• Title/Summary/Keyword: Image recovery

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Intrusion Response and Recovery System Using a File System Image Backup (파일시스템 이미지 백업을 이용한 침입대응 및 파일복구 시스템)

  • Lee Jae-Kwang;Lim Jung-Mok
    • The Journal of the Korea Contents Association
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    • v.5 no.5
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    • pp.182-190
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    • 2005
  • As computers and Internet become popular, many corporations and countries are using information protection system and security network to protect their informations and resources in internet. But the Intrusional possibilities are increases in open network environments such as the Internet. Even though many security systems were developed, the implementation of these systems are mostly application level not kernel level. Also many file protection systems were developed, but they aren't used widely because of their inconvenience in usage. In this paper, we implement a kernel module to support a file protection function using Loadable Kernel Module (LKM) on Linux. When a system is damaged due to intrusion, the file system are easily recovered through periodical file system image backup.

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Noise-tolerant Image Restoration with Similarity-learned Fuzzy Association Memory

  • Park, Choong Shik
    • Journal of the Korea Society of Computer and Information
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    • v.25 no.3
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    • pp.51-55
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    • 2020
  • In this paper, an improved FAM is proposed by adopting similarity learning in the existing FAM (Fuzzy Associative Memory) used in image restoration. Image restoration refers to the recovery of the latent clean image from its noise-corrupted version. In serious application like face recognition, this process should be noise-tolerant, robust, fast, and scalable. The existing FAM is a simple single layered neural network that can be applied to this domain with its robust fuzzy control but has low capacity problem in real world applications. That similarity measure is implied to the connection strength of the FAM structure to minimize the root mean square error between the recovered and the original image. The efficacy of the proposed algorithm is verified with significant low error magnitude from random noise in our experiment.

IR Image Processing IP Design, Implementation and Verification For SoC Design

  • Yoon, Hee-Jin
    • Journal of the Korea Society of Computer and Information
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    • v.23 no.1
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    • pp.33-39
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    • 2018
  • In this paper, We studied the possibility of SoC(System On Chip) design using infrared image processing IP(Intellectual Property). And, we studied NUC(Non Uniformity Correction), BPR(Bad Pixel Recovery), and CEM(Contrast Enhancement) processing, the infrared image processing algorithm implemented by IP. We showed the logic and timing diagram implemented through the hardware block designed based on each algorithm. Each algorithm was coded as RTL(Register Transfer Level) using Verilog HDL(Hardware Description Language), ALTERA QUARTUS synthesis, and programed in FPGA(Field Programmable Gated Array). In addition, we have verified that the image data is processed at each algorithm without any problems by integrating the infrared image processing algorithm. Particularly, using the directly manufactured electronic board, Processor, SRAM, and FLASH are interconnected and tested and the verification result is presented so that the SoC type can be realized later. The infrared image processing IP proposed and verified in this study is expected to be of high value in the future SoC semiconductor fabrication. In addition, we have laid the basis for future application in the camera SoC industry.

Comparison of PET image quality using simultaneous PET/MR by attenuation correction with various MR pulse sequences

  • Park, Chan Rok;Lee, Youngjin
    • Nuclear Engineering and Technology
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    • v.51 no.6
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    • pp.1610-1615
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    • 2019
  • Positron emission tomography (PET)/magnetic resonance (MR) scanning has the advantage of less additional exposure to radiation than does PET/computed tomography (CT). In particular, MR based attenuation correction (MR AC) can greatly affect the image quality of PET and is frequently obtained using various MR sequences. Thus, the purpose of the current study was to quantitatively compare the image quality between MR non-AC (MR NAC) and MR AC in PET images with three MR sequences. Percent image uniformity (PIU), percent contrast recovery (PCR), and percent background variability (PBV) were estimated to evaluate the quality of PET images with MR AC. Based on the results of PIU, 15.2% increase in the average quality was observed for PET images with MR AC than for PET images with MR NAC. In addition, 28.6% and 71.1% improvement in the average results of PCR and PBV respectively, was observed for PET images with MR AC compared with that with MR NAC. Moreover, no significant difference was observed among the average values using three MR sequences. In conclusion, the current study demonstrated that PET with MR AC improved the image quality and can be help diagnosis in all MR sequence cases.

Development of 2-frame PTV system and its application to a channel flow (2-프레임 PTV 시스템의 개발 및 채널유동에의 응용)

  • Baek, Seung-Jo;Lee, Sang-Jun
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.22 no.6
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    • pp.874-887
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    • 1998
  • A 2-frame PTV (particle tracking velocimetry) system using the concept of match probability between two consequent image frames has been developed to obtain instantaneous velocity fields. The overall 2-frame PTV system including image pre-processing, tracking algorithm and post-processing routine was implemented to apply to real flows. The developed 2-frame PTV system has several advantages such as high recovery ratio of velocity vectors, low error ratio and small computational time compared with the conventional 4-frame PTV and the FFT-based cross-correlation PIV technique. The 2-frame PTV system was applied to a turbulent channel flow over a rectangular block to check its reliability and usefulness. Total 96 sequential image frames have been captured and processed to get both mean and fluctuating velocity vector fields over the recirculating region. The mean velocity and turbulent intensity profiles were well agreed with hte LDV measurements in the separated region behind the block. Time-averaged reattachment length is about 6.3 times of the block height.

