• Title/Summary/Keyword: image stitching

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3D Face Model Texturing Using Panorama Image Stitching (파노라마 이미지 스티칭 기술을 이용한 3차원 얼굴 모델 텍스쳐링 기법)

  • Cho, Kwang-Hyeon;Kim, Gye-Young;Choi, Hyung-Il
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2011.01a
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    • pp.47-49
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    • 2011
  • 본 논문에서는 사용자의 정면, 측면 영상을 이용하여 3차원 얼굴 모델에 적합한 텍스쳐 맵을 생성, 이를 이용하여 3차원 얼굴 모델을 생성하는 방법을 제안한다. 기존 3차원 얼굴 모델은 매핑 할 텍스쳐 영상들을 하나로 통합하여 이를 원통형 좌표계를 통해 텍스쳐링 하는 방법이 이용되고 있다. 이때 정면과 측면의 영상을 3차원 얼굴 모델의 중심축을 기준으로 계산하여 좌표에 맞게 투영시키고 통합 및 보간하여 텍스쳐링 하게 된다. 사용자는 이를 위하여 정면과 측면 영상을 원통형 좌표에 맞게 통합시키는 작업이 필요하다. 본 논문은 사용자에게 수반되는 이러한 작업을 줄이고 발생될 수 있는 텍스쳐의 왜곡을 최소화하기 위한 방법을 제시한다. 2차원 정면 측면 이미지를 3차원 얼굴모델에 투영시키고 정면과 측면을 구분하여 각 텍스쳐 간 경계 부분을 자연스럽게 처리하기 위해 파노라마 이미지 스티칭 기술을 이용하여 텍스쳐링 한 뒤 얼굴 모델을 생성하는 방법에 대해서 기술한다.

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Objective Quality Assessment for Stitched Image and Video (스티칭 영상의 객관적 영상화질의 평가 방법)

  • Billah, Meer Sadeq;Tuan, Thai Thanh;Ahn, Heejune
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2017.11a
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    • pp.218-220
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    • 2017
  • Recently, stitching techniques are used for obtaining wide FOV, e.g., panorama contents, from normal cameras. Despite many proposed algorithms, the no objective quality evaluation method is developed, so the comparison of algorithms are performed only in subjective way. The paper proposes a 'Delaunay-triangulation based objective assessment method' for evaluating the geometric and photometric distortions of stitched or warped images. The reference and target images are segmented by Delaunay-triangulation based on matched points between two images, the average Euclidian distance is used for geometric distortion measure, and the average or histogram of PSNR for photometric measure. We shows preliminary results with several test images and stitching methods for demonstrate the benefits and application.

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High Resolution 360 degree Video Generation System using Multiple Cameras (다수의 카메라를 이용한 고해상도 360도 동영상 생성 시스템)

  • Jeong, Jinwook;Jun, Kyungkoo
    • Journal of Korea Multimedia Society
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    • v.19 no.8
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    • pp.1329-1336
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    • 2016
  • This paper develops a 360 degree video system using multiple off-the-shelf webcams and a set of embedded boards. Existing 360 degree cameras have shortcomings that they do not support real-time video generation since recorded videos should be copied to computers or smartphones which then provide stitching. Another shortcoming is that wide FoV(Field of View) cameras are not able to provide sufficiently high resolution. Moreover, resulting images are visually distorted bending straight lines. By employing an array of 65 degree FoV webcams, we were able to generate videos on the spot and achieve over 6K resolution with much less distortion. We describe the configuration and algorithms of the proposed system. The performance evaluation results of our early stage prototype system are presented.

Thermal Image Mosaicking Using Optimized FAST Algorithm

  • Nguyen, Truong Linh;Han, Dong Yeob
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.35 no.1
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    • pp.41-53
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    • 2017
  • A thermal camera is used to obtain thermal information of a certain area. However, it is difficult to depict all the information of an area in an individual thermal image. To form a high-resolution panoramic thermal image, we propose an optimized FAST (feature from accelerated segment test) algorithm to combine two or more images of the same scene. The FAST is an accurate and fast algorithm that yields good positional accuracy and high point reliability; however, the major limitation of a FAST detector is that multiple features are detected adjacent to one another and the interest points cannot be obtained under no significant difference in thermal images. Our proposed algorithm not only detects the features in thermal images easily, but also takes advantage of the speed of the FAST algorithm. Quantitative evaluation shows that our proposed technique is time-efficient and accurate. Finally, we create a mosaic of the video to analyze a comprehensive view of the scene.

City-Scale Modeling for Street Navigation

  • Huang, Fay;Klette, Reinhard
    • Journal of information and communication convergence engineering
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    • v.10 no.4
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    • pp.411-419
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    • 2012
  • This paper proposes a semi-automatic image-based approach for 3-dimensional (3D) modeling of buildings along streets. Image-based urban 3D modeling techniques are typically based on the use of aerial and ground-level images. The aerial image of the relevant area is extracted from publically available sources in Google Maps by stitching together different patches of the map. Panoramic images are common for ground-level recording because they have advantages for 3D modeling. A panoramic video recorder is used in the proposed approach for recording sequences of ground-level spherical panoramic images. The proposed approach has two advantages. First, detected camera trajectories are more accurate and stable (compared to methods using multi-view planar images only) due to the use of spherical panoramic images. Second, we extract the texture of a facade of a building from a single panoramic image. Thus, there is no need to deal with color blending problems that typically occur when using overlapping textures.

