• Title/Summary/Keyword: pattern recognition

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Enhanced Knock Code Authentication with High Security and Improved Convenience

  • Jang, Yun-Hwan;Park, Yongsu
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.9
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    • pp.4560-4575
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    • 2018
  • Since smartphone contains various personal data, security is one of the important aspects in smartphone technologies. Up to now, various authentication techniques have been proposed to protect smartphones. The pattern lock on the Android system is one of the most widely used authentication methods for low-cost devices but it is known to be vulnerable to smudge attack or shoulder surfing attack. LG's smartphone uses its own technique, which is called "Knock Code." The knock code completes the authentication by touching the user defined area in turn on the screen. In this paper, we propose the new, enhanced version of knock code by adding the sliding operation and by using flexible area recognition. We conducted security analysis, which shows that under the same password size, the search space is overwhelmingly larger than the original algorithm. Also, by using the sliding operation, the proposed scheme shows resilience against smudge attacks. We implemented the prototype of our scheme. Experimental results show that compared with the original Knock Code and Android pattern lock, our scheme is more convenient while providing better security.

Pattern Analysis of Volatile Components for Domestic and Imported Angelica gigas Nakai Using GC Based on SAW Sensor (SAW센서를 바탕으로한 GC를 이용한 국내산 및 수입산 당귀의 향기 패턴분석)

  • Noh, Bong-Soo;Oh, Se-Yeon;Kim, Su-Jeong
    • Korean Journal of Food Science and Technology
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    • v.35 no.1
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    • pp.144-148
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    • 2003
  • Volatile components were detected from domestic and imported Angelica gigas Nakai without any pretreatment using GC based on Surface Acoustic Wave (SAW) sensor. This system produced a frequency proportional to the amount of column effluent deposited on the SAW sensor. Discrimination between domestic and imported Angelica gigas Nakai was achieved through recognition of visual pattern using $VaporPrint^{TM}$ derived from frequency and chromatogram of GC-SAW sensor.

Recognizing User Engagement and Intentions based on the Annotations of an Interaction Video (상호작용 영상 주석 기반 사용자 참여도 및 의도 인식)

  • Jang, Minsu;Park, Cheonshu;Lee, Dae-Ha;Kim, Jaehong;Cho, Young-Jo
    • Journal of Institute of Control, Robotics and Systems
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    • v.20 no.6
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    • pp.612-618
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    • 2014
  • A pattern classifier-based approach for recognizing internal states of human participants in interactions is presented along with its experimental results. The approach includes a step for collecting video recordings of human-human interactions or humanrobot interactions and subsequently analyzing the videos based on human coded annotations. The annotation includes social signals directly observed in the video recordings and the internal states of human participants indirectly inferred from those observed social signals. Then, a pattern classifier is trained using the annotation data, and tested. In our experiments on human-robot interaction, 7 video recordings were collected and annotated with 20 social signals and 7 internal states. Several experiments were performed to obtain an 84.83% recall rate for interaction engagement, 93% for concentration intention, and 81% for task comprehension level using a C4.5 based decision tree classifier.

A Paradigm for the Semiotical Interpretation of Rimmed Make-up (림드 메이크업의 기호해석 패러다임)

  • Kim, Hyun-Mi;Jang, Ae-Ran
    • Journal of the Korean Society of Costume
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    • v.61 no.10
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    • pp.32-41
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    • 2011
  • The purpose of this study is to prove an importance of systemic analysis paradigm to interpret fashion make-up. This research employed 'paradigm for interpretation of fashion make-up signs' theory to analyze data. This theory consists of three steps to interpret the meaning of a work: (1) recognition of form, (2) analysis of connotation meanings, and (3) analysis of symbolic meanings and communication. The results of this study were as follows. Jean Paul Gaultier's eye make-up uses a square pattern that mostly consists of the color black. He presents a Glam Rock image by using rimmed make-up that portrays an avant-garde and a nonmainstream culture. Jean Paul Gaultier's make-up was showing black color and square eye pattern and was presenting Glam Rock image and was a rimmed make-up meaning a nonmainstream culture and Avant-garde symbolically. Chanel's make-up emphasizes the eyehole with the rimmed technique by applying the make-up of Marchesa Casati and including non-popularity, Limited Marketing symbolically. Christian Dior's make-up applies the representative make-up of Joan of Arc and Siouxsie sioux and also uses rimmed make-up to portray the meaning of religion persecution, the dark-ages militarism and including Humanism symbolically.

