• Title/Summary/Keyword: interpretation technique

Search Result 367, Processing Time 0.028 seconds

The Interpretation of Separation Mechanism of Ridge-Cut Explosive Bolt Using Simulation Programs (해석프로시져를 이용한 리치컷형 폭발볼트 분리기구 해석)

  • Lee, Yeung-Jo
    • Journal of the Korean Society of Propulsion Engineers
    • /
    • v.8 no.2
    • /
    • pp.102-114
    • /
    • 2004
  • The present work has been developed the interpretation processor including the behavior of material failure and the separation phenomena under transient dynamic loading (the operation of explosive bolt) using AUTODYN V4.3, SoildWork 2003 and TrueGrid V2.1 programs. It has been demonstrated that the interpretation in ridge-cut explosive bolt under dynamic loading condition should be necessary to the appropriate failure model and the basic stress of bolt failure is the principal stress. The use of this interpretation processor developing the present work could be extensively helped to design the shape and the amount of explosives in the explosive bolt having a complex geometry. It is also proved that the interpretation processor approach is an accurate and effective analysis technique to evaluate the separation mechanism in explosive bolts.

A Study on Evaluation Methods for Interpreting AI Results in Malware Analysis (악성코드 분석에서의 AI 결과해석에 대한 평가방안 연구)

  • Kim, Jin-gang;Hwang, Chan-woong;Lee, Tae-jin
    • Journal of the Korea Institute of Information Security & Cryptology
    • /
    • v.31 no.6
    • /
    • pp.1193-1204
    • /
    • 2021
  • In information security, AI technology is used to detect unknown malware. Although AI technology guarantees high accuracy, it inevitably entails false positives, so we are considering introducing XAI to interpret the results predicted by AI. However, XAI evaluation studies that evaluate or verify the interpretation only provide simple interpretation results are lacking. XAI evaluation is essential to ensure safety which technique is more accurate. In this paper, we interpret AI results as features that have significantly contributed to AI prediction in the field of malware, and present an evaluation method for the interpretation of AI results. Interpretation of results is performed using two XAI techniques on a tree-based AI model with an accuracy of about 94%, and interpretation of AI results is evaluated by analyzing descriptive accuracy and sparsity. As a result of the experiment, it was confirmed that the AI result interpretation was properly calculated. In the future, it is expected that the adoption and utilization of XAI will gradually increase due to XAI evaluation, and the reliability and transparency of AI will be greatly improved.

Technique of magnetic survey for UXO discrimination (UXO(Unexploded Ordnance) 탐지를 위한 자력탐사 기술)

  • Park, In-Seok;Kim, Hyun-Do;Kim, Jin-Hoo
    • Proceedings of the Korean Society of Marine Engineers Conference
    • /
    • 2005.11a
    • /
    • pp.158-159
    • /
    • 2005
  • The paper presents a method for location of subsurface UXOs. The approach utilities gradient interpretation techniques (analytic signal, horizontal gradient and Euler methods) to locate the objects. Then, linear least-squares technique, we obtain the magnetization location of the sources. We demonstrate the practical utility of the method using marine magnetic field data.

  • PDF

Mammographic Image Contrast Enhancement using Wavelet Transform (Wavelet 변환을 이용한 Mammographic Image 개선에 관한 연구)

  • 윤정현;김선일;노용만
    • Proceedings of the IEEK Conference
    • /
    • 1999.11a
    • /
    • pp.521-524
    • /
    • 1999
  • In spite of advances in image resolution and film contrast, check screen/film mammography remains one of diagnostic imaging modality where the image interpretation is very difficult. For the enhancement of film mammography, in this paper, dyadic wavelet transform is introduced. An unsharp masking technique is proposed and performed in wavelet domain. In addition, simple nonlinear enhancement and a denosing stage that preserves edges using wavelet shrinkage are computed into this technique. In this paper. we propose a new method for the gain setting of nonlinear enhancement and show result and comparison.

  • PDF

Performance Improvement of Virtualization Sensitive Instruction Emulation by Instruction Decoding at Compile Time (컴파일 시간 명령어 디코딩을 통한 가상화 민감 명령어 에뮬레이션 성능 개선)

  • Shin, Dong-Ha;Yun, Kyung-Un
    • Journal of the Korea Society of Computer and Information
    • /
    • v.17 no.2
    • /
    • pp.1-11
    • /
    • 2012
  • Recently, we have seen several implementations that virtualize the ARM architecture. Since the current ARM architecture is not possible to be virtualized using the traditional technique called "trap-and-emulation", we usually detect all virtualization sensitive instructions during the run-time of a guest kernel and emulate them virtually rather than executing them directly. The emulation for virtualization is usually implemented either by binary translation or interpretation. Our research is about how to improve the performance of emulation for virtualization based on interpretation. The interpretation usually requires a few steps: instruction fetching, instruction decoding and instruction executing. In this paper, we propose a method that decodes all virtualization sensitive instructions during the compilation time of a guest kernel and reduces the time required for interpretation during the run time of the guest kernel. Our method provides both implementation simplicity and performance improvement of emulation for virtualization based on interpretation.

