• Title/Summary/Keyword: shadow algorithm

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Vehicle Shadow Detection in Thermal Videos (열 영상에서의 차량 그림자 제거 기법)

  • Kim, Ji-Man;Choi, Eun-Ji;Lim, Jeong-Eun;Noh, Seung-In;Kim, Dai-Jin
    • Proceedings of the Korean Information Science Society Conference
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    • 2012.06b
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    • pp.369-371
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    • 2012
  • Shadow detection and elimination is a critical issue in vision-based system to improve the detection performance of moving objects. However, traditional algorithms are useless at night time because they used the chromaticity and brightness information from the color image sequence. To obtain the high detection performance, we can use the thermal camera and there are shadows by the heat not the light. We proposed a novel algorithm to detect and eliminate the shadows using the thermal intensity and the locality property. By combining two results of the intensity-based and locality-based, we can detect the shadows by the heat and improve the detection performance of moving object.

A New Vehicle Detection Method based on Color Integral Histogram

  • Hwang, Jae-Pil;Ryu, Kyung-Jin;Park, Seong-Keun;Kim, Eun-Tai;Kang, Hyung-Jin
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.8 no.4
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    • pp.248-253
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    • 2008
  • In this paper, a novel vehicle detection algorithm is proposed that utilizes the color histogram of the image. The color histogram is used to search the image for regions with shadow, block symmetry, and block non-homogeneity, thereby detecting the vehicle region. First, an integral histogram of the input image is computed to decrease the amount of required computation time for the block color histograms. Then, shadow detection is performed and the block symmetry and block non-homogeneity are checked in a cascade manner to detect the vehicle in the image. Finally, the proposed scheme is applied to both still images taken in a parking lot and an on-road video sequence to demonstrate its effectiveness.

Wireless Repeating Interference Cancellation Using Singed-DLMS Adaptive Algorithm (Signed-DLMS 적응 알고리즘을 이용한 무선 중계 간섭 제거기)

  • Yoo, Tae-Hoon;Woo, Dae-Ho;Kim, Ju-Wan;Ha, Sung-Hee;Van, Ji-Hun;Lee, Jong-Hyun
    • Proceedings of the IEEK Conference
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    • 2007.07a
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    • pp.343-344
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    • 2007
  • In this paper, we study the signed-DLMS adaptive algorithm of wireless repeater for solving shadow region due to propagation between base station and mobile station. The the signed-DLMS algorithm reduces interference signals from multipath and solves the oscillation problem of repeater by estimation and cancellation. To efficiently reject interference signal, the signed-DLMS adaptive algorithm is applied. The computational complexities of the signed-DLMS are reduced verse standard LMS algorithm. Wireless ICS repeater based on signed-DLMS reduces the cost and is able to increase channel capacities.

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An Effective Retinal Vessel and Landmark Detection Algorithm in RGB images

  • Jung Eun-Hwa
    • International Journal of Contents
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    • v.2 no.3
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    • pp.27-32
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    • 2006
  • We present an effective algorithm for automatic tracing of retinal vessel structure and vascular landmark extraction of bifurcations and ending points. In this paper we deal with vascular patterns from RGB images for personal identification. Vessel tracing algorithms are of interest in a variety of biometric and medical application such as personal identification, biometrics, and ophthalmic disorders like vessel change detection. However eye surface vasculature tracing in RGB images has many problems which are subject to improper illumination, glare, fade-out, shadow and artifacts arising from reflection, refraction, and dispersion. The proposed algorithm on vascular tracing employs multi-stage processing of ten-layers as followings: Image Acquisition, Image Enhancement by gray scale retinal image enhancement, reducing background artifact and illuminations and removing interlacing minute characteristics of vessels, Vascular Structure Extraction by connecting broken vessels, extracting vascular structure using eight directional information, and extracting retinal vascular structure, and Vascular Landmark Extraction by extracting bifurcations and ending points. The results of automatic retinal vessel extraction using jive different thresholds applied 34 eye images are presented. The results of vasculature tracing algorithm shows that the suggested algorithm can obtain not only robust and accurate vessel tracing but also vascular landmarks according to thresholds.

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A vision algorithm for finding the centers of steam generator tubes using the generalized symmetry transform (일반화 대칭변환을 이용한 원전 증기발생기 전열관 중심인식 비젼 알고리즘)

  • 장태인;곽귀일
    • 제어로봇시스템학회:학술대회논문집
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    • 1997.10a
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    • pp.1367-1370
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    • 1997
  • This paper presents a vision algorithm for finding the centers of steam generator tubes using the generalized symmetry transform, which is used for ECT(Eddy Current Test) of steam generator tubes in nuclear power plants. The geometrical properties of the image representing steam generator tubes shows that they have amost circular or somewhat elliptic appearances and each tube has strong symmetry about its center. So we apply the generalized symmetry transform to finding centers of steam geneator tubes. But applying the generalized symmetry transform itself without any modification gives difficulties in obtaining the exact centers of steam generator tubes. But applying the generalized symmetry transform itself without any modification gives difficulties in obtaining the exact centers of tubes due to the shadow effect generated by the local light installed inside steam generator. Therefore we make the generalized symmetry transform modified, which uses a modified phase weight function in getting the symmetry magnitude in order to overcome the misleading effect by the local light. The experimental results indicate that the proposed vision algorithm efficiently recongnizes centers of steam generator tubes.

