• Title/Summary/Keyword: Single image

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Single Image-Based 3D Face Modeling for 3D Printing (3D 프린팅을 위한 단일 영상 기반 3D 얼굴 모델링 연구)

  • Song, Eungyeol;Koh, Wan-Ki;Yu, Sunjin
    • Journal of the Korean Society of Radiology
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    • v.10 no.8
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    • pp.571-576
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    • 2016
  • 3D printing has recently been used in various fields. Among various applications, 3D face data must be generated for 3D face printing. A laser scanner is used to acquire 3D face data, but there is a restriction that a person should not move during scanning. In this paper, we propose a 3D face modeling method based on a single image and a face transformation system to use the generated 3D face for virtual cosmetic surgery. We have defined facial feature points from the 3D face database for 3D face data generation. After extracting feature points from a single face image, 3D face of the input face image is generated corresponding to the 3D face feature points defined from the 3D face database. After 3D face modeling, 3D face modification part is applied for use such as virtual cosmetic surgery.

Reconstruction of a 3D Model using the Midpoints of Line Segments in a Single Image (한 장의 영상으로부터 선분의 중점 정보를 이용한 3차원 모델의 재구성)

  • Park Young Sup;Ryoo Seung Taek;Cho Sung Dong;Yoon Kyung Hyun
    • Journal of KIISE:Computer Systems and Theory
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    • v.32 no.4
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    • pp.168-176
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    • 2005
  • We propose a method for 3-dimensionally reconstructing an object using a line that includes the midpoint information from a single image. A pre-defined polygon is used as the primitive and the recovery is processed from a single image. The 3D reconstruction is processed by mapping the correspondence point of the primitive model onto the photo. In the recent work, the reconstructions of camera parameters or error minimizing methods through iterations were used for model-based 3D reconstruction. However, we proposed a method for the 3D reconstruction of primitive that consists of the segments and the center points of the segments for the reconstruction process. This method enables the reconstruction of the primitive model to be processed using only the focal length of various camera parameters during the segment reconstruction process.

Recent Trends in Human Pose Estimation Based on a Single Image (단일 이미지에 기반을 둔 사람의 포즈 추정에 대한 연구 동향)

  • Cho, Jungchan
    • The Journal of Korean Institute of Next Generation Computing
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    • v.15 no.5
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    • pp.31-42
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    • 2019
  • With the recent development of deep learning technology, remarkable achievements have been made in many research areas of computer vision. Deep learning has also made dramatic improvement in two-dimensional or three-dimensional human pose estimation based on a single image, and many researchers have been expanding the scope of this problem. The human pose estimation is one of the most important research fields because there are various applications, especially it is a key factor in understanding the behavior, state, and intention of people in image or video analysis. Based on this background, this paper surveys research trends in estimating human poses based on a single image. Because there are various research results for robust and accurate human pose estimation, this paper introduces them in two separated subsections: 2D human pose estimation and 3D human pose estimation. Moreover, this paper summarizes famous data sets used in this field and introduces various studies which utilize human poses to solve their own problem.

A Study on Various Attention for Improving Performance in Single Image Super Resolution (초고해상도 복원에서 성능 향상을 위한 다양한 Attention 연구)

  • Mun, Hwanbok;Yoon, Sang Min
    • Journal of Broadcast Engineering
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    • v.25 no.6
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    • pp.898-910
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    • 2020
  • Single image-based super-resolution has been studied for a long time in computer vision because of various applications. Various deep learning-based super-resolution algorithms are introduced recently to improve the performance by reducing side effects like blurring and staircase effects. Most deep learning-based approaches have focused on how to implement the network architecture, loss function, and training strategy to improve performance. Meanwhile, Several approaches using Attention Module, which emphasizes the extracted features, are introduced to enhance the performance of the network without any additional layer. Attention module emphasizes or scales the feature map for the purpose of the network from various perspectives. In this paper, we propose the various channel attention and spatial attention in single image-based super-resolution and analyze the results and performance according to the architecture of the attention module. Also, we explore that designing multi-attention module to emphasize features efficiently from various perspectives.

Efficient Image Data Processing using a Real Time Concurrent Single Memory Input/Output Access (실시간 단일 메모리 동시 입출력을 이용한 효율적인 영상 데이터 처리)

  • Lee, Gunjoong;Han, Geumhee;Ryoo, Kwangki
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2012.10a
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    • pp.103-106
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    • 2012
  • A memory access method that data are read with different sequences with writing order is a simple but important procedure in many image compression standards, such as JPEG, MPEG1/2/4, H.264, and HEVC. For real time processing, double buffering is widely used using two block sized buffers, that accesses buffers concurrently with alternative way to read and write. In some cases like a transpose memory in 2D DCT with a simple and regular access order, a single buffering which requires only single block sized buffer can be used. This paper shows that even in complex access orders there is a regularity among updating orders within a finite turns, and suggested an effective implementation method using a single block sized buffer to process concurrent read/write operation with different access orders.