Template Recovery of DWT-DFT Composite Watermarking Scheme Using Collinear Cross-Ratio

  • Sepsirisuk, Kasemsuk;Atsuta, Kiyoaki;Kondo, Shozo
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.225-228
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    • 2005
  • According to a popularization of the Internet and digital lifestyle, digital watermarks have been proposed for protection of copyrighted multimedia content. In blind watermark detection, which an original image is not provided, robustness against geometric distortion and compression remains challenging. In this paper, we propose a new perceptual blind discrete wavelet transform - discrete Fourier transform (DWT-DFT) composite watermarking scheme that is robust against both general linear transform and JPEG compression. This algorithm constructs an image-dependent watermark in the most significant DWT coefficients, which is determined by using a hierarchical tree structure. Strength of watermark is determined from a just-noticeable difference (JND) profile of a perceptual model. Furthermore, a desired template is inserted into DFT domain of the watermarked image. In new manner, a cross-ratio of four collinear points is used for detecting the template. Experimental results have showed that the proposed scheme is robust against general linear distortion, JPEG compression and various general kinds of attacks in the Stirmark 3.1 watermark evaluation tool.

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Performance Evaluation of Visual Path Following Algorithm (영상 교시기반 주행 알고리듬 성능 평가)

  • Choi, I-Sak;Ha, Jong-Eun
    • Journal of Institute of Control, Robotics and Systems
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    • v.17 no.9
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    • pp.902-907
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    • 2011
  • In this paper, we deal with performance evaluation of visual path following using 2D and 3D information. Visual path follow first teaches driving path by selecting milestone images then follows the same route by comparing the milestone image and current image. We follow the visual path following algorithm of [8] and [10]. In [8], a robot navigated with 2D image information only. But in [10], local 3D geometries are reconstructed between the milestone images in order to achieve fast feature prediction which allows the recovery from tracking failures. Experimental results including diverse indoor cases show performance of each algorithm.

A Recovery Technique Using Client-based Logging in Client/Server Environment (클라이언트/서버 환경에서 클라이언트 기반 로깅을 이용한 회복 기법)

  • Park, Yong-Mun;Lee, Chan-Seop;Kim, Hui-Su;Choe, Ui-In
    • The Transactions of the Korea Information Processing Society
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    • v.7 no.8S
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    • pp.2735-2747
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    • 2000
  • 클라이언트/서버 데이터베이스 시스템에서 로깅 기법을 사용하는 기존 회복 기법은 서버에서만 전체 로그를 관리한다. 이는 잠재적으로 각 클라이언트에서 수행되는 트랜잭션에 대한 로그 레코드의 전송 비용을 내포하고 있고, 네트워크 트래픽을 증가시킨다. 본 논문에서는 로그 레코드의 전송 비용을 제거하기 위해서 클라이언트 기반 로깅(client-based logging)을 지원하고, 중복된 before-image를 제거하고 재수행 전용 로그(redo-only log)만을 로깅하는 방법을 제안한다. 그리고 클라이언트 파손 시 클라이언트에서 자치적으로 한번의 후방향 클라이언트 로그 분석을 이용한 재수행 회복을 하고, 서버 파손 시 각 클라이언트에서는 병행적으로 후방향 클라이언트 로그 분석을 이용하여 회복해야 하는 페이지의 after-image만을 서버에 전송하며, 서버에서는 수신된 after-image와 후방향 서버 로그 분석을 이용하여 재수행 회복을 수행한다.

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Estimation of surface reflectance properties and 3D shape recovery using photometric matching (물체의 면 반사특성 추정과 측광정합을 이용한 3차원 형상복구)

  • 김태은;류석현;송호근;최종수
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.21 no.7
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    • pp.1633-1641
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    • 1996
  • In this paper we propose a new method for anlayzing the properties of surface reflectance and reconstructing the shape of object using estimated reflectance parameters. We have investigated the hybrid reflectance surface which has specularreflection and diffuse reflection, which can be explained by Torrance-Sparrow model. Sample sphere made on one maerial is used to estimate the reflectance properties by using LMS algorithm. We can make the reference image which consists of surface normal and brightness value using estimated reflectance parameters, and thenarbitrary shape object made of the same material as sample can be reconstructed by matching with reference image. Photometric matching method proposed in this paper is robust because it mateches object image with the reference imageconsidering its neighbor brightness distribution. Also, in this paper plate diffuse illumination is used to remove intensity disparity with simple scheme. It is expected that the proposed algorithm can be applied to 3D recognition, vision inspection system and other fields.

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An error concealment method using projections onto the overcomplete basis (오버컴플릿 기저에 대한 사영을 이용한 오류 은닉 기법)

  • 장준호;김정권;이충웅
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.22 no.5
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    • pp.1107-1115
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    • 1997
  • In this paper, we propose an error concealment method to recovre damaged block-based image coding schemes. Channel errors during transmission of image data such as bit errors or cell loss result in damaged image blocks in the reconstructed images. To recover damaged blocks is to estimate them using the correctly received or undamaged neighborhood information. In the proposed method, an overcomplete basis for a large block containing a damaged block at its center is introduced and damaged blocks are recovered by sequentially projecting the known neighborhood information onto the overcomplete basis function. Computer simulations show that the proposed algorithm outperforms the conventional method in subjectie recovery qualities as well as objective ones.

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