• Title/Summary/Keyword: Image Thinning

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LCD Defect Detection using Neural-network based on BEP (BEP기반의 신경회로망을 이용한 LCD 패널 결함 검출)

  • Ko, Jung-Hwan
    • 전자공학회논문지 IE
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    • v.48 no.2
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    • pp.26-31
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    • 2011
  • In this paper we show the LCD simulator for defect inspection using image processing algorithm and neural network. The defect inspection algorithm of the LCD consists of preprocessing, feature extraction and defect classification. Preprocess removes noise from LCD image, using morphology operator and neural network is used for the defect classification. Sample images with scratch, pinhole, and spot from real LCD color filter image are used. From some experiments results, the proposed algorithms show that defect detected and classified in the ratio of 92.3% and 94.5 respectively. Accordingly, in this paper, a possibility of practical implementation of the LCD defect inspection system is finally suggested.

The Extraction of the Singular Point from Ridge Direction Information for Fingerprint Recognition (지문인식 시 융선 방향정보로부터 특이점의 추출)

  • 이형교;윤동식;이종극
    • Journal of the Institute of Convergence Signal Processing
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    • v.5 no.2
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    • pp.119-125
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    • 2004
  • The direction component uses mainly the sobel and FFT method. The sobel method is difficult to set representative direction when we wish to extract representative direction when we wish to extract representative direction component and the complicated processing process of sobel mask because same value appears in the low provision image or high provision image and we cannot accumulate tilt size in case of making accumulate after making unit vector to pixel. The method that uses FFT conversion for direction extraction is possible in case that ridge has correct direction specification and must use a special direction filter. After thinning the binary image to supplement above weak point in the paper, we extract direction component by pixel unit, and we extract the most direction components of pixel that exist in block of 8${\times}$8 pixels size as representative direction of ridge.

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Fingerprint Verification System Using Improved Preprocessing (개선된 전처리 과정을 이용한 지문 인식 시스템)

  • Lee Dong-Wook;Ahn Do-Rang;Lee Jee-Won
    • Journal of the Institute of Convergence Signal Processing
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    • v.7 no.2
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    • pp.73-80
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    • 2006
  • Fingerprint-based verification system has been used for a very long time. Because of their well-known uniqueness and immutability, fingerprint is one of the most widely used biometric features. However, fingerprint identification system has such a critical weakness that the performance of verification is reduced drastically for a poor input fingerprint. In this paper, an image enhancement algorithm using enhanced direction and enhanced binary and aiming image is used to mitigate the problem in the preprocessing. The goal of image enhancement is to estimate the quality of input fingerprint image and to improve the clarity of ridge and valley structures of input fingerprint image. Also, a ridge orientation extraction method using index table is proposed to improve the speed of verification. It is shown by the experiments that proposed fingerprint verification system improves the minutiae extraction accuracy and performance of verification.

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The Effects of the Properties Changing of Coated Paper and Ink Emulsion of IPA on Printed Mottle (도공지 물성 변화와 IPA에 의한 잉크 유화가 인쇄 모틀에 미치는 영향)

  • Ha, Young-Baeck;Lee, Euy-Soo;Oh, Sung-Sang;Koo, Chul-Whoi;Youn, Jong-Tae
    • Journal of the Korean Graphic Arts Communication Society
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    • v.26 no.2
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    • pp.1-13
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    • 2008
  • Printed mottle of coated paper is one of the most common phenomenon and the most difficult problem in offset printing. Offset printing is processed mainly processed by the attractive properties between water and oil, so all inks for off-printing must work with dampening solution(water). It may cause the emulsion on the printing nip from the printing pressure. This study aimed to investigate the effect of emulsified inks on print mottle from emulsified cyan ink by force with each different IP A contents. We measured the print mottle by densitometer and image analysis method. The emulsified inks also give effect to now properties of inks and it caused more ink transfer rate, however, it caused low density of inks. Moreover the emulsified inks were spreaded to around of dots and cause the thinning density on the non-printing area like print mottle. The results showed that the emulsified inks also cause scumming on the printing result with little mistake of adjusting dampening solution and mostly decreasing dot reproduction. So we could find out the obvious effect of emulsified inks to print mottle.

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Character Recognition System using Fast Preprocessing Method (전처리의 고속화에 기반한 문자 인식 시스템)

  • 공용해
    • Journal of Korea Multimedia Society
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    • v.2 no.3
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    • pp.297-307
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    • 1999
  • A character recognition system, where a large amount of character images arrive continuously in real time, must preprocess character images very quickly. Moreover, information loss due to image trans-formations such as geometric normalization and thinning needs to be minimized especially when character images are small and noisy. Therefore, we suggest a prompt and effective feature extraction method without transforming original images. For this, boundary pixels are defined in terms of the degree in classification, and those boundary pixels are considered selectively in extracting features. The proposed method is tested by a handwritten character recognition and a car plate number recognition. The experiments show that the proposed method is effective in recognition compared to conventional methods. And an overall reduction of execution time is achieved by completing all the required processing by a single image scan.

