• Title/Summary/Keyword: Software Size Estimation

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Comparison of confidence intervals for testing probabilities of a system (시스템의 확률 값 시험을 위한 신뢰구간 비교 분석)

  • Hwang, Ik-Soon
    • The Journal of the Korea institute of electronic communication sciences
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    • v.5 no.5
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    • pp.435-443
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    • 2010
  • When testing systems that incorporate probabilistic behavior, it is necessary to apply test inputs a number of times in order to give a test verdict. Interval estimation can be used to assert the correctness of probabilities where the selection of confidence interval is one of the important issues for quality of testing. The Wald interval has been widely accepted for interval estimation. In this paper, we compare the Wald interval and the Agresti-Coull interval for various sizes of samples. The comparison is carried out based on the test pass probability of correct implementations and the test fail probability of incorrect implementations when these confidence intervals are used for probability testing. We consider two-sided confidence intervals to check if the probability is close to a given value. Also one-sided confidence intervals are considered in the comparison in order to check if the probability is not less than a given value. When testing probabilities using two-sided confidence intervals, we recommend the Agresti-Coull interval. For one-sided confidence intervals, the Agresti-Coull interval is recommended when the size of samples is large while either one of two confidence intervals can be used for small size samples.

Progressive Residual Motion Estimation for Constructing Seamless Mosaics (이음매없는 모자이크 구성을 위한 단계적 잔여 움직임 추정)

  • Lee Cheong Woo;Choi Jae Gark;Lee Si-Woong
    • Journal of KIISE:Software and Applications
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    • v.32 no.6
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    • pp.512-522
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    • 2005
  • In this paper an algorithm of image alignments for constructing seamless mosaics is proposed. After the global alignment has been run, there may still be localized mis-registrations present in the mosaic. Due to mis-registrations, there may be seams in the mosaic, such as breaking, blurring, and doubling of lines. To solve this problem, we need an algorithm of residual motion estimation, which minimizes mis-registrations. In the conventional algorithms of residual motion estimation, computational powers are too heavy and estimators of camera parameters are additionally needed such as focal lengths. In the proposed algorithm, residual motion vectors are estimated with the adequate size of estimation and measurement windows and with adjustment of initial vectors according to the established priority. By construction of mosaics with the proposed algorithm, we demonstrate the removal of seams by mis-registrations.

The Estimation of Software Development Effort Using Multiple Regression Method (다중회귀 분석을 이용한 소프트웨어 개발노력추정)

  • Jung Hye-Jung;Yang Hae-Sool;Shin Seok-Kyoo;Lee Sang-Un
    • The KIPS Transactions:PartD
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    • v.11D no.7 s.96
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    • pp.1483-1490
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    • 2004
  • To accomplish a project successfuly, we have to estimate develpment effort accurately. But, development effort is different to software size and operation environment. Usually, we made use of function point for estimating development effort. In this paper. we make use of 789 project data. It is related to development projects in 1990`s. We investigate the variable affecting development effort. Also, we exedcute multiple liner regression analysis for looking linear relation about variables. We find the regression equation for multistage by dividing PDR that influ-enced development effort step by step.

Automatic design, planning and drawing of scaffolding system for constructions

  • Hara, Takashi;Shimomura, Katsukiyo;Hamano, Keita;Miyake, Shoko
    • Advances in Computational Design
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    • v.4 no.2
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    • pp.179-196
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    • 2019
  • Temporary scaffold systems in the construction site play an important role for ensuring the safety of the workers and for constructing the stable structures. To assemble the scaffold, the pipe scaffolding system, the wedge binding scaffolding system and the particular materials have been utilized. To design the material arrangement of a scaffold, firstly the configuration was determined considering the construction geometry. Then, the strength of the scaffold was confirmed and the quantity of the material was accounted. In this paper, the design method of the temporary scaffold was proposed for intending the semi-automatic procedure. In the proposed design method, the geometric design and the safety requirement were specified by the safety standard and the design flow was followed by the designer's knowledge. The size and the quantities of the materials were calculated by referring to the relation between the scaffold and the constructing structure. In the calculating procedure, three dimensional positions of each scaffold materials were calculated and recorded simultaneously. Then, three dimensional scaffold structural was drawn semi-automatically on the CAD software by using the obtained material sizes, positions and directions. The proposed design method provides us the precise quantities of scaffold materials and enables us to reduce the design effort and the cost estimation processes. In addition, the obtained results can be applied to BIM software after converting to IFC format.

Robust Real-Time Visual Odometry Estimation for 3D Scene Reconstruction (3차원 장면 복원을 위한 강건한 실시간 시각 주행 거리 측정)

  • Kim, Joo-Hee;Kim, In-Cheol
    • KIPS Transactions on Software and Data Engineering
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    • v.4 no.4
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    • pp.187-194
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    • 2015
  • In this paper, we present an effective visual odometry estimation system to track the real-time pose of a camera moving in 3D space. In order to meet the real-time requirement as well as to make full use of rich information from color and depth images, our system adopts a feature-based sparse odometry estimation method. After matching features extracted from across image frames, it repeats both the additional inlier set refinement and the motion refinement to get more accurate estimate of camera odometry. Moreover, even when the remaining inlier set is not sufficient, our system computes the final odometry estimate in proportion to the size of the inlier set, which improves the tracking success rate greatly. Through experiments with TUM benchmark datasets and implementation of the 3D scene reconstruction application, we confirmed the high performance of the proposed visual odometry estimation method.

