• Title/Summary/Keyword: camera image

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Performance Analysis of Optimization Method and Filtering Method for Feature-based Monocular Visual SLAM (특징점 기반 단안 영상 SLAM의 최적화 기법 및 필터링 기법 성능 분석)

  • Jeon, Jin-Seok;Kim, Hyo-Joong;Shim, Duk-Sun
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.68 no.1
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    • pp.182-188
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    • 2019
  • Autonomous mobile robots need SLAM (simultaneous localization and mapping) to look for the location and simultaneously to make the map around the location. In order to achieve visual SLAM, it is necessary to form an algorithm that detects and extracts feature points from camera images, and gets the camera pose and 3D points of the features. In this paper, we propose MPROSAC algorithm which combines MSAC and PROSAC, and compare the performance of optimization method and the filtering method for feature-based monocular visual SLAM. Sparse Bundle Adjustment (SBA) is used for the optimization method and the extended Kalman filter is used for the filtering method.

Semiotic Interpretation of Beauty Camera App Interface Design Elements: Centered on Roland Barthes' Semiotics

  • Yongfeng Liu
    • International Journal of Advanced Culture Technology
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    • v.12 no.3
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    • pp.213-224
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    • 2024
  • This study utilizes Roland Barthes' semiotic theory to explore how interface design elements of beauty camera apps, such as filters and stickers, icons and buttons, layout and structure, function as symbols of self-expression, and their impact on users' social identity and personal image. Through in-depth analysis of applications like BeautyPlus, Ulike, MeituPic, and Faceu, this research found that these apps emphasize usability, visual appeal, and social interactivity in their design. These elements not only enhance user experience and operational efficiency but also reflect popular cultural trends and aesthetic preferences. From Barthes' perspective, these interface elements have become "myths" with specific social meanings, which are naturalized in daily use and promote the widespread acceptance of particular aesthetic standards. These interface design elements are not just tools for self-expression; they are also powerful cultural symbols that shape modern social interactions and visual culture. This research offers a new perspective to understand the interactions between individuals and society in the digital age, emphasizing the role of technology, culture, and social interaction in shaping contemporary human behavior and social relationships.

A Study on the Vision Sensor Using Scanning Beam for Welding Process Automation (용접자동화를 위한 주사빔을 이용한 시각센서에 관한 연구)

  • You, Won-Sang;Na, Suck-Joo
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.20 no.3
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    • pp.891-900
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    • 1996
  • The vision sensor which is based on the optical triangulation theory with the laser as an auxiliary light source can detect not only the seam position but the shape of seam. In this study, a vision sensor using the scanning laser beam was investigated. To design the vision sensor which considers the reflectivity of the sensing object and satisfies the desired resolution and measuring range, the equation of the focused laser beam which has a Gaussian irradiance profile was firstly formulated, Secondly, the image formaing sequence, and thirdly the relation between the displacement in the measuring surface and the displacement in the camera plane was formulated. Therefore, the focused beam diameter in the measuring range could be determined and the influence of the relative location between the laser and camera plane could be estimated. The measuring range and the resolution of the vision sensor which was based on the Scheimpflug's condition could also be calculated. From the results mentioned above a vision sensor was developed, and an adequate calibration technique was proposed. The image processing algorithm which and recognize the center of joint and its shape informaitons was investigated. Using the developed vision sensor and image processing algorithm, the shape informations was investigated. Using the developed vision sensor and image processing algorithm, the shape informations of the vee-, butt- and lap joint were extracted.

Color Image Compensation Method using Advanced Image Formation Model and Adaptive Filter (개선된 영상생성 모델과 적응적 필터를 이용한 칼라 영상 보정방법)

  • Choi, Ho-Hyung;Yun, Byoung-Ju
    • The Journal of the Korea Contents Association
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    • v.9 no.12
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    • pp.10-18
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    • 2009
  • Color rendition method is necessary for improving the low contrast images which are achieved by PDA, mobile phone camera or PC camera. There are some methods for color rendition. However, after correcting the color, image quality degradations, such as graying-out, halo-artifact and color noise, may occur. In order to overcome these problems, this paper proposes a retinex-based color rendition method. The proposed method uses the HSV color coordinate system to avoid the graying-out, and the advanced image formation model to reduce the halo-artifact in which the image is divided into three components as the global illumination, the local illumination, and reflectance. The experiment results show that the proposed method yields better performance of color correction over the conveniently method.

Image-Based Relighting Rendering System (영상 기반 실시간 재조명 렌더링 시스템)

  • Kim, Soon-Hyun;Lee, Joo-Haeng;Kyung, Min-Ho
    • Journal of the HCI Society of Korea
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    • v.2 no.1
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    • pp.25-31
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    • 2007
  • We develop an interactive relighting renderer allowing camera view changes based on a deep-frame buffer approach. The renderer first caches the rendering parameters for a given 3D scene in an auxiliary buffer with the same size of the output image. The rendering parameters independent from light changes are selected from the shading models used for shading pixels. Next, as the user interactively edits one light at one time, the relighting renderer instantly re-shades each pixel by updating the contribution of the changed light with the shading parameters cached in the deep-frame buffer. When the camera moves, the cache values should be re-computed because the currently cached values become obsolete. We present a novel method to synthesize them quickly from the cache images of the user specified cameras by using an image-based technique. This computations are all performed on GPU to achieve real-time performance.

