• 제목/요약/키워드: normal embedding

검색결과 53건 처리시간 0.023초

New reinforcement algorithms in discontinuous deformation analysis for rock failure

  • Chen, Yunjuan;Zhu, Weishen;Li, Shucai;Zhang, Xin
    • Geomechanics and Engineering
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    • 제11권6호
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    • pp.787-803
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    • 2016
  • DDARF (Discontinuous Deformation Analysis for Rock Failure) is a numerical algorithm for simulating jointed rock masses' discontinuous deformation. While its reinforcement simulation is only limited to end-anchorage bolt, which is assumed to be a linear spring simply. Here, several new reinforcement modes in DDARF are proposed, including lining reinforcement, full-length anchorage bolt and equivalent reinforcement. In the numerical simulation, lining part is assigned higher mechanical strength than surrounding rock masses, it may include multiple virtual joints or not, depending on projects. There must be no embedding or stretching between lining blocks and surrounding blocks. To realize simulation of the full-length anchorage bolt, at every discontinuity passed through the bolt, a set of normal and tangential spring needs to be added along the bolt's axial and tangential direction. Thus, bolt's axial force, shearing force and full-length anchorage effect are all realized synchronously. And, failure criterions of anchorage effect are established for different failure modes. In the meantime, from the perspective of improving surrounding rock masses' overall strength, a new equivalent and tentative simulation method is proposed, it can save calculation storage and improve efficiency. Along the text, simulation algorithms and applications of these new reinforcement modes in DDARF are given.

Optimization-based Image Watermarking Algorithm Using a Maximum-Likelihood Decoding Scheme in the Complex Wavelet Domain

  • Liu, Jinhua;Rao, Yunbo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권1호
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    • pp.452-472
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    • 2019
  • Most existing wavelet-based multiplicative watermarking methods are affected by geometric attacks to a certain extent. A serious limitation of wavelet-based multiplicative watermarking is its sensitivity to rotation, scaling, and translation. In this study, we propose an image watermarking method by using dual-tree complex wavelet transform with a multi-objective optimization approach. We embed the watermark information into an image region with a high entropy value via a multiplicative strategy. The major contribution of this work is that the trade-off between imperceptibility and robustness is simply solved by using the multi-objective optimization approach, which applies the watermark error probability and an image quality metric to establish a multi-objective optimization function. In this manner, the optimal embedding factor obtained by solving the multi-objective function effectively controls watermark strength. For watermark decoding, we adopt a maximum likelihood decision criterion. Finally, we evaluate the performance of the proposed method by conducting simulations on benchmark test images. Experiment results demonstrate the imperceptibility of the proposed method and its robustness against various attacks, including additive white Gaussian noise, JPEG compression, scaling, rotation, and combined attacks.

레이저 빔 시인성 향상을 위한 산란입자가 분산된 Black Matrix (Black Matrix with Scattering Particles for the Enhancement of Visibility of Laser Beam)

  • 박준범;신동균;한승조;박종운
    • 반도체디스플레이기술학회지
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    • 제16권4호
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    • pp.36-40
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    • 2017
  • With an attempt to enhance the visibility of laser beam, we have investigated a black matrix with scattering particles by ray tracing simulations. As the scattering particle density is increased, the detected power by the receiver is increased, thereby enhancing the visibility. In reality, the visibility is reduced with increasing incident angle (away from the normal incidence) of laser beam, a phenomenon also observed by ray tracing simulations. It is due to the fact that the mean path is increased within a highly absorptive BM layer or a smaller number of rays hit the BM area when the incident angle is high. Embedding a number of scattering particles into BM may bring in crosstalk among pixels. However, it is negligible because scattered rays inside highly absorptive BM are re-scattered due to the high scattering particle density, decreasing the power of scattered rays into the active areas.

