• 제목/요약/키워드: Depth contours

검색결과 47건 처리시간 0.022초

Infrared and Visible Image Fusion Based on NSCT and Deep Learning

  • Feng, Xin
    • Journal of Information Processing Systems
    • /
    • 제14권6호
    • /
    • pp.1405-1419
    • /
    • 2018
  • An image fusion method is proposed on the basis of depth model segmentation to overcome the shortcomings of noise interference and artifacts caused by infrared and visible image fusion. Firstly, the deep Boltzmann machine is used to perform the priori learning of infrared and visible target and background contour, and the depth segmentation model of the contour is constructed. The Split Bregman iterative algorithm is employed to gain the optimal energy segmentation of infrared and visible image contours. Then, the nonsubsampled contourlet transform (NSCT) transform is taken to decompose the source image, and the corresponding rules are used to integrate the coefficients in the light of the segmented background contour. Finally, the NSCT inverse transform is used to reconstruct the fused image. The simulation results of MATLAB indicates that the proposed algorithm can obtain the fusion result of both target and background contours effectively, with a high contrast and noise suppression in subjective evaluation as well as great merits in objective quantitative indicators.

카메라 관측 시스템을 이용한 조간대 3차원 지형 관측 (Bottom Topography Observation in the Intertidal Zone Using a Camera Monitoring System)

  • 김태림
    • 한국해안해양공학회지
    • /
    • 제18권1호
    • /
    • pp.63-68
    • /
    • 2006
  • 조석 주기 동안에 시간에 따라 위치가 변하는 수륙 경계선은 조간대 지형을 측정하는 보조 자료로 활용될 수 있다. 즉 밀물 시 연속적으로 촬영된 영상으로부터 추출된 수륙경계선의 표고는 해수면 변화 자료를 이용하여 등심선으로 이용할 수 있으며 등심선의 수평거리는 영상 기하보정 처리를 통하여 정량적인 값으로 변환할 수 있다. 이러한 관측 기술을 서해안의 대이작도 큰풀안 백사장에 적용하였다. 조간대에서의 자연적인 수위변화를 이용하는 영상 관측 기법은 정확도가 높으며 또한 시간과 경제적인 측면에서 유리하다. 이러한 기술은 3차원 수조에서 연안지형 변화를 연구하는 물리모형 실험에서 시간별 지형 변화를 관측하는데 효과적으로 사용될 수 있다.

수학적 최적화기법을 이용한 결함인식 연구 (Crack Identification Using Optimization Technique)

  • 서명원;유준모
    • 대한기계학회논문집A
    • /
    • 제24권1호
    • /
    • pp.190-195
    • /
    • 2000
  • It has been established that a crack has an important effect on the dynamic behavior of a structure. This effect depends mainly on the location and depth of the crack. To identify the location and depth of a crack in a structure. Nikolakopoulos et. al. used the intersection point of the superposed contours that correspond to the eigenfrequency caused by the crack presence. However the intersecting point of the superposed contours is not only difficult to find but also incorrect to calculate. A method is presented in this paper which uses optimization technique for the location and depth of the crack. The basic idea is to find parameters which use the structural eigenfrequencies on crack depth and location and optimization algorithm. With finite element model of the structure to calculate eigenfrequencies, it is possible to formulate the inverse problem in optimization format. Method of optimization is augmented lagrange multiplier method and search direction method is BFGS variable metric method and one dimensional search method is polynomial interpolation.

Active Contours Level Set Based Still Human Body Segmentation from Depth Images For Video-based Activity Recognition

  • Siddiqi, Muhammad Hameed;Khan, Adil Mehmood;Lee, Seok-Won
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제7권11호
    • /
    • pp.2839-2852
    • /
    • 2013
  • Context-awareness is an essential part of ubiquitous computing, and over the past decade video based activity recognition (VAR) has emerged as an important component to identify user's context for automatic service delivery in context-aware applications. The accuracy of VAR significantly depends on the performance of the employed human body segmentation algorithm. Previous human body segmentation algorithms often engage modeling of the human body that normally requires bulky amount of training data and cannot competently handle changes over time. Recently, active contours have emerged as a successful segmentation technique in still images. In this paper, an active contour model with the integration of Chan Vese (CV) energy and Bhattacharya distance functions are adapted for automatic human body segmentation using depth cameras for VAR. The proposed technique not only outperforms existing segmentation methods in normal scenarios but it is also more robust to noise. Moreover, it is unsupervised, i.e., no prior human body model is needed. The performance of the proposed segmentation technique is compared against conventional CV Active Contour (AC) model using a depth-camera and obtained much better performance over it.

Depth contours appeared on SAR images by interactions between tidal current and bottom topography

  • Kim, Tae-Rim
    • 대한원격탐사학회:학술대회논문집
    • /
    • 대한원격탐사학회 2006년도 Proceedings of ISRS 2006 PORSEC Volume II
    • /
    • pp.692-694
    • /
    • 2006
  • X-SAR images taken on the coastal waters of Hwanghe province in Korea during SIR-C/X-SAR campaign in April and October 1994 are analysed. The SAR images show the peculiar signatures like nail marks, curved long string, and vortex streets patterns and they all seem to be produced by strong interactions between the topography in the coastal waters and tidal currents. The nail mark signatures are located at the same position of small scaled sand banks and the curved line patterns are almost identical to the outer boundary of large sand banks. Based on the tidal record, all the three images are taken at the almost same phase of tidal cycles, which are close to the low tide. It seems that bottom shapes are more strongly appeared on the SAR images when the tidal currents are slow. The front between two different current velocities caused by the flows along the steep boundaries of sandbanks is also the main factors imprinting the bottom features to the sea surface SAR images

