• Title/Summary/Keyword: Difference Image Method

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Efficient Human body tracking Using Similarity Of Histogram Of Intensity and Hue Local Area (국부 영역의 명도와 색상 히스토그램 유사도를 이용한 인체 추적)

  • Kwak, Nae-Joung;Song, Teuk-Seob
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2016.10a
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    • pp.149-152
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    • 2016
  • In this paper, we propose an algorithm to track human body of input video from a single camera. The proposed method gets the difference image between gray image of input image and one of background image and also the difference image between hue image of input image and one of background image. Then we combine the results, splits foreground and background and detect human body objects. Then each object is numbered and is tracked. The proposed method tracks each object using the intensity and hue histogram of local area in objects. The proposed method is applied to video from a camera and tracked well the hided objects and the overlapped objects.

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A Study on the Image Processing of Visual Sensor for Weld Seam Tracking in GMA Welding (GMA 용접에서 용접선 추적용 시각센서의 화상처리에 관한 연구)

  • 정규철;김재웅
    • Journal of Welding and Joining
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    • v.18 no.3
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    • pp.60-67
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    • 2000
  • In this study, we constructed a preview-sensing visual sensor system for weld seam tracking in GMA welding. The visual sensor consists of a CCD camera, a diode laser system with a cylindrical lens and a band-pass-filter to overcome the degrading of image due to spatters and/or arc light. To obtain weld joint position and edge points accurately from the captured image, we compared Hough transform method with central difference method. As a result, we present Hough transform method can more accurately extract the points and it can be applied to real time weld seam tracking. Image processing is carried out to extract straight lines that express laser stripe. After extracting the lines, weld joint position and edge points is determined by intersecting points of the lines. Although a spatter trace is in the image, it is possible to recognize the position of weld joint. Weld seam tracking was precisely implemented with adopting Hough transform method, and it is possible to track the weld seam in the case of offset angle is in the region of $\pm15^{\circ}$.

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A Video Traffic Flow Detection System Based on Machine Vision

  • Wang, Xin-Xin;Zhao, Xiao-Ming;Shen, Yu
    • Journal of Information Processing Systems
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    • v.15 no.5
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    • pp.1218-1230
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    • 2019
  • This study proposes a novel video traffic flow detection method based on machine vision technology. The three-frame difference method, which is one kind of a motion evaluation method, is used to establish initial background image, and then a statistical scoring strategy is chosen to update background image in real time. Finally, the background difference method is used for detecting the moving objects. Meanwhile, a simple but effective shadow elimination method is introduced to improve the accuracy of the detection for moving objects. Furthermore, the study also proposes a vehicle matching and tracking strategy by combining characteristics, such as vehicle's location information, color information and fractal dimension information. Experimental results show that this detection method could quickly and effectively detect various traffic flow parameters, laying a solid foundation for enhancing the degree of automation for traffic management.

A moving image compression algorithm using subband coding (부대역 부호화를 이용한 동영상 압축 알고리즘)

  • 장세봉;최재윤;김태효
    • Proceedings of the IEEK Conference
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    • 1998.06a
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    • pp.655-658
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    • 1998
  • This paper proposes a moving image compression algorithm using subband coding that divides and processes the differential image of each moving image frame into subband frequency. This method decomposes the original image with each subband and performs DCT. The moving blocks are detected from each of wubband using threshold value which is select from the variance of difference between frames. then they are performed SBDCT and huffman coding in order to reduce the data. As the result of simulation, we confirmed that this method improved the blocking effect of reconstructed image in low bit rate.

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Comparison of Land Use Change Detection Methods with Satellite Image (위성영상을 이용한 토지이용 변화 검색기법 비교연구)

  • Park, Soon-Ho;Kim, Woo-Kwan
    • Journal of the Korean association of regional geographers
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    • v.5 no.1
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    • pp.137-150
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    • 1999
  • Five land use change detection methods were applied to 1994 and 1997 Landsat Thematic Mapper (TM) images of Pook-Gu, Taegu city to determine the land-cover changes between the two dates. The two images were coregistred to UTM coordinates. A post-classification comparison method was the most commonly used quantitative method of change detection. A pre-classification comparison method was more effective method to change detection of land cover than a post-classification comparison method. Two indices were used to assess the accuracies of the studied methods. A image differencing method was found to be most accurate for detecting change verse no change among five land use change detection methods. The difference image of band 2 was found to be most accurate. The overall accuracy and Kappa index agreement of the difference image of band 2 were 0.810 and 0.447.