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사전 소프트웨어 워터마크 기술 기반 (Dictionary Based Software Watermarking Technique)

  • 지샨 빠르웨즈;이승룡;구교호
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2009년도 추계학술발표대회
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    • pp.241-242
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    • 2009
  • As software is becoming increasing important to the human society, so does the effort to produce them is also increasing.. All of these efforts can be at risk when source code of the application is reverse engineered by the software pirate. Many attempts have been made to protect Intellectual Property Rights (IPR); one of the newest attempts to protect IPR is software watermarking. It is used to prove ownership right when IPR are violated, and also prevents the bandit from altering the code for his own use. In this paper we are presenting a new technique for software watermarking know as Dictionary Based Software Watermarking (DBSW). DBSW works by embedding dummy instructions in source code with the help of predefined mapping already available in the dictionary. These instructions are identical to the normal instructions of the program and are hard to identify or to extract from the watermarked program. With the help of DBSW we not only can stop source code alteration but can also identify the buyer how has distributed the pirated copy.

Production of Chimera by Embryos Aggregation Techniques in Bovine - Review-

  • Suzuki, T.
    • Asian-Australasian Journal of Animal Sciences
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    • 제14권8호
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    • pp.1188-1195
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    • 2001
  • A tetraparental chimeric bull was successfully produced by aggregating bovine IVF embryos of F1 (female Holstein${\times}$male Japanese Black) and F1(female Japanese Brown${\times}$male Limousin) and culturing in vitro without the zona pellucida at Yamaguchi Research Station in Japan. In the microsatellite genotyping, 12% (28/228) microsatellite primer sets ware potentially useful for this parentage analysis in the chimeric bull, 78.6% (22/28) of microsatellite present in the chimeric bull were uniquely contributed from the Japanese Black and 21.4% (6/28) from Limousin. This chimeric bull semen was used in producing IVF embryos. The chromosome preparations were made from peripheral lymphocytes. Based on chromosome analysis the Chimera had apparently normal chromosomes (29 acrocentric pairs, one large sub metacentric X chromosome and one small sub metacentric Y chromosome). The proportion of acrosome reacted spermatozoa after 1 h of incubation was higher (p<0.01) with the Chimera than with the Holstein and in Japanese Brown bulls. But did not differ from Japanese Black and Limousin bull sperm. Fertilization rates observed after 5 h of sperm-oocyte incubation with Chimera sperm were higher (p<0.05) than with Japanese Brown and (p<0.01) than with Holstein sperm, but did not differ from Japanese Black and Limousin sperm. The cleavage rates of IVF oocytes inseminated with Chimera sperm were also higher (p<0.001) compared with Holstein, (p<0.01) Japanese Brown and (p<0.05) Limousin, but did not differ from Japanese Black sperm. The blastocyst rates of IVM oocytes inseminated with sperm were higher (p<0.05) than in Limousin, Japanese Brown and Holstein, but did not differ from Japanese Black. Chimeric cattles were produced by aggregation of parthenogenetic (Japanese Brown) and in vitro fertilized (Holstein) bovine embryos at the Yamaguchi Research Station in Japan and by aggregation of parthenogenetic (Red Angus) and in vitro fertilized (Holstein) embryos at the St. Gabriel Research Station in Louisiana. The aggregation rate of the reconstructed demi-embryos cultured in vitro without agar embedding was significantly lower than with agar embedding. The aggregation was also lower when the aggregation resulted from a whole parthenogenetic and IVF-derieved embryos cultured without agar than when cultured with agar. The development rate to blastocysts, however, was not different among the treatment. To verify parthenogenetic and the cells derieved from the male IVF embryos in blastocyst formation, 51 embryos were karyotyped, resulting in 27 embryos having both XX and XY chromosome plates in the same sample, 14 embryos with XY and 10 embryos with XX. The viability and the percentage of zonafree chimeric embryos at 24 h following cryopreservation in EG plus T with 10% PVP were significantly greater than those cryopreserved without PVP. Pregnancies were diagnosed in both stations after the transfer of chimeric blastocysts. Twin male and single chimeric calves were delivered at the Yamaguchi station, with each having both XX and XY chromosomes detected. Three pregnancies resulted from the transfer of 40 chimeric embryos at the Louisiana station. Two pregnancies were Jost prior to 4 months and one phenotypically chimeric viable male born.

