• Title/Summary/Keyword: SELECT method

Search Result 3,334, Processing Time 0.029 seconds

Sharpness-aware Evaluation Methodology for Haze-removal Processing in Automotive Systems

  • Hwang, Seokha;Lee, Youngjoo
    • IEIE Transactions on Smart Processing and Computing
    • /
    • v.5 no.6
    • /
    • pp.390-394
    • /
    • 2016
  • This paper presents a new comparison method for haze-removal algorithms in next-generation automotive systems. Compared to previous peak signal-to-noise ratio-based comparisons, which measure similarity, the proposed modulation transfer function-based method checks sharpness to select a more suitable haze-removal algorithm for lane detection. Among the practical filtering schemes used for a haze-removal algorithm, experimental results show that Gaussian filtering effectively preserves the sharpness of road images, enhancing lane detection accuracy.

Neural Networks with Mixed Activation Functions (다양한 활성 함수를 사용하는 신경회로망의 구성)

  • Lee, Chung-Yeol;Park, Cheol-Hoon
    • Proceedings of the IEEK Conference
    • /
    • 2008.06a
    • /
    • pp.679-680
    • /
    • 2008
  • When we apply the neural networks to applications, we need to select proper architecture of the network and the activation function of the network is one of most important characteristics. In this research, we propose a method to make a network using multiple activation functions. The performance of the proposed method is investigated through the computer simulations on various regression problems.

  • PDF

Flight Test Method to Show Compliance to Fuel System Airworthiness Requirements of Small Aircraf (소형 비행기 연료 계통 적합성 입증을 위한 비행시험에 관한 고찰)

  • Kim, Seungkyem
    • Journal of Aerospace System Engineering
    • /
    • v.6 no.3
    • /
    • pp.34-39
    • /
    • 2012
  • In this paper, analysis of airworthiness requirements which require flight test to show compliance and flight test method as means of compliance to those requirements are provided. For unusable fuel test, sufficient discussion between certification authority and applicant is required to select test conditions. For hot weather fuel system operation test, preservation and heating of test fuel should be done carefully not to adversely affect to test result.

Parameter Optimization using Eevolutionary Programming in Voltage Reference Circuit Design (진화 연산을 이용한 기준 전압 회로의 파라미터 최적화)

  • 남동경;박래정;서윤덕;박철훈;김범섭
    • Journal of the Korean Institute of Telematics and Electronics C
    • /
    • v.34C no.8
    • /
    • pp.64-70
    • /
    • 1997
  • This paper presents a parameter optimization method using evolutionary programming in voltage reference circuit because the designer must select appropriate parameter values of the circuit taking into consideration both powr voltage and temperature variation. In this paper, evolutionary programming is suggested as an approach for finding good parameters with which the reference voltage variation is small with respect to temperature variation. Simulation results. Simulation results show that this method is effective in circuit design.

  • PDF

An Effective Detection of Bimean and its Application into Image Segmentation by an Interative Algorithm Method (반복적인 알고리즘 방법에 의한 효과적인 양평균 검출 및 영상분할에 응용)

  • Heo, Pil-U
    • 연구논문집
    • /
    • s.25
    • /
    • pp.147-154
    • /
    • 1995
  • In this paper, we discussed the convergence and the properties of an iterative algorithm method in order to improve a bimean clustering algorithm. This algorithm that we have discussed choose automatically an optimum threshold as a result of an iterative process, successive iterations providing increasingly cleaner extractions of the object region, The iterative approach of a proposed algorithm is seen to select an appropriate threshold for the low contrast images.

  • PDF

REVERSIBLE INFORMATION HIDING FOR BINARY IMAGES BASED ON SELECTING COMPRESSIVE PIXELS ON NOISY BLOCKS

  • Niimi, Michiharu;Noda, Hideki
    • Proceedings of the Korean Society of Broadcast Engineers Conference
    • /
    • 2009.01a
    • /
    • pp.588-591
    • /
    • 2009
  • This paper proposes a reversible information hiding method for binary images. A half of pixels in noisy blocks on cover images is candidate for embeddable pixels. Among the candidate pixels, we select compressive pixels by bit patterns of its neighborhood to compress the pixels effectively. Thus, embeddable pixels in the proposed method are compressive pixels in noisy blocks. We provide experimental results using several binary images binarized by the different methods.

  • PDF

Overshoot design method of LQ-PID controller using convex optimization (블록형 최적화 기법에 의한 LQ-PID제어기의 오버슈트 설계방법)

  • Kim, Dae-Kwang;Suh, Byung-Suhl
    • Proceedings of the KIEE Conference
    • /
    • 2002.11c
    • /
    • pp.96-99
    • /
    • 2002
  • This paper proposes a method to select the overshoot design parameters of the LQ-PID controller by using convex optimization in order to satisfy the design specifications. The tuning parameters of LQ-PID controller are determinated by the relationships between the design parameter to control both the overshoot and the settling time and the weighting factors Q and R in LQR.

  • PDF

Remedial Design of a Site contaminated with petroleum (유류오염부지의 복원설계)

  • Yun, Sung-Wook;Cho, Byung-Jin;Yu, Chan
    • Proceedings of the Korean Society of Agricultural Engineers Conference
    • /
    • 2005.10a
    • /
    • pp.417-422
    • /
    • 2005
  • The procedure of investigation and design of the soil contaminated with petroleum was introduced. Soil and water quality analyses were carried out to figure out the type of contaminants and the flume range according to the national regulation. In the investigation, it was verified that the soils in several dispersed locations were contaminated with petroleum. Therefore, in the design process, it was necessary to select a optimal remediation method after making the conception model of the site, and then the treatment method of incineration was selected.

  • PDF

k-NN based Pattern Selection for Support Vector Classifiers

  • Shin Hyunjung;Cho Sungzoon
    • Proceedings of the Korean Operations and Management Science Society Conference
    • /
    • 2002.05a
    • /
    • pp.645-651
    • /
    • 2002
  • we propose a k-nearest neighbors(k-NN) based pattern selection method. The method tries to select the patterns that are near the decision boundary and that are correctly labeled. The simulations over synthetic data sets showed promising results: (1) By converting a non-separable problem to a separable one, the search for an optimal error tolerance parameter became unnecessary. (2) SVM training time decreased by two orders of magnitude without any loss of accuracy. (3) The redundant SVM were substantially reduced.

  • PDF

A Blind Watermarking Technique Using Difference of Approximation Coefficients in Wavelet Domain (웨이블릿 영역에서 근사 계수의 증감 정보를 이용한 블라인드 워터마크)

  • 윤혜진;성영경;최태선
    • Proceedings of the IEEK Conference
    • /
    • 2002.06d
    • /
    • pp.219-222
    • /
    • 2002
  • In this paper, we propose a new blind image watermarking method in wavelet domain. It is necessary to find out watermark insertion location in blind watermark. We use horizontal and vertical difference of LL components to select watermark insertion location, because increment or decrement of successive components is rarely changed in LL band. A pseudo-random sequence is used as a watermark. Experimental results show that the proposed method is robust to various kinds of attacks such as JPEG lossy compression, averaging, median filtering, resizing, histogram equalization, and additive Gaussian noise.

  • PDF