• 제목/요약/키워드: Image post-processing

검색결과 336건 처리시간 0.029초

Velocity Field Masking Technique for Coastal Engineering Experiments

  • Adibhusana, Made Narayana;Ryu, Yong-Uk
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2021년도 학술발표회
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    • pp.154-154
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    • 2021
  • Since the development of Bubble Image Velocimetry (BIV) technique as the complementary technique of Particle Image Velocimetry (PIV), the application of digital imaging technique in the field of hydraulic and coastal engineering increased rapidly. BIV works very well in multi-phase flow (air-water) flows where the PIV technique doesn't. However, the velocity field obtained from BIV technique often resulted in a velocity vector on the outside of the flow (false velocity) since the Field of View (FOV) usually not only cover the air-water flow but also the area outside the flow. In this study, a simple technique of post processing velocity field was developed. This technique works based on the average of the pixel value in the interrogation area. An image of multi-phase flow of wave overtopping was obtained through physical experiment using BIV technique. The velocity calculation was performed based on the similar method in PIV. A velocity masking technique developed in this study then applied to remove the false velocity vector. Result from non-masking, manually removed and auto removed false velocity vector were presented. The masking technique show a similar result as manually removed velocity vector. This method could apply in a large number of velocity field which is could increase the velocity map post-processing time.

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Guidelines for Cardiovascular Magnetic Resonance Imaging from the Korean Society of Cardiovascular Imaging (KOSCI) - Part 3: Perfusion, Delayed Enhancement, and T1- and T2 Mapping

  • Im, Dong Jin;Hong, Su Jin;Park, Eun-Ah;Kim, Eun Young;Jo, Yeseul;Kim, Jeong Jae;Park, Chul Hwan;Yong, Hwan Seok;Lee, Jae Wook;Hur, Jee Hye;Yang, Dong Hyun;Lee, Bae-Young
    • Investigative Magnetic Resonance Imaging
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    • 제24권1호
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    • pp.1-20
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    • 2020
  • This document is the third part of the guidelines for the interpretation and post-processing of cardiac magnetic resonance (CMR) studies. These consensus recommendations have been developed by a Consensus Committee of the Korean Society of Cardiovascular Imaging (KOSCI) to standardize the requirements for image interpretation and post-processing of CMR. This third part of the recommendations describes tissue characterization modules, including perfusion, late gadolinium enhancement, and T1- and T2 mapping. Additionally, this document provides guidance for visual and quantitative assessment, consisting of "What-to-See," "How-To," and common pitfalls for the analysis of each module. The Consensus Committee hopes that this document will contribute to the standardization of image interpretation and post-processing of CMR studies.

Hand-crafted 특징 및 머신 러닝 기반의 은하 이미지 분류 기법 개발 (Development of Galaxy Image Classification Based on Hand-crafted Features and Machine Learning)

  • 오윤주;정희철
    • 대한임베디드공학회논문지
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    • 제16권1호
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    • pp.17-27
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    • 2021
  • In this paper, we develop a galaxy image classification method based on hand-crafted features and machine learning techniques. Additionally, we provide an empirical analysis to reveal which combination of the techniques is effective for galaxy image classification. To achieve this, we developed a framework which consists of four modules such as preprocessing, feature extraction, feature post-processing, and classification. Finally, we found that the best technique for galaxy image classification is a method to use a median filter, ORB vector features and a voting classifier based on RBF SVM, random forest and logistic regression. The final method is efficient so we believe that it is applicable to embedded environments.

EZW를 이용한 POCS 기반의 후처리 기법 (Post-processing Technique Based on POCS Using EZW)

  • 김효각;권구락;김윤;고성제
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2005년도 추계종합학술대회
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    • pp.427-430
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    • 2005
  • In this paper, we propose a new post-processing method, based on the theory of the projection onto convex sets (POCS) to reduce the blocking artifacts in decoded images. We propose a new smoothness constraint set (SCS) and its projection operator in the wavelet transform (WT) domain to remove unnecessary high-frequency components caused by blocking artifacts. We also propose a new method to find and preserve the original high frequency components of the image edge. Experimental results show that the proposed method can not only achieve a significantly enhanced subjective quality, but also have the PSNR improvement in the output image.

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Correction of Text Character Skeleton for Effective Trajectory Recovery

  • Vu, Hoai Nam;Na, In Seop;Kim, Soo Hyung
    • International Journal of Contents
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    • 제11권3호
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    • pp.7-13
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    • 2015
  • One of the biggest problems of skeletonization is the occurrence of distortions at the junction point of the final binary image. At the junction area, a single point usually becomes a small stroke, and the corresponding trajectory task, as well as the OCR, consequently becomes more complicated. We therefore propose an adaptive post-processing method that uses an adaptive threshold technique to correct the distortions. Our proposed method transforms the distorted segments into a single point so that they are as similar to the original image as possible, and this improves the static handwriting images after the skeletonization process. Further, we attained promising results regarding the usage of the enhanced skeletonized images in other applications, thereby proving the expediency and efficiency of the proposed method.