비지도 학습 기반의 임베딩과 오토인코더를 사용한 침입 탐지 방법 (Intrusion Detection Method Using Unsupervised Learning-Based Embedding and Autoencoder)

  • 이준우;김강석
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제12권8호
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    • pp.355-364
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    • 2023
  • 최근 지능화된 사이버 위협이 지속적으로 증가함에 따라 기존의 패턴 혹은 시그니처 기반의 침입 탐지 방식은 새로운 유형의 사이버 공격을 탐지하는데 어려움이 있다. 따라서 데이터 학습 기반 인공지능 기술을 적용한 이상 징후 탐지 방법에 관한 연구가 증가하고 있다. 또한 지도학습 기반 이상 탐지 방식은 학습을 위해 레이블 된 이용 가능한 충분한 데이터를 필요로 하기 때문에 실제 환경에서 사용하기에는 어려움이 있다. 최근에는 정상 데이터로 학습하고 데이터 자체에서 패턴을 찾아 이상 징후를 탐지하는 비지도 학습 기반의 방법에 대한 연구가 활발히 진행되고 있다. 그러므로 본 연구는 시퀀스 로그 데이터로부터 유용한 시퀀스 정보를 보존하는 잠재 벡터(Latent Vector)를 추출하고, 추출된 잠재 벡터를 사용하여 이상 탐지 학습 모델을 개발하는데 있다. 각 시퀀스의 특성들에 대응하는 밀집 벡터 표현을 생성하기 위하여 Word2Vec을 사용하였으며, 밀집 벡터로 표현된 시퀀스 데이터로부터 잠재 벡터를 추출하기 위하여 비지도 방식의 오토인코더(Autoencoder)를 사용하였다. 개발된 오토인코더 모델은 시퀀스 데이터에 적합한 순환신경망 GRU(Gated Recurrent Unit) 기반의 잡음 제거 오토인코더, GRU 네트워크의 제한적인 단기 기억문제를 해결하기 위한 1차원 합성곱 신경망 기반의 오토인코더 및 GRU와 1차원 합성곱을 결합한 오토인코더를 사용하였다. 실험에 사용된 데이터는 시계열 기반의 NGIDS(Next Generation IDS Dataset) 데이터이며, 실험 결과 GRU 기반의 오토인코더나, 1차원 합성곱 기반의 오토인코더를 사용한 모델보다 GRU와 1차원 합성곱을 결합한 오토인코더가 훈련 데이터로부터 유용한 잠재 패턴을 추출하기 위한 학습 시간적 측면에서 효율적이었고 이상 탐지 성능 변동의 폭이 더 작은 안정된 성능을 보였다.