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A Study on the Dynamic Binary Fingerprint Recognition Method using Artificial Intelligence (인공지능기법을 이용한 동적 이진화 지문인식 방법에 관한 연구)

  • Kang, Jong-Yoon;Lee, Joo-Sang;Lee, Jae-Hyun;Kong, Suk-Min;Kim, Dong-Han;Lee, Sang-Bae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.13 no.1
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    • pp.57-62
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    • 2003
  • Among the procedure of automatic fingerprint recognition, binary code is important for the optimum thinning and singular point extraction while reserving the fingerprint image data. Binarization is to convert gray scale images into 0s and 255s values. For this conversion, you should set up the proper threshold value not to lose fingerprint image data. In this paper, we suggest the method to extract the standard threshold in real-time from fingerprint images entered by applying artificial intelligent methods in the binary code procedure. We show improved features while comparing the experiment results with the existing methods.

Defect Detection of Wall Thinned Straight Pipe using Shearography and Lock-in Infrared Thermography (전단간섭계와 적외선열화상을 이용한 감육 직관의 결함검출)

  • Kim, Kyeong-Suk;Jung, Hyun-Chul;Chang, Ho-Seob;Kim, Ha-Sig;La, Sung-Won
    • Journal of the Korean Society for Precision Engineering
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    • v.26 no.11
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    • pp.55-61
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    • 2009
  • The wall thinning defect of nuclear power pipe is mainly occurred by the affect of the flow accelerated corrosion (FAC) of fluid. This type of defect becomes the cause of damage or destruction of in carbon steel pipes. Therefore, it is very important to measure defect which is existed not only on the welding part but also on the whole field of pipe. This study use dual-beam Shearography, which can measure the out-of-plane deformation and the in-plane deformation by using another illuminated laser beam and simple image processing technique. And this study proposes Infrared thermography, which is a two-dimensional non-contact nondestructive evaluation that can detect internal defects from the thermal distribution by the inspection of infrared light radiated from the object surface. In this paper, defect of nuclear power pipe were, measured using dual-beam shearography and infrared thermography, quantitatively evaluated by the analysis of phase map and thermal image pattern.

A Study on the Recognition of Defected Fingerprint Using Chain Code (체인 코드를 이용한 훼손된 지문의 인식에 관한 연구)

  • 조민환
    • Journal of the Korea Society of Computer and Information
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    • v.8 no.4
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    • pp.63-68
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    • 2003
  • Almost the system are usually taken by means of shapes and positions of ridge's end-points and bifurcation in the fingerprint recognition. but we studied about recognition of polluted fingerprint by chain code ridges. the results and sequence of processing are summarized as follows. (1)Capture several kinds of polluted fingerprint image. (2)Preprocessing(median filtering for removing noises, local and global histogram equalization, dilation and erosion, thinning and remove pseudo image), (3)Rebuild ridge line after Least Square Processing, (4)Compute distribution of chain code vector, (5)The results are almost same values of each vector of preprocessed fingerprint images. From the results, we can surmised more successful fingerprints recognition system in combination with other system by singular points

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The Rheological Behaviours for Ink Vehicle According to Molecular Weight of Rosin Modified Phenolic Resin (변성 페놀 수지의 분자량 변화에 따른 잉크 비히클의 물성 변화에 관한 연구)

  • Kim, Tae-Hwan;Kim, Sung-Bin;Lee, Kyu-Il
    • Journal of the Korean Graphic Arts Communication Society
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    • v.23 no.2
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    • pp.1-14
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    • 2005
  • Generally, printing inks are composed of pigment, vehicle and additive. Among others, the vehicle transfers the pigment to substrate and then binds it on the surface. So, rheological properties of the vehicle are an important factor which has influence on printability. Thus, in this study, rheology of the vehicle was investigated by using rotational rheometer according to molecular weight of resin. Also, emlusion rheology of water in oil type and its microstructure were examined with increasing the shear rate. Consequently, the following results were obtained: (1) By viscometric flow test, zero shear viscosity and shear thinning index of vehicle increased with increasing the molecular weight of resin. (2) By relaxation and creep test, relaxation time and retardation time of vehicle increased with increasing the molecular weight of resin. (3) By frequency sweep test, crossover point of vehicle increased with increasing the molecular weight of resin. (4) G' and G" of emlusions increased with increasing the molecular weight by amplitude sweep test. (5) The shape of water drop in emlusions was changed to the capillary tube.

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Robot Arm Recognizing and Drawing Various Line Thicknesses (다양한 선 두께들을 인식하고 그리는 로봇 팔)

  • Jo, Won-Se;Kim, Dong-Han;Rew, Keun-Ho
    • Journal of Institute of Control, Robotics and Systems
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    • v.19 no.12
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    • pp.1105-1110
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    • 2013
  • In this paper, a robot arm capable of recognizing and drawing various line thicknesses is developed. Conventional line drawing robots are not capable of adjusting the thickness of lines. However, to draw faster and to enrich the expression of line drawing robots, it is necessary to adjust line thickness using a brush pen. Simple images are acquired and various line thicknesses are recognized by image processing. Trajectories of lines are generated with distance sorting using thinning and corner point detections for each label. Information on line thickness and trajectory is sent to the controller of a robot arm taking into consideration 2D inverse kinematics. Through this process, the robot arm can draw various lines thicknesses along 2D trajectories with 3 motors. Robot arm for detailed drawing will be studied in the future.