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Digital Watermarking of Medical Image Based on Public Key Encryption Algorithm Considering ROI (ROI를 고려한 공개키 암호화 알고리즘 기반 의료영상 디지털 워터마킹)

  • Lee Hyung-Kyo;Kim Hee-Jung;Seong Tack-Young;Kwon Ki-Ryong;Lee Jong-Keuk
    • Journal of Korea Multimedia Society
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    • v.8 no.11
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    • pp.1462-1471
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    • 2005
  • Recently, the medical image has been digitized by the development of computer science and digitization of the medical devices. There are needs for database service of the medical image and long term storage because of the construction of PACS(picture archiving and communication system) following DICOM(digital imaging communications in medicine) standards, telemedicine, and et al. However, it also caused some kinds of problems, such as illegal reproduction of medical image, proprietary rights and data authentication. In this paper, we propose the new digital watermarking technique for medical image based on public key encryption algorithm for integrity verification. It prevents illegal forgery that can be caused after transmitting medical image data remotely. The watermark is the value of bit-plane in wavelet transform of the original image for certification method of integrity verification. We proposed the embedding regions are randomly chosen considering ROI, and a digital signature is made using hash function of MD5 which input is a secret key. The experimental results show that the watermark embedded by the proposed algorithm can survive successfully in image processing operations and that the watermark's invisibility is good.

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A Digital Image Watermarking Scheme using ElGamal Function (ElGarnal함수를 사용하는 디지털 이미지 워터마킹 기법)

  • Lee, Jean-Ho;Kim, Tai-Yun
    • The KIPS Transactions:PartC
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    • v.9C no.1
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    • pp.1-8
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    • 2002
  • Digital image watermarking is a technique for the purpose of protecting the ownership of the image by embedding proprietary watermarks in a digital image. It is required for the digital image watermarking scheme to pursue the robustness against water marking attacks and the perceptual Invisibility more than usual in steganography area, to guarantee not a hidden watermarking algorithm but the publicity of water-marking algorithm details and hidden use of key, which can protect the unauthorized user access from detection. In this paper we propose a new copyright watermarking scheme, which is barred on one-way hash functions using ElGamal functions and modular operations. ElGamal functions are widely used in cryptographic systems. Our watermarking scheme is robust against LSB(least significant bit) attacks and gamma correction attack, and also perceptually invisible. We demonstrate the characteristics of our proposed watermarking scheme through experiments. It is necessary to proceed as the future work the algorithm of achieving at the same time both the pseudo-randomness for the steno-key generation and the asymmetric-key generation.

Serotypes and Distributions of Escherichia coli Strains Isolated from Marine Products in Wholesale Market (시판 해산물에서 분리한 대장균의 혈청형 및 월별, 산지별 분포)

  • Ham, Hee-Jin
    • Journal of Food Hygiene and Safety
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    • v.23 no.1
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    • pp.15-18
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    • 2008
  • For prevention of E. coli related with food poisoning including diarrhea, urinal infection, peritonitis and infant septicemia, two hundreds and twelve E. coli strains(10.3%) were isolated among 2,066 seafood products in Seoul Garak fishery market from 2005 to 2007. Most strains were isolated from fishes (7.0%), shellfishes (12.8%), crustaceans (8.7%), and molluscs (11.0%) in summer. Serotypes of E. coli isolates were determined as O6, O8, O25, O26, O27, O55, O78, O126, O158, O167, and O168. Conclusively, we knew that E. coli could be contaminated in various seafood products.

An Efficient Video Sequence Matching Algorithm (효율적인 비디오 시퀀스 정합 알고리즘)