Wearable Computers

  • Cho, Gil-Soo;Barfield, Woodrow;Baird, Kevin
    • 섬유기술과 산업
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    • 제2권4호
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    • pp.490-508
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    • 1998
  • One of the latest fields of research in the area of output devices is tactual display devices [13,31]. These tactual or haptic devices allow the user to receive haptic feedback output from a variety of sources. This allows the user to actually feel virtual objects and manipulate them by touch. This is an emerging technology and will be instrumental in enhancing the realism of wearable augmented environments for certain applications. Tactual displays have previously been used for scientific visualization in virtual environments by chemists and engineers to improve perception and understanding of force fields and of world models populated with the impenetrable. In addition to tactual displays, the use of wearable audio displays that allow sound to be spatialized are being developed. With wearable computers, designers will soon be able to pair spatialized sound to virtual representations of objects when appropriate to make the wearable computer experience even more realistic to the user. Furthermore, as the number and complexity of wearable computing applications continues to grow, there will be increasing needs for systems that are faster, lighter, and have higher resolution displays. Better networking technology will also need to be developed to allow all users of wearable computers to have high bandwidth connections for real time information gathering and collaboration. In addition to the technology advances that make users need to wear computers in everyday life, there is also the desire to have users want to wear their computers. In order to do this, wearable computing needs to be unobtrusive and socially acceptable. By making wearables smaller and lighter, or actually embedding them in clothing, users can conceal them easily and wear them comfortably. The military is currently working on the development of the Personal Information Carrier (PIC) or digital dog tag. The PIC is a small electronic storage device containing medical information about the wearer. While old military dog tags contained only 5 lines of information, the digital tags may contain volumes of multi-media information including medical history, X-rays, and cardiograms. Using hand held devices in the field, medics would be able to call this information up in real time for better treatment. A fully functional transmittable device is still years off, but this technology once developed in the military, could be adapted tp civilian users and provide ant information, medical or otherwise, in a portable, not obstructive, and fashionable way. Another future device that could increase safety and well being of its users is the nose on-a-chip developed by the Oak Ridge National Lab in Tennessee. This tiny digital silicon chip about the size of a dime, is capable of 'smelling' natural gas leaks in stoves, heaters, and other appliances. It can also detect dangerous levels of carbon monoxide. This device can also be configured to notify the fire department when a leak is detected. This nose chip should be commercially available within 2 years, and is inexpensive, requires low power, and is very sensitive. Along with gas detection capabilities, this device may someday also be configured to detect smoke and other harmful gases. By embedding this chip into workers uniforms, name tags, etc., this could be a lifesaving computational accessory. In addition to the future safety technology soon to be available as accessories are devices that are for entertainment and security. The LCI computer group is developing a Smartpen, that electronically verifies a user's signature. With the increase in credit card use and the rise in forgeries, is the need for commercial industries to constantly verify signatures. This Smartpen writes like a normal pen but uses sensors to detect the motion of the pen as the user signs their name to authenticate the signature. This computational accessory should be available in 1999, and would bring increased peace of mind to consumers and vendors alike. In the entertainment domain, Panasonic is creating the first portable hand-held DVD player. This device weight less than 3 pounds and has a screen about 6' across. The color LCD has the same 16:9 aspect ratio of a cinema screen and supports a high resolution of 280,000 pixels and stereo sound. The player can play standard DVD movies and has a hour battery life for mobile use. To summarize, in this paper we presented concepts related to the design and use of wearable computers with extensions to smart spaces. For some time, researchers in telerobotics have used computer graphics to enhance remote scenes. Recent advances in augmented reality displays make it possible to enhance the user's local environment with 'information'. As shown in this paper, there are many application areas for this technology such as medicine, manufacturing, training, and recreation. Wearable computers allow a much closer association of information with the user. By embedding sensors in the wearable to allow it to see what the user sees, hear what the user hears, sense the user's physical state, and analyze what the user is typing, an intelligent agent may be able to analyze what the user is doing and try to predict the resources he will need next or in the near future. Using this information, the agent may download files, reserve communications bandwidth, post reminders, or automatically send updates to colleagues to help facilitate the user's daily interactions. This intelligent wearable computer would be able to act as a personal assistant, who is always around, knows the user's personal preferences and tastes, and tries to streamline interactions with the rest of the world.

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소형 포토닉 밴드갭 구조를 이용한 마이크로스트립 안테나의 성능 향상 (Improved Performance of Microstrip Antenna using the Compact Photonic Band-gap Structures)