Automatic Electronic Cleansing in Computed Tomography Colonography Images using Domain Knowledge

  • Manjunath, KN;Siddalingaswamy, PC;Prabhu, GK
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권18호
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    • pp.8351-8358
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    • 2016
  • Electronic cleansing is an image post processing technique in which the tagged colonic content is subtracted from colon using CTC images. There are post processing artefacts, like: 1) soft tissue degradation; 2) incomplete cleansing; 3) misclassification of polyp due to pseudo enhanced voxels; and 4) pseudo soft tissue structures. The objective of the study was to subtract the tagged colonic content without losing the soft tissue structures. This paper proposes a novel adaptive method to solve the first three problems using a multi-step algorithm. It uses a new edge model-based method which involves colon segmentation, priori information of Hounsfield units (HU) of different colonic contents at specific tube voltages, subtracting the tagging materials, restoring the soft tissue structures based on selective HU, removing boundary between air-contrast, and applying a filter to clean minute particles due to improperly tagged endoluminal fluids which appear as noise. The main finding of the study was submerged soft tissue structures were absolutely preserved and the pseudo enhanced intensities were corrected without any artifact. The method was implemented with multithreading for parallel processing in a high performance computer. The technique was applied on a fecal tagged dataset (30 patients) where the tagging agent was not completely removed from colon. The results were then qualitatively validated by radiologists for any image processing artifacts.

화염 불안정성에 따른 개선된 이미지 처리 기법을 활용한 디젤-바이오디젤 혼합 연료 액적의 연소 특성 (The Combustion Characteristics of Diesel-Biodiesel Blended Fuel Droplets Using the Modified Image Processing Method According to Flame Instability)

  • 최주환;임영찬;서현규
    • 한국분무공학회지
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    • 제26권3호
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    • pp.142-148
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    • 2021
  • The objective of this study is to analyze the basic flame behavior characteristics using the single fuel droplet combustion of diesel, palm-based biodiesel, and canola-based biodiesel. The results were compared and analyzed through the post processed image, which was applied the threshold level for removing noise in the raw image. The raw image was taken by a high-speed camera during the entire combustion process. At the same time, the maximum flame length, which was measured by the application code of the MATLAB program, the ignition delay, and the combustion period were compared and analyzed.

수정된 MSDS를 이용한 영상의 후처리 기법 (A Image Post-processing Method using Modified MSDS)

  • 김은석;채병조;오승준
    • 한국통신학회논문지
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    • 제24권8B호
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    • pp.1480-1489
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    • 1999
  • 본 논문에서는 블록 기반 DCT 부호화 방식의 단점인 블록화 현상을 제거하기 위하여 MSDS 방법을 개선한 후 처리 기법을 제안한다. MSDS방법의 문제점인 예측된 DCT 계수값의 범위를 제한하기 위하여 입력 영상의 블록 경계 화소차 분포를 규정할 수 있는 OSLD(Overlapped Sub-Laplacian Distribution)를 정의한다. 블록화 현상은 블록간의 기울기를 이용하여 불연속 정도를 측정함으로써 정량화 되고, 정량화 된 값을 최소화하도록 양자화 오류값을 예측한다. OSLD를 이용하여 각 블록들을 네 가지 형태로 분류하고 이를 에지 부류와 평탄 부류로 구분한다. 에지 부류로 판별된 블록에서는 예측된 양자화 오류의 범위가 해당되는 양자화 간격보다 크면 이 간격으로 예측된 양자화 오류를 보정한다. 본 방법을 사용하여 실험 영상에서 블록화 현상을 제거할 때 기존의 MSDS 방법에서 요구하였던 입력 영상에 따라 실험적으로 문턱값을 설정하였던 문제점을 해결하고, PSNR 값을 영상에 따라 0.1∼0.3 dB 정도 향상시키면서 시각적으로 화질을 향상시킬 수 있다.

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위성영상 부가처리시스템(VAPS) 개선 및 성능평가 (Improvement of Satellite Image Value-Added Processing System and Performance Evaluation)

  • 이광재;김은선;문정예;김윤수
    • 항공우주기술
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    • 제13권1호
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    • pp.174-183
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    • 2014
  • 부가처리시스템(Value-Added Processing System, VAPS)은 아리랑위성 영상자료 후처리를 위하여 개발되었으며 최근 VAPS의 성능 개선을 위하여 소프트웨어 버전과 하드웨어 사양이 변경되었다. 본 연구는 기존 VAPS(ver.1.0)의 성능 개선에 대해서 설명하고 개선된 VAPS(ver.2.0)에 대한 체계적인 성능 평가에 목적이 있다. 이를 위하여, 남한과 북한에서 실험지역(test-bed)을 선정하고 이들 지역에 대한 아리랑위성 2호, 3호 영상자료를 이용하여 자료처리 실험을 수행하였다. 결론적으로 VAPS(ver.2.0)는 정사영상과 모자이크영상 등과 같은 높은 레벨의 제품을 생성할 수 있는 능력이 있으며, 특히 그래픽처리장치(Graphic Processing Unit)를 사용하는 ver.2.0의 경우 자료처리 속도가 ver.1.0에 비해 최대 10배 이상 향상된 것으로 나타났다.