• Title/Summary/Keyword: Image decomposition

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A Text Detection Method Using Wavelet Packet Analysis and Unsupervised Classifier

  • Lee, Geum-Boon;Odoyo Wilfred O.;Kim, Kuk-Se;Cho, Beom-Joon
    • Journal of information and communication convergence engineering
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    • v.4 no.4
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    • pp.174-179
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    • 2006
  • In this paper we present a text detection method inspired by wavelet packet analysis and improved fuzzy clustering algorithm(IAFC).This approach assumes that the text and non-text regions are considered as two different texture regions. The text detection is achieved by using wavelet packet analysis as a feature analysis. The wavelet packet analysis is a method of wavelet decomposition that offers a richer range of possibilities for document image. From these multi scale features, we adapt the improved fuzzy clustering algorithm based on the unsupervised learning rule. The results show that our text detection method is effective for document images scanned from newspapers and journals.

Shape Detection of Ellipsoidal Droplets Using Randomized Hough Transform (Randomized Hough 변환을 이용한 타원형 액적의 형상 검출)

  • Choo, Yeon-Jun;Kang, Bo-Seon
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.27 no.10
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    • pp.1508-1515
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    • 2003
  • In this study, the image processing program for deducing parameters of the elliptic shape of the partially overlapped liquid droplets was developed using the randomized Hough transform and the parameter decomposition. The procedure for the shape detection consists of three steps. For the first step, the candidate centers of ellipses are determined by the geometric property of the ellipse. Next, the rest parameters are estimated by the randomized Hough transform. In the final step for the post-processing, optimally approximated parameters of ellipses are determined. The developed program was applied to the simulated overlapped ellipses, real overlapped droplets, and real spray droplets. The shape detection was very excellent unless there existed inherent problems in original images. Moreover, this method can be used as an effective separating method for the overlapped small particles.

Fast Binary Wavelet Transform (고속 이진 웨이블렛 변환)

  • 강의성;이경훈;고성제
    • Proceedings of the IEEK Conference
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    • 2001.09a
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    • pp.25-28
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    • 2001
  • A theory of binary wavelets has been recently proposed by using two-band perfect reconstruction filter banks over binary field . Binary wavelet transform (BWT) of binary images can be used as an alternative to the real-valued wavelet transform of binary images in image processing applications such as compression, edge detection, and recognition. The BWT, however, requires large amount of computations since its operation is accomplished by matrix multiplication. In this paper, a fast BWT algorithm which utilizes filtering operation instead or matrix multiplication is presented . It is shown that the proposed algorithm can significantly reduce the computational complexity of the BWT. For the decomposition and reconstruction or an N ${\times}$ N image, the proposed algorithm requires only 2LN$^2$ multiplications and 2(L-1)N$^2$addtions when the filter length is L, while the BWT needs 2N$^3$multiplications and 2N(N-1)$^2$additions.

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Enhanced Reversible data hiding scheme

  • Sachnev, V.;Kim, Dong-Hoi;Kim, Hyoung-Joong
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2007.02a
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    • pp.127-133
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    • 2007
  • We propose new reversible watermarking method for images. Being reversibility, original image and watermarked message should be recovered exactly. We propose different technique for hiding data to pairs. We use new type of histogram (pair histogram), which shows frequencies of each pair in image. We use histogram shift method for data embedding to pairs. We also propose improved version of method which allow hiding data with good performance for high capacities. This algorithm has better result compare to Tian's difference expansion method based on the Haar wavelet decomposition. For proposed algorithm capacity is higher under same PSNR.

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Camera Calibration and Barrel Undistortion for Fisheye Lens (차량용 어안렌즈 카메라 캘리브레이션 및 왜곡 보정)

  • Heo, Joon-Young;Lee, Dong-Wook
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.62 no.9
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    • pp.1270-1275
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    • 2013
  • A lot of research about camera calibration and lens distortion for wide-angle lens has been made. Especially, calibration for fish-eye lens which has 180 degree FOV(field of view) or above is more tricky, so existing research employed a huge calibration pattern or even 3D pattern. And it is important that calibration parameters (such as distortion coefficients) are suitably initialized to get accurate calibration results. It can be achieved by using manufacturer information or lease-square method for relatively narrow FOV(135, 150 degree) lens. In this paper, without any previous manufacturer information, camera calibration and barrel undistortion for fish-eye lens with over 180 degree FOV are achieved by only using one calibration pattern image. We applied QR decomposition for initialization and Regularization for optimization. With the result of experiment, we verified that our algorithm can achieve camera calibration and image undistortion successfully.

A Study on the Characteristics of Low Temperature Firing Phosphor Paste for Flat Light Source (면광원용 저온 소성형 형광체 Paste 특성 연구)

  • Lee, Dong-Wook;Nam, Su-Yong
    • Proceedings of the Korean Printing Society Conference
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    • 2007.11a
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    • pp.75-81
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    • 2007
  • As manufacturing the low temperature firing paste applicable flat light source for LCD BLU, this study examined the specific quality. For the phosphor pastes, the low temperature firing acryl resin is used as the binder resin. As the result of thermal decomposition characteristics, residual hydroxylcarbon rested under 0.1wt% on 400$^{\circ}C$. With the manufactured paste in this study, the flat light source device is manufactured through the screen printing and it brought the almost 100% of special quality radiation about the phosphor brightness.