A Study on Vision System for High Precision Alignment of Large LCD Flat Panel Display (LCD 대평판 고정밀 얼라인먼트를 위한 비전 시스템 연구)

  • Cho, Sung-Man;Song, Chun-Sam;Kim, Joon-Hyun;Kim, Jong-Hyeong
    • Journal of Institute of Control, Robotics and Systems
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    • v.15 no.9
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    • pp.909-915
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    • 2009
  • This work is to develop a vision system for high precision alignment between upper and lower plates required at the imprinting process of the large LCD flat panel. We compose a gantry-stage that has highly repeated accuracy for high precision alignment and achieves analysis about thermal transformations of stage itself. Position error in the stage is corrected by feedback control from the analysis. This system can confirm alignment mark of upper and lower plates by using two cameras at a time for the alignment of two plates. Pattern matching that uses geometric feature is proposed to consider the recognition problem for alignment mark of two plates. It is algorithm to correct central point and angle for the alignment from the recognized mark of upper and lower plates based on the special characteristics. At the alignment process, revision for error position is performed through Look and Move techniques.

A Study on Recognition and Consumption about Instant Food of Homemakers in Inchon (주부의 가공식품에 대한 인식 및 소비 연구 -인천 지역을 중심으로-)

  • 이강자
    • Journal of the East Asian Society of Dietary Life
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    • v.5 no.3
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    • pp.299-307
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    • 1995
  • This study was surveyed concept and consumption for Instant foods by homemakers in Inchon city. The result of study were as follows. 1. In the view of integral numberized high, middle, low, high group reached 19.2%, middle was 50.2% and low showed 30.1%. As higher their ages up, the point was high. 2. Their concept of instant food is close to 'convenience' and 'time saving' but far from 'good for health', 'high nutrition' and 'safe sanitation'. 3. Divied into two groups with positive and negative, which proved their concept of Instant foods as 57.5% positively. Negative group which has negative concept for instant food has a good dietary pattern, Positive group which consists of low ages and high income showed positive attitute for instant fodds. 4. Consumption of bred, noodles and soybean sourecs is little bit higher than other items. Consumption by the group which has low ages, highly educated, having small number of children proved high percentage. Also, the group which has good dietary pattern showed low consumption of instant foods comparing to other group. 5. According to the relation between concept and consumption of the instant foods the group that conceives instant foods positive consumes higher than the group which has negative concept.

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A Study on the Change of Underclothes Culture by Patterns of Wearing (옷입기 양식을 통해 본 속옷문화의 변화)

  • 김미영;박부진;한명숙
    • The Research Journal of the Costume Culture
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    • v.6 no.3
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    • pp.111-125
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    • 1998
  • What human beings wear is closely related to how they conceptualize their bodies and how they classify the group they belong to and the way they wear their cloth s an important cultural element that shows wearers' awareness and social relationship. Especially, underclothes reflect unrevealed cultural inside of the society more abundantly than outer wear do. Through such characteristics of underclothes, we are able to better understand inherent order of culture. This study si to understand the characteristics and changes of Korean culture by reviewing the convention of underclothes wearing that takes important role in clothing without being explicitly revealed. For this study, in addition to biblical review of under clothes of traditional societies, a total of 301 college students aging from 19 to 28, who are the most open to accepting new cultures and changes, residing in Seoul area were participant. Questionnaire consists of open-ended questions of underclothes terms, kinds, why they wear, items of wearing, how they obtained, how they take care of, etc. In conclusion, changes in cultural meaning of underclothes analyzed through convention of underclothes wearing are as follows; 1) changes in wearing pattern implies changes in functions of underclothes and changes in members' roles and values in a society; 2) changes in recognition of underclothes are related to the changes in awareness of sex; 3) consumer behaviour of underclothes represents a part of information culture; 4) changes in the pattern of maintaining underclothes show that differentiation of sex role in household tasks is decreased.