  • 김상현;박래홍
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.41 no.5
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    • pp.45-52
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    • 2004
  • According tothe development of digital media technologies various algorithms for video sequence matching have been proposed to match the video sequences efficiently. A large number of video sequence matching methods have focused on frame-wise query, whereas a relatively few algorithms have been presented for video sequence matching or video shot matching. In this paper, we propose an efficientalgorithm to index the video sequences and to retrieve the sequences for video sequence query. To improve the accuracy and performance of video sequence matching, we employ the Cauchy function as a similarity measure between histograms of consecutive frames, which yields a high performance compared with conventional measures. The key frames extracted from segmented video shots can be used not only for video shot clustering but also for video sequence matching or browsing, where the key frame is defined by the frame that is significantly different from the previous fames. Several key frame extraction algorithms have been proposed, in which similar methods used for shot boundary detection were employed with proper similarity measures. In this paper, we propose the efficient algorithm to extract key frames using the cumulative Cauchy function measure and. compare its performance with that of conventional algorithms. Video sequence matching can be performed by evaluating the similarity between data sets of key frames. To improve the matching efficiency with the set of extracted key frames we employ the Cauchy function and the modified Hausdorff distance. Experimental results with several color video sequences show that the proposed method yields the high matching performance and accuracy with a low computational load compared with conventional algorithms.

Extracting Symbol Informations from PDF4172-Dimensional Barcode Image (PDF417 이차원 바코드 명상에서 심볼 정보를 추출하는 알고리즘의 구현)

  • 한희일;정정구
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2001.06a
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    • pp.347-350
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    • 2001
  • 종래에 사용되어 왔던 1 차원 바코드가 정보를 포함하고 있는 데이터베이스에 접근하는 데이터 키 역할을 주로 해온 것에 비해, 2 차원 바코드는 다량의 데이터를 포함할 수 있고 고밀도의 데이터 표현이 가능하여, 호스트 컴퓨터의 데이터 베이스에 온라인 연결할 필요 없이 확인하고자 하는 사람이나 대상물에 대한 정보를 얻을 수 있다. 본 논문에서는 가장 널리 사용되는 2 차원 바코드 체계인 PDF417 을 중심으로, 디지털 카메라를 통하며 입력한 영상을 이진화하여 시작 심볼 또는 정지 심볼을 검색함으로써 2 차원 바코드 영역을 추출한 다음, 추출된 영역으로부터 바코드의 행과 열의 수, 오류수정 정도 등의 헤더정보를 검출하고 이를 바탕으로 코드정보를 추출하는 알고리즘을 제안한다.

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Fragile Watermarking for Image Tamper-Proofing and Authentication (영상 위.변조 검출과 인증을 위한 Fragile 워터마킹)

  • Kim, Mi-Ae;Song, Geun-Sil;Lee, Won-Hyung
    • Annual Conference of KIPS
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    • 2003.11c
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    • pp.1823-1826
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    • 2003
  • 본 논문에서는 디지털 영상의 인증 및 무결성을 위한 Fragile Watermarking 기법을 제안한다. 이 기법은 원 영상과 워터마크 영상을 각각 랜덤하게 섞고, 랜덤수와 LUT를 이용하여 워터마크를 LSB에 삽입하므로 보안성을 갖는다. 또한, 워터마크 삽입 추출과정에서 두 개의 비밀키와 XOR를 이용하여 간단히 처리할 수 있다. 실험을 통하여 영상의 변형 여부 및 조작 위치를 검출하였다.

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Remote Touch Interaction System for Intelligent Office Control (지능형 오피스 환경 제어를 위한 원격 터치 인터렉션 시스템)

  • Bae, Ki-Tae;Nam, Byeong-Cheol
    • Proceedings of the KAIS Fall Conference
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    • 2010.05a
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    • pp.221-224
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    • 2010
  • 본 논문에서는 레이저 포인터를 이용하여 지능형 오피스 환경을 자유롭게 제어 할 수 있는 지능형 정보처리 시스템을 제안한다. 저가의 웹캠을 이용하여 카메라로부터 입력된 레이저 포인터 스팟의 위치를 자동 검출한 후 검출된 위치좌표정보를 컴퓨터상의 제어 명령 이벤트와 매칭 시킨다. 매칭이 이루어 진 후 사용자는 레이저 포인터를 이동시키면서 보조자의 도움 없이 자유롭게 디스플레이 화면을 제어할 수 있다. 사용자는 화면상의 임의의 영역을 특정 명령영역으로 지정할 수 있는 가상 키패드 인터페이스를 통해 특정 프로그램이나 가전 기기를 제어할 수 있다. 실험 결과를 통해 제안한 시스템이 기존의 원격 제어 방법에 비해 가격이나 성능 면에서 뛰어난 결과를 보임을 확인할 수 있다.