Effect of Flow Field and Detection Volume in the Optical Particle Sensor on the Detection Efficiency (광학입자센서 내 유동장과 측정영역이 측정효율에 미치는 영향)

  • Kim, Young-Gil;Jeon, Ki-Soo;Kim, Tae-Sung
    • Proceedings of the KSME Conference
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    • 2007.05b
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    • pp.3162-3167
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    • 2007
  • The OPS (Optical Particle Sensor) using light scattering from the particles (real-time measurement without physical contact to the particles) can be used for cleanroom or atmospheric environment monitoring. For particles smaller than 300 nm, the detection efficiency becomes lower as scattered light decreases with particle size. To obtain higher detection efficiency with small particles, the flow field in particle chamber and the detection volume should be designed optimally to achieve maximum scattered light from the particles. In this study, a commercial computational fluid dynamics software FLUENT was used to simulate the gas flow field and particle trajectories with various optical chamber designs for 300 nm PSL particle. For estimation of laser viewing volume, we used a commercial computational optical design program ZEMAX. The results will be a great help in the development of OPS which can measure small particles with higher detection efficiency.

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Depth-of-interest-based Bypass Coding-unit Algorithm for Inter-prediction in High-efficiency Video Coding

  • Rhee, Chae Eun
    • IEIE Transactions on Smart Processing and Computing
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    • v.5 no.4
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    • pp.231-234
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    • 2016
  • The next-generation video coding standard known as High-Efficiency Video Coding (HEVC) was developed with the aim of doubling the bitrate reduction offered by H.264/Advanced Video Coding (AVC) at the expense of an increase in computational complexity. Mode decision with motion estimation is still one of the most time-consuming computations in HEVC, as it is with H.264/AVC. Several schemes for a fast mode decision have been presented in reference software and in other studies. However, a possible speed-up in conventional schemes is sometimes insignificant for videos that have inhomogeneous spatial and temporal characteristics. This paper proposes a bypass algorithm to skip large-block-size predictions for videos where small block sizes are preferred over large ones. The proposed algorithm does not overlap with those in previous works, and thus, is easily used with other fast algorithms. Consequently, an independent speed-up is possible.

Determination Grid Cell for Estimation of Radar Relationship (레이더 관계식 산정을 위한 격자망 크기 결정)

  • Lee, Won-Ho;Kim, Jin-Geuk
    • Journal of The Korean Society of Agricultural Engineers
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    • v.48 no.5
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    • pp.3-15
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    • 2006
  • The purpose of the study is to determine grid cell of radar relationship, and to promote the radar data on hydrology field. The study region is the Chungjudam basin with a drainage area of $6,648km^{2}$ located within the 260 km circle under the DWSR-88C C-band umbrella(Kwanak Mt Radar). Grid cell was produced to extract radar reflectivity and rainfall data of the same time and point using Arc-view software package. The grid cell size is to estimate mean correlation coefficient for $1km{\times}1km,\;2km{\times}2km,\;3km{\times}3km$ grid. The result of mean correlation coefficient showed good result(0.57) for the $1km{\times}1km$ grid cell. The 32 rainfall stations Z-R relationship was estimated in Chungjudam basin.

Estimation of the Corpus Size for Solving Data Sparseness (자료 빈약성을 해소하기 위한 말뭉치 크기의 예측)

  • Yang, Dan-Hui;Im, Su-Jong;Song, Man-Seok
    • Journal of KIISE:Software and Applications
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    • v.26 no.4
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    • pp.568-583
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    • 1999
  • 대량의 말뭉치(corpus)로부터 구문 정보나 의미 정보를 컴퓨터를 사용하여 자동으로 발췌하려는 연구가 활발하다. 그러나 실용적인 자연언어처리 시스템이 되기 위해 필요한 망라성(coverage)과 견고성(robustness)을 갖기 위해 어느 정도 규모의 말뭉치가 필요한지에 대한 연구는 극히 미비하다. 본 연구는 '우리말큰사전'상의 주요 4가지 품사에 속하는 단어들을 중심으로 상이 단어(different words) 수와 말뭉치 크기간의 상관관계를 통계적으로 고찰하여 수학적 예측함수(estimating functions)를 구한다. 그리고 이를 통해 자료 빈약성(data sparseness)현상을 타당한 수준으로 감소시켜 말뭉치를 기반 자연어처리의 신뢰도를 높이기 위해 요구되는 말뭉치 크기를 예측한다. 또한 예측된 말뭉치 크기를 근거로 합리적인 말뭉치 구축 방법을 제안한다.

A Study of Theoretical Comparison on Size Estimation Techniques for Object-Oriented Software Systems by Use Case Model (Use Case 다이어그램에 의한 객체지향 소프트웨어 시스템의 규모 예측 방법에 대한 연구)

  • 서예영;이남용
    • Proceedings of the Korean Information Science Society Conference
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    • 2001.04a
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    • pp.580-582
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    • 2001
  • 현재 소프트웨어 개발 주기의 초기 단계에서 소프트웨어의 개발과 유지보수를 위한 비용과 노력을 미리 예측하는 소프트웨어 규모 예측 방법이 요구되고 있다. 이에 따라 소프트웨어 규모 예측 방법을 위한 수백개의 메트릭스가 제안되고 있지만, 난해하고 복잡한 측정 방법으로 인해 소수의 실제 전문가에 의해 사용되고 있다. 이용할 해당 메트릭스의 장점과 단점을 파악하고 적용시켜야 시행착오를 피할 수 있다. 본 논문에서는 객체지향 시스템 분석 단계에서 주로 작성되는 UML Use Case 다이어그램 분석을 통해 소프트웨어 규모 예측을 하는 방법을 비교 분석한다. 이를 따르면 메트릭스를 적절히 사용하여 보다 효율적인 소프트웨어 프로젝트 관리를 할 수 있을 것이다.

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