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Body Image, Self-esteem and Depression in College Female Students - Normal and Overweight - (정상체중과 과체중 여대생의 신체상, 자아존중감 및 우울에 관한 연구)

  • 신혜숙;백승남
    • Journal of Korean Academy of Nursing
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    • v.33 no.3
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    • pp.331-338
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    • 2003
  • Purpose: The purpose of this study was to investigate the relationships among variables of body image, self-esteem and depression in college female students according to the normal and overweight. Method: The subjects of this study consisted of 245 college female students. The data was collected through personal interviews using questionnaires from May to June of 2001. The data was analyzed by the SPSS computer program, and it included descriptive statistics, x$^2$-test, t-test and the pearson correlation coefficient. Result: Demographics provided a significant difference in grade, household income, weight control experience. There was a perceived health status difference, according to the normal and overweight subjects. There was a significant difference in body image, self-esteem and depression between the two groups. There was a significant positive correlation between body image and self-esteem, and negative correlation between body image and depression, and self-esteem and depression in college female students. Conclusion: The Findings of this study give useful information to construct further studies in intervention program relating overweight control for college female students.

Adaptive Quantization of Difference Wavelet Image for Close-Range Low-Bitrate Transmission (근거리 저전송률 통신을 위한 차영상 웨이브릿 적응 양자화)

  • Jeong Won-Kyo;Leef Kyeong-Hwan;Lee Yong-Doo
    • Journal of Korea Multimedia Society
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    • v.7 no.9
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    • pp.1246-1254
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    • 2004
  • This paper presents a image coding method that is well adaptive to close-range video transmission because of its low titrate and simple coding procedure. At first, it reduces temporal redundancies by performing image DPCM between previous frame and current frame, and makes wavelet transformed image of this difference image. Then, the coefficients are quantized selectively by using the coefficient values of base level and mid-frequency level because inter-level redundancies are widely exists in multi-resolution images. Finally quantized coefficients are made iron the function that implies the target bitrate, the average coefficient energy, and the value of the level. The proposed method shows the effective Performance in the experiments using the continuous motion images and transition images.

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Improving Accuracy of Land Cover Classification in River Basins using Landsat-8 OLI Image, Vegetation Index, and Water Index (Landsat-8 OLI 영상과 식생 및 수분지수를 이용한 하천유역 토지피복분류 정확도 개선)

  • PARK, Ju-Sung;LEE, Won-Hee;JO, Myung-Hee
    • Journal of the Korean Association of Geographic Information Studies
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    • v.19 no.2
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    • pp.98-106
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    • 2016
  • Remote sensing is an efficient technology for observing and monitoring the land surfaces inaccessible to humans. This research proposes a methodology for improving the accuracy of the land cover classification using the Landsat-8 operational land imager(OLI) image. The proposed methodology consists of the following steps. First, the normalized difference vegetation index(NDVI) and normalized difference water index(NDWI) images are generated from the given Landsat-8 OLI image. Then, a new image is generated by adding both NDVI and NDWI images to the original Landsat-8 OLI image using the layer-stacking method. Finally, the maximum likelihood classification(MLC), and support vector machine(SVM) methods are separately applied to the original Landsat-8 OLI image and new image to identify the five classes namely water, forest, cropland, bare soil, and artificial structure. The comparison of the results shows that the utilization of the layer-stacking method improves the accuracy of the land cover classification by 8% for the MLC method and by 1.6% for the SVM method. This research proposes a methodology for improving the accuracy of the land cover classification by using the layer-stacking method.

Comparative Study for the Measurement of Fermoral Anteversion by Manual Method and Image Viewer (대퇴골 전염각 측정을 위한 수 작업 방법과 Image Viewer 방법과의 비교 연구)

  • Gwon, Dae-Cheol;Park, Beom
    • Journal of the Ergonomics Society of Korea
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    • v.20 no.3
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    • pp.27-35
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    • 2001
  • The measurement of the fermoral anteversion is an important factor in the practice of orthopedic surgery. The anteversion is measured by means of the axis of head and neck of the femur. In this study. widely used computed tomography method of measuring anteversion was tested on femoral necks of patients. Measurement by the manual method and image viewer of computed tomography to determine the anteversion of femoral head were carried out on both femurs. In January and February 2001, 30 patients 3 to 6 years of age were randomly selected from Seoul National University Hospital. the purpose of this paper was to introduce a new method to measure femoral anteversion angle utilizing image viewer program. This new method was more accurate and convenient than the conventional manual method. No significant difference was observed between the manual method and the image viewer measurement of femoral anteversion. In conclusion, image viewer program was statistically more reliable in determining the angle of the fermoral anteversion.

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Moving Object Segmentation Using Spatio-Temporal Information (시공간 정보를 이용한 움직이는 물체의 분할)

  • 장재식;김종배;이창우;김항준
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2001.06a
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    • pp.217-220
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    • 2001
  • In this paper, we propose a segmentation method of moving object using the spatio-temporal information in image sequences. Proposed method consists of motion detection step using difference image, region segmentation step using k-means algorithm, motion estimation step and segmenting step using intensity and motion information. Experimental results show that the method is capable of segmenting variously moving objects in image sequences.

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