• Title/Summary/Keyword: 컬러 영상 복원

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Regularization-based Superresolution Demosaicing using Aperture Mask Wheels (조리개 마스크 휠을 이용한 정칙화 기반 초해상도 디모자이킹)

  • Shin, Jeongho
    • Journal of Broadcast Engineering
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    • v.23 no.1
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    • pp.146-153
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    • 2018
  • This paper presents a superresolution demosaicing technique that can restore high-resolution color image from differently blurred low resolution images in Bayer domain. The proposed superresolution demosaicing algorithm uses an aperture mask wheel to get differently blurred low resolution images, so we just need to estimate point spread function at each frame. In addition, it does not require image registration because there is no translational motion between low resolution images. By using a rotatable aperture mask wheel, consecutive captured images provide sufficiently exclusive information for superresolution. Therefore, the proposed method can reduce the registration error between the low-resolution image as well as the calculation amount for superresolution restoration. The existing lens system of the camera can be extended to obtain a superresolution image by only adding an rotatable aperture mask wheels. Finally, in order to verify the performance of the proposed system, experimental results are performed. The proposed method showed the significant improvements in the sense of spatial and color resolution.

Multi-Mode Reconstruction of Subsampled Chrominance Information using Inter-Component Correlation in YCbCr Colorspace (YCbCr 컬러공간에서 구성성분간의 상관관계를 이용한 축소된 채도 정보의 다중 모드 재구성)

  • Kim, Young-Ju
    • The Journal of the Korea Contents Association
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    • v.8 no.2
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    • pp.74-82
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    • 2008
  • This paper investigates chrominance reconstruction methods that reconstruct subsampled chrominance information efficiently using the correlation between luminance and chrominance components in the decompression process of compressed images, and analyzes drawbacks involved in the adaptive-weighted 2-dimensional linear interpolation among the methods, which shows higher efficiency in the view of computational complexity than other methods. To improve the drawback that the spatial frequency distribution is not considered for the decompressed image and to support the application on a low-performance system in behalf of 2-dimensional linear interpolation, this paper proposes the multi-mode reconstruction method which uses three reconstruction methods having different computational complexity from each other according to the degree of edge response of luminance component. The performance evaluation on a development platform for embedded systems showed that the proposed reconstruction method supports the similar level of image quality for decompressed images while reducing the overall computation time for chrominance reconstruction in comparison with the 2-dimensional linear interpolation.

Blotch Detection using Color and Shape feature (컬러와 형태 특징을 이용한 블로치 검출)

  • Kim, Byung-Geun;Kim, Kyung-Tai;Kim, Eun-Yi
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.547-551
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    • 2009
  • In recent years, a film restoration has gained increasing attention by many researchers, to emergence of variety multimedia and to importance of video preservation. Blotch is the most frequent degradation in old film. This paper presents a blotch detection method using color and shape feature. The proposed method is two major modules: a SROD detector using impulsive feature and NN-based detector using shape feature. To assess the validity of the proposed method, the experiments have been performed on several old films.

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Single Frame Based Super Resolution Algorithm Using Improved Back Projection Method and Edge Map Interpolation (개선된 Back Projection 기법과 에지맵 보간을 이용한 단일 영상 기반 초해상도 알고리즘)

  • Choi, Yu-Jung;Kim, Yoon
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2015.07a
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    • pp.264-267
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    • 2015
  • 본 논문에서는 개선된 고속의 Back Projection 기법과 에지맵 보간을 이용한 단일영상 기반의 초해상도(super resolution) 영상을 생성하는 알고리즘을 제안한다. 본 논문에서 제안하는 알고리즘은 영상의 색채 왜곡을 방지하기 위해 RGB 컬러 도메인에서 HSV 컬러 도메인으로 변경하여 밝기정보인 V만 이용한다. 먼저 잡음제거와 속도 향상을 위해 개선된 고속 back projection을 이용해 영상을 확대 재구성한다. 이와 함께 LoG(laplacian of gaussian) 필터링을 이용하여 에지 맵을 추출한다. 에지의 정보와 back projection의 결과를 이용하여 고해상도 영상을 재구성한다. 제안하는 알고리즘을 이용하여 복원한 영상은 부자연스러운 인공물을 효과적으로 제거하고, blur현상을 줄여 에지 정보를 보정하고 강조해준다. 또한 실험을 통해 제안하는 알고리즘이 기존의 보간법과 전통적인 back projection 결과보다 주관적인 화질이 우수하고 객관적으로 우수한 성능을 나타내는 것을 입증한다.

