• Title/Summary/Keyword: 강인화

Search Result 720, Processing Time 0.026 seconds

A Study on Face Recognition Using Diretional Face Shape and SOFM (방향성 얼굴형상과 SOFM을 이용한 얼굴 인식에 관한 연구)

  • Kim, Seung-Jae;Lee, Jung-Jae
    • The Journal of the Institute of Internet, Broadcasting and Communication
    • /
    • v.19 no.6
    • /
    • pp.109-116
    • /
    • 2019
  • This study proposed a robust detection algorithm. It detects face more stably with respect to changes in light and rotation for the identification of a face shape. Also it satisfies both efficiency of calculation and the function of detection. The algorithm proposed segmented the face area through pre-processing using a face shape as input information in an environment with a single camera and then identified the shape using a Self Organized Feature Map(SOFM). However, as it is not easy to exactly recognize a face area which is sensitive to light, it has a large degree of freedom, and there is a large error bound, to enhance the identification rate, rotation information on the face shape was made into a database and then a principal component analysis was conducted. Also, as there were fewer calculations due to the fewer dimensions, the time for real-time identification could be decreased.

A Study on Semi-fragile Watermarking for Robust Authentication on Image Compression (영상압축에 강인한 변질검증 워터마킹에 관한 연구)

  • Ahn, Sung-Cheol;Lee, Kyoung-Hak;Park, Hwa-Bum;Ko, Hyung-Hwa
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.31 no.12C
    • /
    • pp.1165-1172
    • /
    • 2006
  • The rapid progress of the software has enabled individuals to copy and remark digital contents, which was only done by professionals. As a solution for the problems, contents producer needs to have certification and inspection of its contents and hold the proprietary right. A fragile watermarking method is able to detect the distortion and damage of watermarked image, but the watermark is also fragile on standardized image compression. That is the problem of fragile watermarking technique. We propose semi-fragile watermarking technique that is robust in the image processing such as JPEG compression used on computer, but it is fragile on the addition of noise and other attacks. In the proposed method, we can generate the watermarks of an image from the relationship between two block coefficients, also the generated watermark is inserted into insensible part of HVS(Human Visual System) after processing DCT(Discrete Cosine Transform) and using quantization. As a result, on the spatial domain, high detection of distortion has been possible even in slight changes, and could detect the corrupted blocks on image. Therefore, it is simple to judge the pixels at which some location has been changed in the space.

Hand Shape Detection and Recognition using Self Organized Feature Map(SOMF) and Principal Component Analysis (자기 조직화 특징 지도(SOFM)와 주성분 분석을 이용한 손 형상 검출 및 인식)

  • Kim, Kyoung-Ho;Lee, Kee-Jun
    • The Journal of the Korea Contents Association
    • /
    • v.13 no.11
    • /
    • pp.28-36
    • /
    • 2013
  • This study proposed a robust detection algorithm. It detects hands more stably with respect to changes in light and rotation for the identification of a hand shape. Also it satisfies both efficiency of calculation and the function of detection. The algorithm proposed segmented the hand area through pre-processing using a hand shape as input information in an environment with a single camera and then identified the shape using a Self Organized Feature Map(SOFM). However, as it is not easy to exactly recognize a hand area which is sensitive to light, it has a large degree of freedom, and there is a large error bound, to enhance the identification rate, rotation information on the hand shape was made into a database and then a principal component analysis was conducted. Also, as there were fewer calculations due to the fewer dimensions, the time for real-time identification could be decreased.

Improvement of Toughness of Tetrafunctional Epoxy (TGDDM) Resin Using Polyamideimide (PAI) Resin (폴리아미드이미드 수지를 이용한 4관능성 에폭시 수지의 강인화 향상)

  • 박수진;허건영;이재락;홍영택;최길영
    • Polymer(Korea)
    • /
    • v.26 no.5
    • /
    • pp.599-606
    • /
    • 2002
  • In this study, 4,4'-tetraglycidyl diaminodiphenyl methane (TGDDM)/polyamideimide (PAI) blends were cured using diaminodiphenyl sulfone (DDS). And the effect of addition of different PAI contents to neat TGDDM was investigated in the thermal, mechanical, and morphological properties of the blends. The cure behavior and thermal stability of the cured specimens were monitored by differential scanning calorimetry (DSC) and thermogravimetric analysis (TGA), respectively. Also, the critical stress intensity factor (K$\_$IC/) was measured in UTM, and the phase separation behavior and final morphology of TGDDM/PAI blends were examined in scanning electron microscopy(SEM). As a result, the cure temperature and cure activation energy (E$\_$a/) were decreased with increasing the PAI content. The decreasing of cure temperature and cure activation energy were probably due to the presence of secondary amine group of PAI backbone used as co-initiator. But, the decomposition activation energy (E$\_$t/) and K$\_$IC/ value were increased up to 5. 10 phr of PAI content, respectively and they were decreased above the PAI contents. These results were explained on the basis of chain scission reaction by etherification. And morphology of blends observed from SEM was confirmed in co-continuous structures.