A Cultural Product Design Development of Korean Image by the Use of Fabric Materials (섬유소재를 이용한 한국적 이미지의 문화상품 디자인개발)

  • 오현정;오선희
    • Journal of the Korean Society of Clothing and Textiles
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    • v.28 no.11
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    • pp.1353-1360
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    • 2004
  • The purpose of this study is to develop a cultural products design of korean image using fabrics. The study is carry out in literature research methods and make sample product. We examine existing researches about cultural product design development to understand developed items, materials, and design directions. The brainstorming method and the established literature researches were used to obtain the design components of Korean image. A cultural products design was developed into the decorative structural details. The results can be summarized as follows: Korean image is pure, passive, gentle, small, and lasting life-force at weeds and wild flowers. Korean form is rounded curve and soft silhouette as streamy, not exaggerate. Korean color is not a finishing treatment, non-dyed natural color, or pastel, light greyish, and dull tone. Korean textile is a natural materials as linen, ramie, and coarse silk. Final sample products are table supplies, home goods and bed goods applying the sewing method of tuck, quilting, top-stitching, patch work, applique and embroidery.

Improved algorithm for measurement area expansion of atomic force microscope using Image pyramid method (영상 피라미드법을 이용한 원자간력 현미경의 측정면적 확대 알고리즘 개선)

  • Ko M.J.;Seo Y.K.;Hong S.W.
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2006.05a
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    • pp.483-484
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    • 2006
  • This paper introduces an improved surface matching algorithm that can be used to reconstruct the surface topography of an object that is scanned from multiple overlapping regions by an AFM. The essence of the image matching technique is stitching two neighboring images intentionally overlapped with each other. To enhance the computational efficiency, this paper introduces a pyramid matching algorithm which makes use of reduced images for primary images. The results show that the proposed image pyramid matching algorithm is useful fer enhancing the computational efficiency.

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The Power Line Deflection Monitoring System using Panoramic Video Stitching and Deep Learning (딥 러닝과 파노라마 영상 스티칭 기법을 이용한 송전선 늘어짐 모니터링 시스템)

  • Park, Eun-Soo;Kim, Seunghwan;Lee, Sangsoon;Ryu, Eun-Seok
    • Journal of Broadcast Engineering
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    • v.25 no.1
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    • pp.13-24
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    • 2020
  • There are about nine million power line poles and 1.3 million kilometers of the power line for electric power distribution in Korea. Maintenance of such a large number of electric power facilities requires a lot of manpower and time. Recently, various fault diagnosis techniques using artificial intelligence have been studied. Therefore, in this paper, proposes a power line deflection detect system using artificial intelligence and computer vision technology in images taken by vision system. The proposed system proceeds as follows. (i) Detection of transmission tower using object detection system (ii) Histogram equalization technique to solve the degradation in image quality problem of video data (iii) In general, since the distance between two transmission towers is long, a panoramic video stitching process is performed to grasp the entire power line (iv) Detecting deflection using computer vision technology after applying power line detection algorithm This paper explain and experiment about each process.

Objective Quality Assessment Method for Stitched Images (스티칭 영상의 객관적 영상화질의 평가 방법)

  • Billah, Meer Sadeq;Ahn, Heejune
    • Journal of Broadcast Engineering
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    • v.23 no.2
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    • pp.227-234
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    • 2018
  • Recently, stitching techniques are used for obtaining wide FOV, e.g., panorama contents, from normal cameras. Despite many proposed algorithms, the no objective quality evaluation method is developed, so the comparison of algorithms are performed only in subjective way. The paper proposes a 'Delaunay-triangulation based objective assessment method' for evaluating the geometric and photometric distortions of stitched or warped images. The reference and target images are segmented by Delaunay-triangulation based on matched points between two images, the average Euclidian distance is used for geometric distortion measure, and the average or histogram of PSNR for photometric measure. We shows preliminary results with several test images and stitching methods for demonstrate the benefits and application.

Microscopic Image-based Cancer Cell Viability-related Phenotype Extraction (현미경 영상 기반 암세포 생존력 관련 표현형 추출)

  • Misun Kang
    • Journal of Biomedical Engineering Research
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    • v.44 no.3
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    • pp.176-181
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    • 2023
  • During cancer treatment, the patient's response to drugs appears differently at the cellular level. In this paper, an image-based cell phenotypic feature quantification and key feature selection method are presented to predict the response of patient-derived cancer cells to a specific drug. In order to analyze the viability characteristics of cancer cells, high-definition microscope images in which cell nuclei are fluorescently stained are used, and individual-level cell analysis is performed. To this end, first, image stitching is performed for analysis of the same environment in units of the well plates, and uneven brightness due to the effects of illumination is adjusted based on the histogram. In order to automatically segment only the cell nucleus region, which is the region of interest, from the improved image, a superpixel-based segmentation technique is applied using the fluorescence expression level and morphological information. After extracting 242 types of features from the image through the segmented cell region information, only the features related to cell viability are selected through the ReliefF algorithm. The proposed method can be applied to cell image-based phenotypic screening to determine a patient's response to a drug.