neighbor low frequency block is participated in interpolation based on edge map. And ringing artifacts is removed by applying a signal adaptive filter around the edge using edge map in high frequency block. The computer simulation results confirmed a better performance by the proposed method in both the subjective and objective image qualities.

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An Effective Postprocessing Algorithm for Block Encoded Images Using Adaptive Filtering and Interpolation (적응적 필터링과 보간법을 이용한 블록기반 압축영상의 효율적인 후처리 알고리듬)

  • Park, Kyung-Nam
    • Journal of Korea Society of Industrial Information Systems
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    • v.12 no.1
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    • pp.39-45
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    • 2007
  • In this paper, we present a new postprocessing algorithm using interpolation and signal adaptive filter according to the each block characteristic which is acquired in block classification process. We applied blocking artifact reduction algorithm for four neighbor low frequency block and ringing artifacts is removed with preserving edges by applying a signal adaptive filter in high frequency block based on edge map. The computer simulation results confirmed a better performance by the proposed method in both the subjective and objective image qualities.

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An Image Enhancement Algorithm for Panoramic Infrared Images (파노라믹 적외선 영상에서의 영상 향상 기법)

  • 김영춘;이종원;김병주;권기구;김기홍;신용달;안상호
    • Journal of Korea Multimedia Society
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    • v.6 no.6
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    • pp.977-984
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    • 2003
  • In this paper, we propose an image enhancement algorithm for panoramic infrared image. This method divides a panoramic infrared image into disjoint subimages and performs the contrast stretch for subimages using statistical characteristics of each subimage. But these cause blocking artifact in boundary regions of neighboring subimages which different to the statistical characteristic. To remove blocking artifact, we perform the contrast stretch for subimage's boundary regions using statistical characteristics of horizontally neighboring subimages. Experimental results show that the proposed method effectively improves their appearance to human viewers.

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Block-based Disparity Estimation Algorithm Using Edge information (영상의 경계 정보를 이용한 블록기반 시차 예측기법)

  • 이병진;유지상
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.2C
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    • pp.121-128
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    • 2003
  • In this paper, we propose a new disparity estimation method called object based block matching algorithm(OBMA) for stereoscopic images which is able to reduce the blocking artifact. In the proposed algorithm, edge information of the given image is first extracted and then we estimate the disparity of each segmented object to remove the blocking artifact. In the experimental results, it is proven that the proposed algorithm has about the same performance as the old BMA algorithm while it achieves much better subjective quality.

Post-processing Technique based on POCS for visual Enhancement (POCS를 이용한 효과적인 블록 현상 제거 기법)

  • Kim, Yoon;Jung, Jae-Han;Kim, Jae-Won;Ko, Sung-Jea
    • Proceedings of the IEEK Conference
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    • 2001.09a
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    • pp.755-758
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    • 2001
  • In this paper. Ive propose a postprocessing technique based on the theory of projection on convex sets(POCS) to reduce the blocking artifacts in HDTV decoded images. In BDCT of HDTV. the image is divided into a grid of non-overlapped 8 ${\times}$ 8 blocks. and then each block is coded separately. A block which is located one pixel apart from the grid of BDCT will include the boundary of the original 8 ${\times}$ 8 block. If the blocking artifact is Introduced alone the block boundary. this block will have different frequency characteristic from that of the original block. Thus, a comparison of frequency characteristics of these two overlapping blocks can detect the undesired high-frequency components mainly caused by the blocking artifact. By eliminating these undesired high-frequency components adaptively, robust smoothing projection operator can be obtained. Simulation results with real image sequences indicate that the proposed method performs better than conventional algorithms.

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A New Objective Video Quality Metric for Stereoscopic Video

  • Zheng, Yan;Seo, Jungdong;Sohn, Kwanghoon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2012.04a
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    • pp.355-358
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    • 2012
  • Although quality metrics for 2D video quality assessment have been proposed, the quality models on stereoscopic video have not been widely studied. In this paper, a new objective video quality metric for s tereoscopic video is proposed. The proposed algorithm consider three factors to evaluate stereoscopic video quality: blocking artifact, blurring artifact, and the difference between left and right view of stereoscopic vide o. The results show that the proposed algorithm has a higher correlation with DMOS than the others.

An Effective Postprocessing Algorithm in Multimedia System (멀티미디어 시스템에서의 효율적인 후처리 알고리듬)

  • Park Kyung-Nam;Kim Seung-Jin;You Hyun-bea;Lee Kuhn-ll
    • Journal of Korea Multimedia Society
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    • v.7 no.11
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    • pp.1521-1530
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    • 2004
  • In this paper, we present effective quantization noise reduction algorithm using signal adaptive filter and linear combination between blocks in multimedia system. In the proposed method, all of the blocks are classified into low frequency blocks, high frequency blocks, and midrange blocks according to DCT coefficients. Ringing artifacts are shown in high frequency blocks. So ringing artifact reduction algorithm is performed in high frequency blocks using a signal adaptive filter. And the blocking artifact reduction is performed by replacing the pixel value of blocky blocks using linear combination between blocky block and remote unblocky block. The simulation results shows better performance in respective of the subjective and objective image quality than the conventional method.

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