• 제목/요약/키워드: image quality

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Single Image-based Enhancement Techniques for Underwater Optical Imaging

  • Kim, Do Gyun;Kim, Soo Mee
    • 한국해양공학회지
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    • 제34권6호
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    • pp.442-453
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    • 2020
  • Underwater color images suffer from low visibility and color cast effects caused by light attenuation by water and floating particles. This study applied single image enhancement techniques to enhance the quality of underwater images and compared their performance with real underwater images taken in Korean waters. Dark channel prior (DCP), gradient transform, image fusion, and generative adversarial networks (GAN), such as cycleGAN and underwater GAN (UGAN), were considered for single image enhancement. Their performance was evaluated in terms of underwater image quality measure, underwater color image quality evaluation, gray-world assumption, and blur metric. The DCP saturated the underwater images to a specific greenish or bluish color tone and reduced the brightness of the background signal. The gradient transform method with two transmission maps were sensitive to the light source and highlighted the region exposed to light. Although image fusion enabled reasonable color correction, the object details were lost due to the last fusion step. CycleGAN corrected overall color tone relatively well but generated artifacts in the background. UGAN showed good visual quality and obtained the highest scores against all figures of merit (FOMs) by compensating for the colors and visibility compared to the other single enhancement methods.

고해상도 DMCII 항공영상을 이용한 고품질 정사영상 제작 (High Quality Ortho-image Production Using the High Resolution DMCII Aerial Image)

  • 김종남;엄대용
    • 한국측량학회지
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    • 제33권1호
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    • pp.11-21
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    • 2015
  • 정사영상은 DSM(Digital Surface Model; 수치표면모델)을 이용하여 항공영상의 왜곡과 기복변위 등으로 발생하게 되는 기하학적 변위를 제거함으로써 제작된다. 따라서 원영상의 해상도와 DSM의 정확도는 정사영상의 정확도에 큰 영향을 미치게 된다. 최근 제공되고 있는 DMCII250 항공영상은 GSD 5cm급 고해상도의 영상을 제공함으로써 고밀도 점군자료의 생성과 함께 정사영상의 품질 향상을 기대할 수 있을 것으로 예상된다. 이에 본 연구에서는 DMCII250 항공영상으로부터 고밀도의 점군자료를 추출하여 DSM을 제작하고 이를 이용하여 정사영상을 생성함으로써 고밀도 DSM 제공에 따른 고품질 정사영상의 제작 가능성과 그 정확도를 검토하고자 하였다. 연구결과 기존 수치지형도 또는 DSM정보를 이용하여 제작한 정사영상에 비하여 높은 정도의 위치정확도와 고품질의 정사영상의 확보가 가능함을 확인할 수 있었다.

사용자 선호에 기반한 효율적 최대 휘소 가시화 알고리즘의 선택 방법 (Algorithm Selection Method for Efficient Maximum Intensity Projection Based on User Preference)

  • 한철희;계희원
    • 한국멀티미디어학회논문지
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    • 제21권2호
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    • pp.87-97
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    • 2018
  • Maximum intensity projection (MIP) is a common visualization technique in medical imaging system. A typical method to improve the performance of MIP is empty space leaping, which skips unnecessary area. This research proposes a new method to improve the existing empty space leaping. In order to skip more regions, we introduce a variety of acceleration strategies that use some tolerance given by the user to take part in image quality loss. Each proposed method shows various image quality and speed, and this study compares them to select the best one. Experimental results show that it is most efficient to add a constant tolerance function when the image quality required by the user is low. Conversely, when the user required image quality is high, a function with a low tolerance of volume center is most effective. Applying the proposed method to general MIP visualization can generate a relatively high quality image in a short time.

탠덤 방식 컬러 레이저 프린터의 이미지 향상 방법 (Improving Image Quality Method in Tandem-type Color Laser Printers)

  • 심동국;김성대;우상범;정기철;김헌주
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2014년도 추계학술대회 논문집
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    • pp.138-140
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    • 2014
  • The image quality of the color laser printer is highly related with the motion quality of actuators. However, the high precision system requires high production costs in general. The proposed design method in this paper improves image quality without increasing production costs. Using the synchronization method, time gap between exposure and transfer in organic photo conductive (OPC) drum and the period of driving gear revolution are synchronized. The proposed method is verified by computer simulations and experiment, and showed by printed images.

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정지 영상 화질 평가와 Contourlet 변환을 이용한 압축 방법에 관한 연구 (The study of image quality evaluation and compression method using contourlet transform)

  • 장준호;김영섭
    • 반도체디스플레이기술학회지
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    • 제9권4호
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    • pp.57-61
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    • 2010
  • The wavelet transform was adopted as the transform for JPEG2000. However, wavelet has weakness about smoothness along the contours and limited directional information. So we use to other transform, called contourlet transform in compression. Objective quality assessment methods currently used Peak signal to noise Ratio(PSNR). But that is not very well matched to perceived visual quality. So new image quality assessment is required. In this paper, we propose a new method for image compression based on the contourlet transform, which has been recently introduced. In addition we evaluated compression image quality using PSNR and SSIM. Finally contourlet transform has a good result about images with smooth contours and SSIM is good method for image evaluation compared to PSNR.

