• Title/Summary/Keyword: Image Warping

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Hole Filling Algorithm for a Virtual-viewpoint Image by Using a Modified Exemplar Based In-painting

  • Ko, Min Soo;Yoo, Jisang
    • Journal of Electrical Engineering and Technology
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    • v.11 no.4
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    • pp.1003-1011
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    • 2016
  • In this paper, a new algorithm by using 3D warping technique to effectively fill holes that are produced when creating a virtual-viewpoint image is proposed. A hole is defined as the region that cannot be seen in the reference view when a virtual view is created. In the proposed algorithm, to reduce the blurring effect that occurs on the hole region filled by conventional algorithms and to enhance the texture quality of the generated virtual view, Exemplar Based In-painting algorithm is used. The boundary noise which occurs in the initial virtual view obtained by 3D warping is also removed. After 3D warping, we estimate the relative location of the background to the holes and then pixels adjacent to the background are filled in priority to get better result by not using only adjacent object's information. Also, the temporal inconsistency between frames can be reduced by expanding the search region up to the previous frame when searching for most similar patch. The superiority of the proposed algorithm compared to the existing algorithms can be shown through the experimental results.

Morphing and Warping using Delaunay Triangulation in Android Platform (안드로이드 플랫폼에서 들로네 삼각망을 이용한 모핑 및 와핑 기법)

  • Hwang, Ki-Tae
    • Journal of Korea Game Society
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    • v.10 no.6
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    • pp.137-146
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    • 2010
  • According to rapid advent of the smartphone, software technologies which have been used on PCs are being introduced into the smartphone. This paper introduces an implementation of an application software under the Android platform using morphing and warping technology. It composes two face images with morphing technology and also transforms an original face image using warping technology for fun. For this, the image is triangulated by Delaunay Triangulation based on control points which are created by simple LCD touches on the mobile device. The implementation case of this paper will be a good reference for the development of applications like games using morphing and warping technologies over Android platforms.

An User-Friendly Method of Image Warping for Traffic Monitoring System (실시간 교통상황 모니터링 시스템을 위한 유저 친화적인 영상 변형 방법)

  • Yi, Chuho;Cho, Jungwon
    • Journal of Digital Convergence
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    • v.14 no.12
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    • pp.231-236
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    • 2016
  • Currently, a traffic monitoring service using a surveillance camera is provided through internet. In general, if the user points a certain location on a map, then this service shows the real-time image of the camera where it is mounted. In this paper, we proposed the intuitive surveillance monitoring system which displays a real-time camera image on the map by warping with bird's-eye view and with the top of image as the north. In order to robustly estimate the road plane using camera image, we used the motion vectors which can be detected to changes in brightness. We applied a re-adjustment process to have the same directivity with a map and presented a user-friendly interface that can be displayed on the map. In the experiment, the proposed method was presented as the result of warping image that the user can easily perceive like a map.

Regional Linear Warping for Image Stitching with Dominant Edge Extraction

  • Yoo, Jisung;Hwang, Sung Soo;Kim, Seong Dae;Ki, Myung Seok;Cha, Jihun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.7 no.10
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    • pp.2464-2478
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    • 2013
  • Image stitching techniques produce an image with a wide field-of-view by aligning multiple images with a narrow field-of-view. While conventional algorithms successfully stitch images with a small parallax, structure misalignment may occur when input images contain a large parallax. This paper presents an image stitching algorithm that aligns images with a large parallax by regional linear warping. To this end, input images are first approximated as multiple planar surfaces, and different linear warping is applied to each planar surface. For approximating input images as multiple planar surfaces, the concept of dominant edges is introduced. Dominant edges are defined as conspicuous edges of lines in input images, and extracted dominant edges identify the boundaries of each planar surface. Dominant edge extraction is conducted by detecting distinct changes of local characteristics around strong edge pixels. Experimental results show that the proposed algorithm successfully stitches images with a large parallax without structure misalignment.

Similarity-Based Subsequence Search in Image Sequence Databases (이미지 시퀀스 데이터베이스에서의 유사성 기반 서브시퀀스 검색)

  • Kim, In-Bum;Park, Sang-Hyun
    • The KIPS Transactions:PartD
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    • v.10D no.3
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    • pp.501-512
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    • 2003
  • This paper proposes an indexing technique for fast retrieval of similar image subsequences using the multi-dimensional time warping distance. The time warping distance is a more suitable similarity measure than Lp distance in many applications where sequences may be of different lengths and/or different sampling rates. Our indexing scheme employs a disk-based suffix tree as an index structure and uses a lower-bound distance function to filter out dissimilar subsequences without false dismissals. It applies the normaliration for an easier control of relative weighting of feature dimensions and the discretization to compress the index tree. Experiments on medical and synthetic image sequences verify that the proposed method significantly outperforms the naive method and scales well in a large volume of image sequence databases.