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A Study On The Implementation of Real Time Image Composition System Using Adaptive Algorithm (적응 알고리즘을 이용한 실시간 영상합성 시스템 구현에 관한 연구)

  • Kim, Joong-Han;Choi, Doo-Il;Cho, Woo-Yeon
    • Proceedings of the KIEE Conference
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    • 2002.11c
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    • pp.569-572
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    • 2002
  • In this study, a real-time image composition system was implemented using chroma key algorithm. To write a high Quality chroma key function based on processing of foreground and/or background frames before combining them into an output image, Adaptive 3-dimensional surface equation model was proposed. When the bright of room is changed or shadow of object is on the blue screen, proposed algorithm would still produce good result.

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A Novel Hybrid MPPT Method to Mitigate Partial Shading Effects in PV System (PV 시스템의 부분 음영을 대비한 새로운 하이브리드 MPPT 기법)

  • Kim, Dong-Gyun;Kim, Soo-Bin;Jo, Yeong-Min;Choy, Ick;Cho, Sang-Yoon;Lee, Young-Kwoun;Choi, Ju-Yeop
    • Proceedings of the KIPE Conference
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    • 2015.11a
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    • pp.21-22
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    • 2015
  • The maximum power point of a photovoltaic array alters with changing atmospheric conditions, temperature conditions, shadow conditions, so it is required to track maximum power point. As much as MPPT(Maximum Power Point Tracking) is important in photovoltaic systems, many MPPT techniques have been developed. In this paper, several major existing MPPT methods are comparatively analyzed and novel hybrid MPPT algorithm is proposed. The proposed hybrid MPPT algorithm is developed in combination with traditional MPPT methods to complement each other for improving performance and mitigating partial shading effects. The proposed algorithm is validated by using PISIM simulation tool and experiment in 3kW system.

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Cast Shadow Extraction of Mountainous Terrain in Satellite Imagery (위성영상에서 산악지역의 그림자 추출)

  • 손홍규;윤공현;송영선
    • Proceedings of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography Conference
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    • 2004.04a
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    • pp.309-312
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    • 2004
  • In mountainous area with high relief, topography may cause cast shadows due to the blocking of direct solar radiation. Remote sensing images of these landscapes display reduced values of reflectance for shadowed areas compared to non-shadowed areas with similar surface cover characteristics. A variety of approaches are possible, though a common step in various active approaches is first to delineate the shadows using automated algorithm and digital surface model (or digital elevation model). This articles demonstrates a common confusion caused by cast shadows

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A Searching Algorithm for Shadow Areas for Satellite Images Using Correlation (위성 사진을 위한 코릴레이션을 이용한 그림자영역의 추출 알고리듬)

  • 이충호;이광재;서두천;김용승
    • Proceedings of the Korean Information Science Society Conference
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    • 2003.10b
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    • pp.643-645
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    • 2003
  • 위성사진에서 그림자 영역을 추출하고 그 화질을 개선하는 것은 이 분야에서 생길 수 있는 다양한 응용 때문에 관심있는 연구분야로 떠오르고 있다. 이 논문은 한국의 위성사진에서 흔히 볼 수 있는 아파트와 같은 건물이 있는 도시의 화상에서 그림자 영역을 자동 추출하는 방법을 제안하고 있다. 제안된 알고리듬은 공간영역에서 히스토그램의 특성을 이용하고 주파수영역에서 고속푸리에변환과 코릴레이션을 이용한다. 실험결과는 이 방법이 효과적임을 보여준다.

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An Implementation of Positioning System using Multiple Data in Smart Phone (스마트폰에서 다중데이터를 이용한 측위시스템 구현)

  • Lee, Hyoun-Sup;Kim, Jin-Deog
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.15 no.10
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    • pp.2195-2202
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    • 2011
  • Recently, navigation system is used to inform users of vehicle location and driving direction, moving distance and so on. This navigation uses GPS sensor for current location determination. The GPS sensor will determinate current coordinates by using triangulation algorithm. This characteristic bring about that the GPS signal is not available in the shadow region such as tunnel and urban canyon. Moreover, Even though the signal is available, inherent positional error rate of the GPS often results in the dislocation of vehicle. To solve, these problems, a new positioning system is proposed in the paper. The System utilizes geomagnetic sensors of smartphone, speed information of CAN of vehicle though bluetooth and WiFi APs for GPS shadow area. The experimental test shadows that the proposed system using multiple data is able to determine the position of vehicle in GPS shadow areas.