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Preparation and Characterization of Acid Amplifiers containing electron withdrawing group (전자끄는기를 갖는 산 증식제의 합성 및 특성 연구)

  • Lee, Eun-Ju;Jeong, Yeon-Tae
    • Journal of the Korean Graphic Arts Communication Society
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    • v.21 no.1
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    • pp.21-34
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    • 2003
  • Acid amplifiers derived from a certain class of sulfonates suffer from autocatalytic decomposition in the presence of a strong acid to give corresponding sulfonic acid, which catalyze the composition of the parent sulfonates, leading to the liberation of more of the same sulfonic acids in an exponential manner. In this research we synthesized and evaluated 4-hydroxy-4'-(2-trifluoromethyl)benzenesulfonyloxy isopropylidene dicyclohexane (1), 4,4'-di-(2-trifluoromethyl)benzenesulfonyloxy isopropylidene dicyclohexane (2), 4-hydroxy-4'-(3-trifluoromethyl)benzenesulfonyloxy isopropylidene dicyclohexane (3) and 4,4-di-(3-trifluoromethyl)benzenesulfonyloxy isopropylidene dicyclohexane (4) as novel acid amplifiers with electron withdrawing group. These acid amplifiers (1-4) showed reasonable thermal stability for resist processing temeprature and exhibited higher photosensitivity compared to poly(tert-butyl methacrylate) film without acid amplifiers. Application of acid amplifiers to photofunctional materials, including photoresists, are described as a consequence of the combination of the acid amplifiers with photoacid generator.

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A Study on the Characteristics of Low Temperature Calcined Paste for LCD Flat Light Source (LCD 면광원용 저온 소성 Paste 특성 연구)

  • Lee, Dong-Wook;Lee, Mi-Young;Nam, Su-Yong
    • Journal of the Korean Graphic Arts Communication Society
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    • v.26 no.1
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    • pp.97-111
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    • 2008
  • BLU is a important part of the most representative LCD at flat panel display. In order to supplement the optical special quality which LCD cannot light itself, BLU is an essential property to supply with same brightness on the screen. In this study we have manufactured and characterized the low temperature calcined paste that can be used as a flat light source for LCD BLU. For the phosphor paste and intermediate paste, the low temperature calcined acryl resin was used as the binder. From the result of thermal decomposition measurement, residual carbonaceous materials was found to be less than 0.2wt% at $400^{\circ}C$.

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Characteristics of a-Si:H Films for Contact-type Linear Image Sensor (밀착형 선형 영상감지소자를 위한 a-Si:H막의 특성)

  • 오상광;박욱동;김기완
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.28A no.11
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    • pp.894-901
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    • 1991
  • Contact-type linear image sensors have been fabricated by means of RF glow discharge decomposition method of silane and hydrogen mixtures. The dependences of the electrical and optical properties of these sensor on thickness, RF power, substrate temperature and ambient gas pressure have been investigated. the ITO/i-a-Si:H/Al structure film shows photosensitivity of 0.85 and photocurrent to dark current ratio ($I_{ph}/I_{d}$) of 150 at 5V bias voltage under 200${\mu}W/cm^[2}$ red light intensity. Under 200${\mu}W/cm^[2}$ green light intensity, the ratio is 100. In order to investigate photocarrier transport mechanism and to obtain ${\mu}{\gamma}$ product we have measured the I-V characteristics of these sensors favricated with several different deposition parameters under various light sources. The linear inage sensor for document reading has been operated under reverse bias condition with green light source, resulting in ${\mu}{\gamma}$ product of about 1.5$[\times}10^{-9}cm^{2}$/V.

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Thinning algorithm of hand-printed korean character using wavelet transform (웨이브렛 변환을 이용한 필기체 한글 문자의 세선화 알고리즘)

  • 길문호;유기형;박정호;최재호;곽훈성
    • Proceedings of the IEEK Conference
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    • 1998.06a
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    • pp.745-748
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    • 1998
  • Recently, image and voice processing part is using wavelet transform. We propose thining algorithm using wavelet tranform. Wavelet transform consists of low frequency and high frequency in the spatial and frequency domain. After the wavelet decomposition, more than 90 percents of energy are contained in lowest frequency band. Therefor, for images with large difference of gray value between foreground and background like character images, we can more accurately in the lowest frequency band. Lowest frequency band has wavelet transform significant coefficient(WTS) that is required for the thinning algorithm we proposed Paper [3][5][7][8] can not separate consonants and vowels of korean characters. Becuase korean characters have structural feature. This paper can separate consonants and vowels. Simulation executed low frequency image and data compression can reduce 1/4$^{n}$ with level n. we can redcue time complexity 3/8.

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