Robust Scheme of Segmenting Characters of License Plate on Irregular Illumination Condition (불규칙 조명 환경에 강인한 번호판 문자 분리 기법)

  • Kim, Byoung-Hyun;Han, Young-Joon;Hahn, Hern-Soo
    • Journal of the Korea Society of Computer and Information
    • /
    • v.14 no.11
    • /
    • pp.61-71
    • /
    • 2009
  • Vehicle license plate is the only way to check the registrated information of a vehicle. Many works have been devoted to the vision system of recognizing the license plate, which has been widely used to control an illegal parking. However, it is difficult to correctly segment characters on the license plate since an illumination is affected by a weather change and a neighboring obstacles. This paper proposes a robust method of segmenting the character of the license plate on irregular illumination condition. The proposed method enhance the contrast of license plate images using the Chi-Square probability density function. For segmenting characters on the license plate, binary images with the high quality are gained by applying the adaptive threshold. Preprocessing and labeling algorithm are used to eliminate noises existing during the whole segmentation process. Finally, profiling method is applied to segment characters on license plate from binary images.

A Study on A Biometric Bits Extraction Method Using Subpattern-based PCA and A Helper Data (영역기반 주성분 분석 방법과 보조정보를 이용한 얼굴정보의 비트열 변환 방법)

  • Lee, Hyung-Gu;Jung, Ho-Gi
    • Journal of the Institute of Electronics Engineers of Korea SP
    • /
    • v.47 no.5
    • /
    • pp.183-191
    • /
    • 2010
  • Unique and invariant biometric characteristics have been used for secure user authentication. Storing original biometric data is not acceptable due to privacy and security concerns of biometric technology. In order to enhance the security of the biometric data, the cancelable biometrics was introduced. Using revocable and non-invertible transformation, the cancelable biometrics can provide a way of more secure biometric authentication. In this paper, we present a new cancelable bits extraction method for the facial data. For the feature extraction, the Subpattern-based Principle Component Analysis (PCA) is adopted. The Subpattern-based PCA divides a whole image into a set of partitioned subpatterns and extracts principle components from each subpattern area. The feature extracted by using Subpattern-based PCA is discretized with a helper data based method. The elements of the obtained bits are evaluated and ordered according to a measure based on the fisher criterion. Finally, the most discriminative bits are chosen as the biometric bits string and used for authentication of each identity. Even if the generated bits string is compromised, new bits string can be generated simply by changing the helper data. Because, the helper data utilizes partial information of the feature, the proposed method does not reveal privacy sensitive biometric information of the user. For a security evaluation of the proposed method, a scenario in which the helper is compromised by an adversary is also considered.

Adaptive Transmission of Scalable Video using RAPTOR Code (계층화 비디오의 RAPTOR 부호화를 통한 적응적 전송 방법)

  • Choi, Beom-Seok;Park, Gwang-Hoon;Kim, Kyu-Heon;Suh, Doug-Young
    • Proceedings of the Korean Society of Broadcast Engineers Conference
    • /
    • 2008.11a
    • /
    • pp.157-160
    • /
    • 2008
  • 본 논문에서는 Raptor 코드를 이용하여 계층화 비디오를 적응적으로 전송하는 방법을 보여 준다. 클라이언트는 정보를 수신 할 뿐만 아니라 수신한 정보를 다른 클라이언트와 교환함으로서 서버 의존도를 줄여 손실 상황에 대한 강인함을 지니게 된다. Raptor code의 특징을 이용하여 peer-to-peer 환경에서 효율적인 비디오 전송이 가능하다. 이러한 방법을 이용하여 실시간 UCC 비디오와 같은 콘텐츠를 자원이 제한적인 환경에서도 효율적으로 전송 할 수 있는 방법을 보인다.