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Recording and Retrieving a Color Image Using Binary Image Precessing in Holographic Optical Memory (홀로그래픽 광메모리에서 이진 영상 처리를 이용한 컬러 영상 기록 및 복원)

  • Kim, Jung-Hoi;An, Jun-Won;Kim, Nam;Lee, Kwon-Yeon
    • Journal of the Korean Institute of Telematics and Electronics D
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    • v.36D no.11
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    • pp.71-81
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    • 1999
  • In this paper, digital holographic data storage system is implemented to record and retrieve the color images using new direct access method and binary image processing. As a result of applying image processing via a proposed direct access method, we can reduce the number of data page than binary image processing using raw file and replay color image of resolution of $128{\times}80{\times}256$ (6.6KB). Also it is showed that the input data can be transformed into digital holograms regardless of any kinds of file such as character data, moving picture. etc.

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Effective Compression Technique of Multi-view Image expressed by Layered Depth Image (계층적 깊이 영상으로 표현된 다시점 영상의 효과적인 압축 기술)

  • Jee, Inn-Ho
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.14 no.4
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    • pp.29-37
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    • 2014
  • Since multi-view video exists a number of camera color image and depth image, it has a huge of data. Thus, a new compression technique is indispensable for reducing this data. Recently, the effective compression encoding technique for multi-view video that used in layered depth image concepts is a remarkable. This method uses several view point of depth information and warping function, synthesizes multi-view color and depth image, becomes one data structure. In this paper we use actual distance for solving overlap in layered depth image that reduce required data for reconstructing in color-based transform. In experimental results, we confirmed high compression performance and good quality of reconstructed image.

Performance Enhancement of Shadow Removal Algorithms Using Color Information of Objects (물체의 컬러 정보를 이용한 그림자 제거 기법의 성능 향상)

  • Kim, Hee-Sang;Kim, Ji-Hong;Choi, Doo-Hyun
    • Journal of Korea Multimedia Society
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    • v.12 no.7
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    • pp.941-946
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    • 2009
  • As supplying of automatic surveillance or patrol systems based on image processing, the needs on object extraction technology from images increases. The extraction is more difficult when the lighting condition is changed from time to time. There are many approaches to extract objects from images excluding shadow. They have a common problem something like loss of object region according with shadow removal. In this paper a restoration method using color information of objects to complement the problem is presented. The usefulness of the method is verified using images taken from different lighting conditions and selected from well-known DB.

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Demosaicing Algorithm and Hardware Implementation with Weighted Directional Filtering for Diagonal Edge (방향성 필터를 이용하여 대각선 에지를 고려한 Demosaicing 알고리즘 및 하드웨어 구현)

  • Kwak, Boo-Dong;Jeong, Hyo-Won;Yang, Jeong-Ju;Jang, Won-Woo;Kang, Bong-Soon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.14 no.7
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    • pp.1581-1588
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    • 2010
  • Most digital cameras use a single image sensor with Color Filter Array(CFA) for the advantage of costs and speed. The various color interpolation(demosaicing) algorithms are researched to reconstruct a full representation of the image. In this paper, we proposed a method of demosaicing about using weighted directional filter for vertical, horizontal, and diagonal direction edge. The method considered the efficiency of hardware resources for hardware implementation. The performance of proposed method was confirmed by comparing the conventional method in experiments using 24 Kodak test images. The proposed method was designed by Verilog HDL and was verified by using Virtex4 FPGA boards and CMOS Image Sensor.

Efficient Compression Technique of Multi-view Image with Color and Depth Information by Layered Depth Image Representation (계층적 깊이 영상 표현에 의한 컬러와 깊이 정보를 포함하는 다시점 영상에 대한 효율적인 압축기술)

  • Lim, Joong-Hee;Shin, Jong-Hong;Jee, Inn-Ho
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.2C
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    • pp.186-193
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    • 2009
  • Multi-view video is necessary to develop a new compression encoding technique for storage and transmission, because of a huge amount of data. Layered depth image is an efficient representation method of multi-view video data. This method makes a data structure that is synthesis of multi-view color and depth image. This paper proposed enhanced compression method by presentation of efficient layered depth image using real distance comparison, solution of overlap problem, and YCrCb color transformation. In experimental results, confirmed high compression performance and good reconstructed image.