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Robust Watermarking for Digital Images in Geometric Distortions Using FP-ICA of Secant Method (할선법의 FP-ICA를 이용한 기하학적 변형에 강건한 디지털영상 워터마킹)

  • Cho Yong-Hyun
    • The KIPS Transactions:PartB
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    • v.11B no.7 s.96
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    • pp.813-820
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    • 2004
  • This paper proposes a digital image watermarking which is robust to geometric distortions using an independent component analysis(ICA) of fixed-point(FP) algorithm based on secant method. The FP algorithm of secant method is applied for better performance in a separation time and rate, and ICA is applied to reject the prior knowledges for original image, key, and watermark such as locations and size, etc. The proposed method embeds the watermark into the spatial domain of original image The proposed watermarking technique has been applied to lena, key, and two watermarks(text and Gaussian noise) respectively. The simulation results show that the proposed method has higher speed and better rate for extracting the original images than the FP algorithm of Newton method. And the proposed method has a watermarking which is robust to geometric distortions such as resizing, rotation, and cropping. Especially, the watermark of images with Gaussian noise has better extraction performance than the watermark with text since Gaussian noise has lower correlation coefficient than the text to the original and key images. The watermarking of ICA doesn't require the prior knowledge for the original images.

Volatile Flavor Compounds in Pen Shell By-product Hydrolysate (키조개 부산물 단백질 가수분해물의 휘발성 향기성분에 관한 연구)

  • Cha, Yong-Jun;Kim, Eun-Jeong
    • Korean Journal of Food Science and Technology
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    • v.27 no.6
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    • pp.964-971
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    • 1995
  • Volatile flavor compounds and free amino acids in untreated and hydrolysate pen shell by-product produced with APL 440 protease were compared by vacuum simultaneous steam distillation-solvent extraction/gas chromatography/mass spectrometry. A total of 109 volatile flavor compounds were detected in hydrolysate (65 compounds) or the 109 volatile flavor compounds were detected in untreated pen shell by-product (88). These compounds were composed of aldehydes(16), ketones(17), alcohols(31), nitrogen containing compounds (16), aromatic hydrocarbon compounds(8), esters(3), and miscellaneous compounds (17). Levels of aldehydes and aromatic hydrocarbons decreased after hydrolysis, whereas levels of nitrogen containing compounds increased 3 times than in untreated pen shell by-product. Taurine, known to be having a physiological function, was accounted for 31.25% of total amino acids in hydrolysate.

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Abstraction Mechanism of Low-Level Video Features for Automatic Retrieval of Explosion Scenes (폭발장면 자동 검출을 위한 저급 수준 비디오 특징의 추상화)

  • Lee, Sang-Hyeok;Nang, Jong-Ho
    • Journal of KIISE:Software and Applications
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    • v.28 no.5
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    • pp.389-401
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    • 2001
  • This paper proposes an abstraction mechanism of the low-level digital video features for the automatic retrievals of the explosion scenes from the digital video library. In the proposed abstraction mechanism, the regional dominant colors of the key frame and the motion energy of the shot are defined as the primary abstractions of the shot for the explosion scene retrievals. It is because an explosion shot usually consists of the frames with a yellow-tone pixel and the objects in the shot are moved rapidly. The regional dominant colors of shot are selected by dividing its key frame image into several regions and extracting their regional dominant colors, and the motion energy of the shot is defined as the edge image differences between key frame and its neighboring frame. The edge image of the key frame makes the retrieval of the explosion scene more precisely, because the flames usually veils all other objects in the shot so that the edge image of the key frame comes to be simple enough in the explosion shot. The proposed automatic retrieval algorithm declares an explosion scene if it has a shot with a yellow regional dominant color and its motion energy is several times higher than the average motion energy of the shots in that scene. The edge image of the key frame is also used to filter out the false detection. Upon the extensive exporimental results, we could argue that the recall and precision of the proposed abstraction and detecting algorithm are about 0.8, and also found that they are not sensitive to the thresholds. This abstraction mechanism could be used to summarize the long action videos, and extract a high level semantic information from digital video archive.

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