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A noncontact optical roughness measurement technique of ground surface by light scattering (광산란을 이용한 연삭표면의 비접촉식 광학적 조도측정기술)

  • 임동열;김승우
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.12 no.6
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    • pp.1303-1311
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    • 1988
  • Described is method for development of an optical roughness measurement sensor for in-subequality assurance in the precision grinding. Main approach is made based upon the Brckmann's light scattering theory, in which general solutions of the optical scattering behaviour are given under many simplifying assumptions on the model of the surfaces illuminated. For the ground surface, the assumptions are verified through computer simulation and experimental work in order to examine the validity of Beckmann's theory on predicting the optical responses according to the roughness variation. As a result, an optical monitoring strategy is derived which can evaluate the roughness value of the ground surface by statistically detecting the pattern of intensity distribution of the scattered light. Finally, the strategy is proven by comparing with the results using the stylus method.

An Improved Texture Feature Extraction Method for Recognizing Emphysema in CT Images

  • Peng, Shao-Hu;Nam, Hyun-Do
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.24 no.11
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    • pp.30-41
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    • 2010
  • In this study we propose a new texture feature extraction method based on an estimation of the brightness and structural uniformity of CT images representing the important characteristics for emphysema recognition. The Center-Symmetric Local Binary Pattern (CS-LBP) is first used to combine gray level in order to describe the brightness uniformity characteristics of the CT image. Then the gradient orientation difference is proposed to generate another CS-LBP code combining with gray level to represent the structural uniformity characteristics of the CT image. The usage of the gray level, CS-LBP and gradient orientation differences enables the proposed method to extract rich and distinctive information from the CT images in multiple directions. Experimental results showed that the performance of the proposed method is more stable with respect to sensitivity and specificity when compared with the SGLDM, GLRLM and GLDM. The proposed method outperformed these three conventional methods (SGLDM, GLRLM, and GLDM) 7.85[%], 22.87[%], and 16.67[%] respectively, according to the diagnosis of average accuracy, demonstrated by the Receiver Operating Characteristic (ROC) curves.

Durability Evaluation of Stainless Steel Conductive Yarn under Various Sewing Method by Repeated Strain and Abrasion Test (반복신장 및 마모강도시험을 통한 봉제방법에 따른 스테인리스 스틸 전도사의 내구성 평가)

  • Jung, Imjoo;Lee, Sunhee
    • Journal of the Korean Society of Clothing and Textiles
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    • v.42 no.3
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    • pp.474-485
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    • 2018
  • Smart sensors and connected devices have changed the concept of garments along with IT technology convergent garments that transform the performance of basic functions. Various types of products have been researched and developed due to the increased interest in smart clothing; in addition, studies based on physical and mechanical properties have also been actively studied to improve accuracy and reliability. This study represents a basic study for the development of smart textiles based on motion recognition for the surfing practice of beginners interested in IT convergence type. A physical durability evaluation of conductive yarn according to sewing method was later carried out. This study is a conditional specimen sewn with cotton lower thread and 100mm pattern length based on the results of previous studies. The durability of the conductive yarn according to the sewing method was evaluated according to the sewing method. Durability was evaluated by two kinds of repeated strain and abrasion tests. The specimen with applied cotton in a lower thread zigzag pattern 2mm stitch size 100mm stitch length was shown to have the most suitable durability for smart textile.