Location Identification Using an Fisheye Lens and Landmarks Placed on Ceiling in a Cleaning Robot (어안렌즈와 천장의 위치인식 마크를 활용한 청소로봇의 자기 위치 인식 기술)

  • Kang, Tae-Gu;Lee, Jae-Hyun;Jung, Kwang-Oh;Cho, Deok-Yeon;Yim, Choog-Hyuk;Kim, Dong-Hwan
    • Journal of Institute of Control, Robotics and Systems
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    • v.15 no.10
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    • pp.1021-1028
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    • 2009
  • In this paper, a location identification for a cleaning robot using a camera shooting forward a room ceiling which kas three point landmarks is introduced. These three points are made from a laser source which is placed on an auto charger. A fisheye lens covering almost 150 degrees is utilized and the image is transformed to a camera image grabber. The widly shot image has an inevitable distortion even if wide range is coverd. This distortion is flatten using an image warping scheme. Several vision processing techniques such as an intersection extraction erosion, and curve fitting are employed. Next, three point marks are identified and their correspondence is investigated. Through this image processing and image distortion adjustment, a robot location in a wide geometrical coverage is identified.

Efficient Tiled Stereo Display System for Tangible Meeting

  • Kim, Ig-Jae;Ahn, Sang-Chul;Kim, Hyoung-Gon
    • 한국정보디스플레이학회:학술대회논문집
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    • 2007.08b
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    • pp.1239-1241
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    • 2007
  • In this paper, we present a tiled display system for tangible meeting. We built our system as a distributed system and use GPU based warping and image blending technique for real-time processing. For efficiency, we update specific area only, where the remote user exist, in real-time and blended it with static panoramic image of remote site.

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Multi-view Image Generation from Stereoscopic Image Features and the Occlusion Region Extraction (가려짐 영역 검출 및 스테레오 영상 내의 특징들을 이용한 다시점 영상 생성)

  • Lee, Wang-Ro;Ko, Min-Soo;Um, Gi-Mun;Cheong, Won-Sik;Hur, Nam-Ho;Yoo, Ji-Sang
    • Journal of Broadcast Engineering
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    • v.17 no.5
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    • pp.838-850
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    • 2012
  • In this paper, we propose a novel algorithm that generates multi-view images by using various image features obtained from the given stereoscopic images. In the proposed algorithm, we first create an intensity gradient saliency map from the given stereo images. And then we calculate a block-based optical flow that represents the relative movement(disparity) of each block with certain size between left and right images. And we also obtain the disparities of feature points that are extracted by SIFT(scale-invariant We then create a disparity saliency map by combining these extracted disparity features. Disparity saliency map is refined through the occlusion detection and removal of false disparities. Thirdly, we extract straight line segments in order to minimize the distortion of straight lines during the image warping. Finally, we generate multi-view images by grid mesh-based image warping algorithm. Extracted image features are used as constraints during grid mesh-based image warping. The experimental results show that the proposed algorithm performs better than the conventional DIBR algorithm in terms of visual quality.

Pruning and Matching Scheme for Rotation Invariant Leaf Image Retrieval

  • Tak, Yoon-Sik;Hwang, Een-Jun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.2 no.6
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    • pp.280-298
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    • 2008
  • For efficient content-based image retrieval, diverse visual features such as color, texture, and shape have been widely used. In the case of leaf images, further improvement can be achieved based on the following observations. Most plants have unique shape of leaves that consist of one or more blades. Hence, blade-based matching can be more efficient than whole shape-based matching since the number and shape of blades are very effective to filtering out dissimilar leaves. Guaranteeing rotational invariance is critical for matching accuracy. In this paper, we propose a new shape representation, indexing and matching scheme for leaf image retrieval. For leaf shape representation, we generated a distance curve that is a sequence of distances between the leaf’s center and all the contour points. For matching, we developed a blade-based matching algorithm called rotation invariant - partial dynamic time warping (RI-PDTW). To speed up the matching, we suggest two additional techniques: i) priority queue-based pruning of unnecessary blade sequences for rotational invariance, and ii) lower bound-based pruning of unnecessary partial dynamic time warping (PDTW) calculations. We implemented a prototype system on the GEMINI framework [1][2]. Using experimental results, we showed that our scheme achieves excellent performance compared to competitive schemes.

Mosaicking Techniques of Aerial Photographs using the RANSAC Algorithm (RANSAC 방법을 이용한 항공 사진 모자이킹 기법)

  • Lim, In-Geun
    • Journal of the Korea Institute of Military Science and Technology
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    • v.10 no.2
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    • pp.180-187
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    • 2007
  • In this paper, we propose an automatic method which combines two or more images acquired by camera on the air-vehicle into a larger image mosaics. The shift, scaling, rotation factors between two images can be calculated by using the correspondences between the points of the images. In order to estimate these factors, we find the relative positions of two images with respect to each other by using the SIFT descriptor and the RANSAC algorithm. After estimating the factors, the images can be merged into a single image mosaic by warping the target image. To avoid seams when mosaics are constructed from overlapped images, we apply the average gray level value of points within a overlapped zone. We have tested our proposed method on various image sets and have confirmed that our method produced good result subjectively.