  • PDF

Head Pose Classification using Multi-scale Block LBP and Random Forest (다중 크기 블록 지역 이진 패턴을 이용한 랜덤 포레스트 기반의 머리 방향 분류 기법)

  • Kang, Minjoo;Lee, Hayeon;Kang, Je-Won
    • Proceedings of the Korean Society of Broadcast Engineers Conference
    • /
    • 2016.06a
    • /
    • pp.253-255
    • /
    • 2016
  • 본 논문에서는 다중 지역 이진 패턴(Multi-scale Bock LBP, MB-LBP) 특징과 랜덤 포레스트에 기반한 새로운 기법의 머리 방향 분류 기법을 제안한다. 제안 기법에서는 occlusion 과 조명의 변화에 강인한 분류 정확도를 얻기 위해서 랜덤화된 트리를 학습하는 것을 목표로 한다. 우선, 얼굴 이미지로부터 많은 MB-LBP 특징을 추출하고, 얼굴 영상들을 랜덤하게 입력하고 MB-LBP 크기 파라미터와 같은 랜덤 특징과 블록 좌표들을 사용하여 트리를 생성한다. 게다가 각 노드에서 정보 이득을 최대화 하는 트리의 내부 노드를 생성하기 위해서 uniform LBP 의 특성을 고려한 분할 함수를 개발한다. 랜덤화된 트리는 랜덤 포레스트에 포함되어 있으며 마지막 결정단계에서 Maximum-A-Posteriori criterion 으로 최종 결정을 한다. 실험 결과는 제안 기법이 다양한 조명, 자세, 표현, occlusion 상황에서 기존의 방법보다 개선된 성능으로 머리 방향을 분류 할 수 있음을 보여준다.

  • PDF

Dimension Reduction Method of Feature Vector for Real-Time Adaptation of Voice Activity Detection (음성 구간 검출기의 실시간 적응화를 위한 특징 벡터의 차원 축소 방법)

  • Kim Pyoung-Hwan;Han Hag-Yong;Kim Chang-Keun;Koh Si-Young;Hur Kang-In
    • Proceedings of the Acoustical Society of Korea Conference
    • /
    • spring
    • /
    • pp.53-56
    • /
    • 2004
  • 본 논문은 잡음 환경하에서 특징 벡터의 차원 축소를 통한 음성 구간 검출에 관한 연구이다. 음성/비음성 분류는 통계적 모델을 이용한 분류-기반 방법을 사용한다. 검출기에서 실시간 적응화를 위해 우도-기반의 특징 벡터에 대한 차원 축소 방법을 제안한다. 이 방법은 음성/비음성 클래스에 대한 가우시안 확률 밀도 함수에 의한 비선형적 우도값을 새로운 특징으로 취하는 방법이다. 음성/비음성 결정은 우도비 검증(Likelihood Ratio Test)의 방법을 이용하며, LDA(Linear Discriminant Analys)에 의한 축소 결과와 성능을 비교한다. 실험 결과 제안된 차원 축소 방법을 통하여 2차원으로 축소된 특징 벡터가 고차원에서의 결과와 대등함을 확인하였다.

  • PDF

Design and characteristics analysis 4/2 and 6/4 SRM for high-speed air blower (고속 에어블로워용 4/2, 6/4 SRM 설계 및 특성 해석)

  • Ahn, Soo-yong;Lee, Dong-hee;Ahn, Jin-woo
    • Proceedings of the KIPE Conference
    • /
    • 2017.11a
    • /
    • pp.201-202
    • /
    • 2017
  • 스위치드 릴럭턴스 전동기(Switched Reluctance Motor, 이하 SRM)은 간단한 구조와 기계적 강인성, 넓은 속도 범위를 사용할 수 있다는 장점이 있다. 하지만, SRM을 산업분야에 적용하기 위해서는 각각의 설계 변수에 따른 성능 변화에 대한 연구가 부족한 실정이며, 기기의 소형화에 대한 연구가 진행되어지고 있다. 본 논문에서는 2상 4/2극 SRM과 3상 6/4 SRM을 설계 하며, 2상 4/2극 SRM의 경우 스테퍼 회전자의 극호각과 스테퍼의 높이를 변수로 지정하여 성능을 확인하며, 3상 6/4극 SRM의 경우 2상 4/2 SRM 전동기 대비 기기의 소형화를 중점으로 설계 및 특성 해석을 수행하였다.

  • PDF