Quantitative Interpretation of Holographic Interferometry using Carrier Fringe and Digital Image Processing Technique (무늬 반송법과 디지털 영상처리를 이용한 홀로그래피 간섭무늬의 정량적 해석)

  • 고영욱
    • Proceedings of the Optical Society of Korea Conference
    • /
    • 1991.06a
    • /
    • pp.168-171
    • /
    • 1991
  • 홀로그래피 간섭무늬로부터 변형의 요철방향을 구하기 위하여 무늬반송법을 응용하였다. 변형에 의해 형성된 간섭무늬의 차수가 기준무늬를 따라 한 방향으로 증가하도록 하였으며, 디자탈 영상처리 기술을 이용하여 간섭무늬 해석을 자동화 하였다.

  • PDF

Quantitative Interpretation of Holographic Fringe by Using Phase Shifting Method and Digital Image Processing (위상변이법과 디지탈 영상처리를 이용한 홀로그래피 간섭무늬의 정량적 해석)

  • 고영욱;권영하;강대임;박승옥
    • Transactions of the Korean Society of Mechanical Engineers
    • /
    • v.16 no.9
    • /
    • pp.1728-1735
    • /
    • 1992
  • Holographic interferometry technique has been used for the measurement of whole-field deformation with high sensitivity. However there are some difficulties in quantitatively analyzing the holographic fringes. Recently, quantitative and automatic fringe analysis by using phase shifting method in interferometry has been studied in many fields. In this paper, a real time holographic interferometry system and a phase shifting method combined with digital image processing technique are employed to record and quantitatively analyze holographic fringe patterns. To evaluate our system and analyze errors, comparison of measured deformation with theoretical deformation of cantilever beam was carried out. The accuracy of 4.5% in our system was verified We have tried to apply this method to quantitatively measure the deformation of turbine blade under the bending force.

A Vision Based Guideline Interpretation Technique for AGV Navigation (AGV 운행을 위한 비전기반 유도선 해석 기술)

  • Byun, Sungmin;Kim, Minhwan
    • Journal of Korea Multimedia Society
    • /
    • v.15 no.11
    • /
    • pp.1319-1329
    • /
    • 2012
  • AGVs are more and more utilized nowadays and magnetic guided AGVs are most widely used because their system has low cost and high speed. But this type of AGVs requires high infrastructure building cost and has poor flexibility of navigation path layout changing. Thus it is hard to applying this type of AGVs to a small quantity batch production system or a cooperative production system with many AGVs. In this paper, we propose a vision based guideline interpretation technique that uses the cheap, easily installable and changeable color tapes (or paint) as a guideline. So a vision-based AGV with color tapes is effectively applicable to the production systems. For easy setting and changing of AGV navigation path, we suggest an automatic method for interpreting a complex guideline layout including multi-branches and joins of branches. We also suggest a trace direction decision method for stable navigation of AGVs. Through several real-time navigation tests with an industrial AGV installed with the suggested technique, we confirmed that the technique is practically and stably applicable to real industrial field.

Simple Interpretation of VLF Data (VLF 전자탐사 자료의 해석)

  • Kim Hee Joon;Nam Myung Jin;Song Yoonho;Suh Jung Hee
    • Geophysics and Geophysical Exploration
    • /
    • v.8 no.2
    • /
    • pp.184-190
    • /
    • 2005
  • We have attempted to give some physical into the factors that control the response of subsurface target to plane wave excitation at VLF (very low frequency) frequencies. Although the VLF technique has some serious disadvantages, such as a lack of penetration depth and limited frequencies, its advantages are also extremely important to have made it by far the most popular electromagnetic technique in current use. In the magnetic-field measurement mode these lightweight, relatively low-priced tools allow us to survey large areas rapidly and inexpensively, to locate and roughly define subsurface electrical conductors. When used in the electric-field mode the technique is, in simple environments, capable of quantitative interpretation and once again the speed and relative cheapness of these devices makes them a natural 'first electromagnetic tool ' to use in reconnaissance mapping.

DGA Interpretation of Oil Filled Transformer Condition Diagnosis

  • Alghamdi, Ali Saeed;Muhamad, Nor Asiah;Suleiman, Abubakar A.
    • Transactions on Electrical and Electronic Materials
    • /
    • v.13 no.5
    • /
    • pp.229-232
    • /
    • 2012
  • DGA is one of the most recent techniques developed to diagnose the fault condition on oil filled insulation transformers. There are more than 6 known different methods of DGA fault interpretation technique and so there is the likelihood that they may vary in their interpretations. A series of combined interpretation methods that can determine the power transformer condition faults in one assessment is therefore needed. This paper presents a computer program- based system developed to combine four DGA assessment techniques; Rogers Ratio Method, IEC Basic Ratio Method, Duval Triangle method and Key Gas Method. An easy to use Graphic User Interface was designed to give a visual display of the four techniques. The result shows that this assessment method can increase the accuracy of DGA methods by up to 20% and the no prediction result had been reduced down to 0%.