  • 김영두;이홍민
    • 대한전자공학회논문지TC
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    • 제43권5호
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    • pp.147-155
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    • 2006
  • 본 논문에서는 Mushroom 형태 PBG 구조의 소형화 특성 개선을 위한 새로운 주기 구조를 제안하였다. 이러한 기술적 방법은 기존 유전체 기판의 두께와 전체적인 상부 패치의 크기 증가 없이 단위 주기 구조의 등가 커패시턴스 증가를 위한 구조 변형에 기반을 두고 있다. 또한 소형화된 PBG 구조의 부설에 의해 안테나의 표면파 억제를 위한 새로운 구조를 제안하였다. 기존 패치 안테나와 소형 Mushroom PBG 구조가 부설된 패치 안테나의 방사 패턴과 이득 비교를 통해서 표면파 억제가 효과적으로 이루어졌음을 확인할 수 있었다. 5.37GHz의 기본 동작 모드에서 Mushroom PBG 구조가 없는 패치 안테나의 이득은 $6.43dB{\imath}$, 기본 Mushroom PBG 구조와 바람개비 Mushroom 구조가 부설된 패치 안테나의 경우 각각 7.24dB{\imath}$$7.53dB{\imath}$의 이득을 나타내었다. 소형 Mushroom PBG 부설에 의해 안테나의 후방 방사 특성이 개선으로 전체적인 안테나의 효율도 증가하였다.

공구파손감지용 비젼시스템의 NC실장에 관한 연구 (A Study on the NC Embedding of Vision System for Tool Breakage Detection)

  • 이돈진;김선호;안중환
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2002년도 춘계학술대회 논문집
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    • pp.369-372
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    • 2002
  • In this research, a vision system for detecting tool breakage which is hardly detected by such indirect in-process measurement method as acoustic emission, cutting torque and motor current was developed and embedded into a PC-NC system. The vision system consists of CMOS image sensors, a slit beam laser generator and an image grabber board. Slit beam laser was emitted on the tool surface to separate the tool geometry well from the various obstacles surrounding the tool. An image of tool is captured through two steps of signal processing, that is, median filtering and thresholding and then the tool is estimated normal or broken by use of change of the centroid of the captured image. An air curtain made by the jetting high-pressure air in front of the lens was devised to prevent the vision system from being contaminated by scattered coolant, cutting chips in cutting process. To embed the vision system to a Siemens PC-NC controller 840D NC, an HMI(Human Machine Interface) program was developed under the Windows 95 operating system of MMC103. The developed HMI is placed in a sub window of the main window of 840D and this program can be activated or deactivated either by a soft key on the operating panel or M codes in the NC part program. As the tool breakage is detected, the HMI program emit a command for automatic tool change or send alarm to the NC kernel. Evaluation test in a high speed tapping center showed the developed system was successful in detection of the small-radius tool breakage.

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패치 CEGI를 이용한 메쉬 워터마킹 (A Mesh Watermarking Using Patch CEGI)

  • 이석환;권기룡
    • 전자공학회논문지CI
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    • 제42권1호
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    • pp.67-78
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    • 2005
  • 본 논문에서는 복소 가우시안 영상 (Complex Extended Gaussian Image, CEGI)을 이용한 3D 메쉬 모델의 블라인드 워터마킹을 제안하였다. CEGI는 메쉬의 법선 벡터 분포를 나타내는 3차원 방향 히스토그램으로, 이는 메쉬의 면적 및 임의의 기준점에 대한 거리로 표현되는 복소 가중치의 합으로 구현된다. 제안한 방법에서는 먼저 3D 메쉬 모델을 모델의 형상에 따라 여러개의 패치로 분할한다. 그리고 워터마크를 삽입하기 위하여 각 패치별로 CEGI를 구한 후에 복소 가중치의 크기가 큰 셀을 선택하여, 각 패치 CEGI 상에 통일한 순위의 셀들에 각각 삽입한다. 그리고 패치의 중점 좌표 및 셀 순위표를 이용하여 원 메쉬 모델없이 워터마크를 추출한다. 이 때, 회전과 같은 아핀 변환된 모델에서는 오일러 각을 이용한 재배열 과정을 수행한다. 실험 결과에서 제안한 방법이 절단, 아핀 변환, 및 랜덤 잡음 첨가등의 기하학적 공격 및 메쉬 간단화 등의 위상학적 공격에 견고하였으며 또한 워터마크의 비가시성을 확인하였다.