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A Comparison of 3D Reconstruction through the Passive and Pseudo-Active Acquisition of Images (수동 및 반자동 영상획득을 통한 3차원 공간복원의 비교)

  • Jeona, MiJeong;Kim, DuBeom;Chai, YoungHo
    • Journal of Broadcast Engineering
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    • v.21 no.1
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    • pp.3-10
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    • 2016
  • In this paper, two reconstructed point cloud sets with the information of 3D features are analyzed. For a certain 3D reconstruction of the interior of a building, the first image set is taken from the sequential passive camera movement along the regular grid path and the second set is from the application of the laser scanning process. Matched key points over all images are obtained by the SIFT(Scale Invariant Feature Transformation) algorithm and are used for the registration of the point cloud data. The obtained results are point cloud number, average density of point cloud and the generating time for point cloud. Experimental results show the necessity of images from the additional sensors as well as the images from the camera for the more accurate 3D reconstruction of the interior of a building.

Development of Hydrophilic Performance Measurement System for Anti-Condensation Using Computer Image (컴퓨터 영상을 이용한 오염방지 친수성능 측정 시스템 개발)

  • Ahn, Byung-Tae;Cho, Sung-Ho;Choi, Sun;Kim, Eun-Kuk;Park, Sang-Soo;Hwang, Heon
    • Journal of Biosystems Engineering
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    • v.35 no.4
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    • pp.257-261
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    • 2010
  • Surface energy is the principal factor of anti-condensation. High surface energy appears hydrophilic itself and low surface energy represents hydrophobic itself. The contact angle is widely being used for measurement of surface energy of materials, evaluation of coating performances, measurement of wettability, and so on. However, the existing contact angle measuring system is so expensive for purchasing and complicated, so it takes a lot of time and money to use. This study was conducted to develop the algorithm for evaluating hydrophilic performance through measuring the contact angle of water droplet automatically, and fabricate relatively simple measuring system using a low-cost monochrome camera and image processing. A constant amount of water was firstly allocated on a slide by a micropipette, and then the image of water droplet was captured by monochrome digital camera and sent to a computer. The image was binarized and then reduced noises by labeling. Finally, the contact angle of water droplet was computed by using three points (left, right, and top coordinates), simple linear mathematics, and trigonometric function. The experimental results demonstrated the accuracy and reproducibility of the developed system showing less deviations and deviation ratio.

A Technique to Detect the Shadow Pixels of Moving Objects in the Images of a Video Camera (비디오 카메라 영상 내 동적 물체의 그림자 화소 검출 기법)

  • Park Su-Woo;Kim Jungdae;Do Yongtae
    • Journal of Korea Multimedia Society
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    • v.8 no.10
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    • pp.1314-1321
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    • 2005
  • In video surveillance and monitoring (VSAM), extracting foreground by detecting moving regions is the most fundamental step. The foreground extracted, however, includes not only objects in motion but also their shadows, which may cause errors in following video image processing steps. To remove the shadows, this paper presents a new technique to determine shadow pixels in the foreground image of a VSAM camera system. The proposed technique utilizes a fact that the effect of shadowing to each pixel is different defending on its brightness in a background image when determining shadow pixels unlike existing techniques where unified decision criteria are used to all pixels. Such an approach can easily accommodate local features in an image and hold consistent Performance even in changing environment. In real experiments, the proposed technique showed better results compared with an existing technique.

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3D image mosaicking technique using multiple planes for urban visualization (복수 투영면을 사용한 도심지 가시화용 3 차원 모자이크 기술)

  • CHON Jaechoon;KIM Hyongsuk
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.42 no.3 s.303
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    • pp.41-50
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    • 2005
  • A novel image mosaicking technique suitable for 3D urban visualization is proposed. It is not effective to apply 2D image mosaicking techniques for urban visualization when, for example, one is filming a sequence of images from a side-looking video camera along a road in an urban area. The proposed method presents the roadside scene captured by a side-looking video camera as a continuous set of textured planar faces, which are termed 'multiple planes' in this paper. The exterior parameters of each frame are first calculated through automatically selected matching feature points. The matching feature points are also used to estimate a plane approximation of the scene geometry for each frame. These planes are concatenated to create an approximate model on which images are back-projected as textures. Here, we demonstrate algorithm that creates efficient image mosaics in 3D space from a sequence of real images.

A Study on the Seam Tracking by Using Vision Sensor (비전센서를 이용한 용접선 추적에 관한 연구)

  • 배철오;김현수
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.6 no.8
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    • pp.1374-1380
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    • 2002
  • Recently, the use of Robot increase little by little for the purpose of developing a welding quality and productivity in the welding part. It is more important to contact the seam for arc welding before moving a welding robot. There are two types of method to contact the seam namely contact and non-contact type largely. In this paper, image processing sensor(a kind of non-contact sensor) is concerned to track the seam by using laser diode and CCD camera. A structured laser diode's light illuminated on the weld groove and the reflected shape is introduced by CCD camera. The image board captures this image and software analyzes this image. The robot is moved and welded exactly as acquired image X-Y data is changed with robot's X-Y value. Also, most of seam tracking are considered by changing the program simply in case of the different weld groove of plane surface.