  • PDF

Depth Contours Appeared on SAR Images by Interactions Between Tidal Currents and Bottom Topography

  • Kim, Tae-Rim
    • 대한원격탐사학회지
    • /
    • 제22권5호
    • /
    • pp.415-419
    • /
    • 2006
  • X-SAR images taken on the coastal waters of Hwanghe province in Korea during SIR-C/X-SAR campaign in April and October 1994 are analysed. The SAR images show the peculiar signatures like nail marks, curved long string, and vortex street patterns and they all seem to be produced by strong interactions between the topography in the coastal waters and tidal currents. The nail mark signatures are located at the same position of small scaled sand banks and the curved line patterns are almost identical to the outer boundary of large sand banks. Based on the tidal records, all the three images are taken at the almost same phase of tidal cycles, which are close to the low tide. It seems that bottom shapes are more strongly appeared on the SAR images when the tidal currents are slow. The front between two different current velocities caused by the flows along the steep boundaries of sandbanks is also the main factors imprinting the bottom features to the sea surface SAR images.

조간대 갯벌지형 영상 관측 고찰 (Study on Intertidal Flat Topography Observation Using Camera Images)

  • 김태림;박석광
    • 한국해양학회지:바다
    • /
    • 제11권4호
    • /
    • pp.145-151
    • /
    • 2006
  • 밀물시 조간대 갯벌에서 이동하는 수륙 경계선은 간조와 만조 정선사이에서의 등고선을 나타낸다. 이를 연속 촬영한 영상에서 수륙 경계선을 추출하여 기하보정을 하면 각 등고선에 대한 실제 공간 좌표를 획득할 수 있으며 이를 모두 통합함으로서 조간대 지형에 대한 3차원 지형 정보를 얻는다. 새만금 1호 방조제 외측 갯벌은 방조제 건설이후 방조제 외측에서 가장 뚜렷한 갯벌 지형 변화를 보이는 곳이다. 이 지역의 갯벌 지형에 대하여 디지털 카메라를 이용한 영상 관측을 수행하여 지형을 관측하였으며, 이를 현장 관측한 자료와 비교한 결과 유사한 높이를 나타내었다. 또한 다른 시기에 영상 관측된 지형 자료로부터 그 변화를 검토하였다.

트렌치 깊이에 따른 트랜지스터와 소자분리 특성 (Characteristics of Transistors and Isolation as Trench Depth)

  • 박상원;김선순;최준기;이상희;김용해;장성근;한대희;김형덕
    • 대한전자공학회:학술대회논문집
    • /
    • 대한전자공학회 1999년도 하계종합학술대회 논문집
    • /
    • pp.911-913
    • /
    • 1999
  • Shallow Trench Isolation (STI) has become the most promising isolation scheme for ULSI applications. The stress of STI structure is one of several factors to degrade characteristics of a device. The stress contours or STI structure vary with the trench depth. Isolation characteristics of STI was analyzed as the depth of trench varied. And transistor characteristics was compared. Isolation punch-through voltage for n$^{+}$ to pwell and p$^{+}$ to nwell increased as trench depth increased. n$^{+}$ to pwell leakage current had nothing to do with trench depth but n$^{+}$ to pwell leakage current decreased as trench depth increased. In the case of transistor characteristics, short channel effect was independent on trench depth and inverse narrow width effect was greater for deeper trenches. Therefore in order to achieve stable device, it is important to minimize stress by optimizing trench depth.

  • PDF

깊이 센서를 이용한 등고선 레이어 생성 및 모델링 방법 (A Method for Generation of Contour lines and 3D Modeling using Depth Sensor)

  • 정훈조;이동은
    • 디지털산업정보학회논문지
    • /
    • 제12권1호
    • /
    • pp.27-33
    • /
    • 2016
  • In this study we propose a method for 3D landform reconstruction and object modeling method by generating contour lines on the map using a depth sensor which abstracts characteristics of geological layers from the depth map. Unlike the common visual camera, the depth-sensor is not affected by the intensity of illumination, and therefore a more robust contour and object can be extracted. The algorithm suggested in this paper first abstracts the characteristics of each geological layer from the depth map image and rearranges it into the proper order, then creates contour lines using the Bezier curve. Using the created contour lines, 3D images are reconstructed through rendering by mapping RGB images of the visual camera. Experimental results show that the proposed method using depth sensor can reconstruct contour map and 3D modeling in real-time. The generation of the contours with depth data is more efficient and economical in terms of the quality and accuracy.

GIS기법과 연계한 유사이송의 수치모의 (The Numerical Simulation of Sediment Transport Using GIS Technique)

  • 한건연;이을래;최현상
    • 대한공간정보학회지
    • /
    • 제5권2호
    • /
    • pp.145-152
    • /
    • 1997
  • 본 연구에서는 2차원 유사이송모형과 GIS 기법을 결합하여 기존의 수치해석모형만을 이용한 기법에 비해서 더욱 정확한 모의수행을 실시하였다. 수치지도작성작업규칙을 준수하고, TM좌표계를 사용함으로써 서로 다른 축척을 가진 자료들에 대한 정확한 좌표보정을 실시하였고, 실제축척의 유한요소망을 구성할 수 있었다. 금강유역의 지천합류부에서 백제대교의 5km 구간에 대해 $200m^3/s$ 유량조건하에서 속도백터도, 등수심도, 등유속도, 퇴적량분포도 등을 도시하였다. 본 연구의 모의결과는 1차원 부등류해석에 의한 계산결과 및 실제 관측치 등과 비교하여 잘 일치되고 있었으며 하천의 만곡특성에 따른 유황과 퇴적분포를 정성적인 면에서 효과적으로 모의하고 있었다.

  • PDF