C-Scan 초음파 영상 컬러화 및 용접 품질 자동 평가 시스템 (Colorization of C-Scan Ultrasonic Image and Automatic Evaluation Algorithm of Welding Quality)

  • 김태규;권성근
    • 한국멀티미디어학회논문지
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    • 제21권11호
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    • pp.1271-1278
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    • 2018
  • The NDT using ultrasonic is largely divided into A-Scan and C-Scan methods. Since A-Scan method is subject to subjective judgement by trained personnel, C-Scan method has been introduced, which presents the weld area in two dimensions by placing the transducers two dimensionally used in the A-Scan method. Therefore, it is necessary to develop equipment that can provide weld quality without the help of a welding expert and the presentation of effective C-Scan images. Thus, in this paper, the algorithms that express a low resolution 2-dimensional gray image formed by C-Scan method as a high-resolution color C-Scan image and automatically determine the weld quality from the generated C-Scan color image. The high resolution color C-Scan images proposed in this paper allow the exact shape of the weld point to be expressed, and an objective algorithm to use this image to automatically determine weld quality.

360 도 파노라마 영상 생성 기법의 품질 측정 기법 비교 (Quality Benchmark of 360 Panoramic Image Generation)

  • 김수지;박인규
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송∙미디어공학회 2021년도 하계학술대회
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    • pp.212-215
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    • 2021
  • 본 논문에서는 6 Fisheye lens 원본 영상에 대하여 Insta360 stitcher, AutoStitch[4], As-Projective-AsPossible(APAP)[5] 스티칭 방법으로 360 도 파노라마 영상을 생성하고 기하학적 왜곡과 컬러 왜곡을 비교 평가한다. 360 도 파노라마 Image Quality Assessment(IQA) 메트릭으로 Natural Image Quality Evaluator(NIQE)[6], Blind/Referenceless Image Spatial Quality Evaluator (BRISQUE)[7], Perception based Image Quality Evaluator(PIQE)[8], Feature Similarity(FSIM)[9] 그리고 high frequency feature 에 대한 Structural Similarity(SSIM)[10]을 측정하여 정량적 평가를 하며 정성적인 비교를 통하여 파노라마 영상의 품질과 평가 메트릭에 대한 벤치마크를 제공한다.

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Analysis of X-ray image qualities-accuracy of shape and clearness of image-using X-ray digital tomosynthesis

  • Roh, Young Jun;Kang, Sung Taek;Kim, Hyung Cheol;Kim, Sung-Kwon
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.572-576
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    • 1997
  • X-ray laminography and DT(digital tomosynthesis) that can form a cross-sectional image of 3-D objects promise to be good solutions for inspecting interior defects of industrial products. The major factors of the digital tomosynthesis that influence on the quality of x-ray cross-sectional images are also discussed. The quality of images acquired from the DT system varies according to image synthesizing methods, the number of images used in image synthesizing, and X-ray projection angles. In this paper, a new image synthesizing method named 'log-root method' is proposed to get clear and accurate cross-sectional images, which can reduce both artifact and blurring generated by materials out of focal plane. To evaluate the quality of cross-sectional images, two evaluating criteria: (1) shape accuracy and (2) clearness in the cross-sectional image are defined. Based on this criteria, a series of simulations were performed, and the results show the superiority of the new synthesizing method over the existing ones such as averaging and minimum method.

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차세대 팩스 영상처리를 위한 1-Chip Application-Specific DSP 기법 (Development of a 1-Chip Application-Specific DSP for the Next Generation FAX Image Processing)

  • 김재호;강구수;김서규;이진우;이방원;김윤수;조석팔;하성한
    • 전자공학회논문지B
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    • 제31B권4호
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    • pp.30-39
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    • 1994
  • A 1-chip high quality binarizing VLSI image processor (which has 8 bit ADC. 6 bit flash ADC, 15K standard cell, and 1K word ROM) based on 10 MIPS 16 bit DSP is implemented for FAX. This image processor(IP) performs image pre-processing. image quality improvement in copying and sending mode, and mixed image processing based on the fuzzy theory. And smoothing in sub-scan direction is applied for normal receiving mode data so the received data is enhanced like fine mode data. Each algorithm is processed with the same type of image processing window and 2-D image processing is implemented with a 1-D line buffer. The fabricated chip is applied to a FAX machine and image quality improvement is verified.

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항공사의 유·무형, 인적서비스 품질요인이 재이용의도에 미치는 영향 : 항공사 브랜드 및 브랜드태도의 매개효과를 중심으로 (The Influence of Service Quality Factors on Reuse Intention)

  • 박혜윤;박소연
    • 유통과학연구
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    • 제15권4호
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    • pp.59-67
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    • 2017
  • Purpose - This study's aims are to examine the effects of airline service quality on brand image, brand attitude and reuse intention and the mediating roles of brand image and brand attitude in the relationship between airline service quality and reuse intention. Research design, data and methodology - A total of 500 questionnaire copies were distributed and 474 were used for the empirical study after excluding some empirical inappropriate or unusable ones. To analyze the collected data, the SPSS/WIN 22.0 statistical package was used. Results - The result of analysis showed that all the intangible, tangible and human elements of the airline service quality positively influenced on brand image and brand attitude and did not directly influence on reuse intention. However, brand image and brand attitude played mediating roles in the relationship between all the service quality elements and reuse intention. Conclusions - This means that airlines need to develop service quality, which is differentiated and provides special feelings for customers and work out improvement strategies for positive brand images and attitudes, since customers choose and reuse airlines, based on brand images and attitudes, which are perceived and formed through the experience of airline service quality and word of mouth.