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A Study on a 3D Modeling for surface Inspection of a Moving Object (비등속 이동물체의 표면 검사를 위한 3D 모델링 기술에 관한 연구)

  • Ye, Soo-Young;Yi, Young-Youl;Nam, Ki-Gon
    • Journal of the Institute of Convergence Signal Processing
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    • v.8 no.1
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    • pp.15-21
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    • 2007
  • We propose a 3D modeling method for surface inspection of non-constant velocity moving object. 1'lie laser lines reflect tile surface curvature. We can acquire 3D surface information by analyzing projected laser lines on object. In this paper, we use multi-line laser to improve the single stripe method and high speed of single frame. Binarization and edge extraction of frame image were proposed for robust laser each line extraction. A new labeling method was used for laser line labeling. We acquired some feature points for image matching from the frame data and juxtaposed the frames data to obtain a 3D shape image. We verified the superiority of proposed method by applying it to inspect container's damages.

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Visual evaluation according to silhouette and jacket type of men's suits (남성 정장수트의 실루엣과 재킷의 여밈에 따른 시각적 평가)

  • Kim, Jeong-Mee
    • Journal of the Korea Fashion and Costume Design Association
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    • v.23 no.2
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    • pp.105-114
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    • 2021
  • This study aims to evaluate the differences in visual images due to the variations in the silhouette and jacket type of men's suits. Six samples were used for this study: 3 examples had variations in the silhouette while 2 variations were in the jacket type. They were evaluated using a 7-point rating scale and a survey was conducted among 80 fashion students. The data was analyzed by Factor Analysis, ANOVA, Scheffé Test, and the MCA method. This study's results are as follows: 1) According to Factor Analysis, the components of visual evaluation by the silhouette and the jacket type of men's suit were classified into: attractiveness, masculinity, practicality, and naturalness. Among these factors, attractiveness and masculinity were evaluated to be the most important factors. 2) Men's suits with a single-breasted jacket had a simple and practical images in fitted and boxy silhouettes. Double-breasted jacket suits showed sexy, refined, and chic images in the fitted and slim silhouettes, and expressed an adult, profound, and conservative images in the boxy and fitted silhouettes. 3) The silhouette and the jacket type of men's suit interacted with masculinity and the practicality. Fitted and slim silhouette suits had different images that looked adult, profound, and conservative depending on the jacket type, but the boxy silhouette suit did not show the same effect. 4) According to the MCA on the attractiveness and the naturalness, the jacket type affected the visual image of men's suit more than the silhouette. Double-breasted jacket suits had more sexy, refined, and chic image than the single-breasted jacket suits. Men's suits with a single-breasted jacket had a more comfortable and natural image than those with a double breasted jacket.

Extracting Shadow area and recovering of image (영상의 그림자 영역 경계 검출 및 복원 연구)

  • Choi, Yun-Woong;Jeon, Jae-Yong;Park, Jung-Nam;Cho, Gi-Sung
    • Proceedings of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography Conference
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    • 2007.04a
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    • pp.169-173
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    • 2007
  • Nowadays the aerial photos is using to get the information around our spatial environment and it increases by geometric progression in many fields. The aerial photos need in a simple object such as cartography and ground covey classification and also in a social objects such as the city plan, environment, disaster, transportation etc. However, the shadow, which includes when taking the aerial photos, makes a trouble to interpret the ground information, and also users, who need the photos in their field tasks, have restriction. This study, for removing the shadow, uses the single image and the image without the source of image and taking situation. Also, this study present clustering algorism based on HIS color model that use Hue, Saturation and Intensity, especially this study used I(intensity) to extract shadow area from image. And finally by filtering in Fourier frequency domain creates the intrinsic image which recovers the 3-D color information and removes the shadow.

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3D reconstruction using a method of the planar homography from uncalibrated camera

  • Yoon Yong In;Choi Jong Soo;Kwon Jun sik;Kwon Oh Keun
    • Proceedings of the IEEK Conference
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    • 2004.08c
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    • pp.804-809
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    • 2004
  • It is essential to calibrate a camera in order to recover 3-dimensional reconstruction from uncalibrated images. This paper proposes a new technique of the camera calibration using a homography between the planar patterns image taken by the camera, which is located at the three planar patterns image. Since the proposed method should be computed from the homography among the three planar patterns from a single image, it is implemented more easily and simply to recover 3D object than the conventional. Experimental results show the performances of the proposed method are the better than the conventional. We demonstrate the examples of 3D reconstruction using the proposed algorithm from image sequence.

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Multiresolution Image Browsing Techniques and Optimization for Image Retrieval System (영상 검색 시스템을 위한 다해상도 영상 검색 브라우징 방법과 최적화)

  • 박대철
    • Journal of Broadcast Engineering
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    • v.1 no.2
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    • pp.96-107
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    • 1996
  • In case of remote image retrieval via shared network or low speed link in order to make a decision for target image problems such as transmission delay are encountered. In this paper browsing and optimization techniques are proposed for fast retrieval of Image by the multiresolution representation and progressive transmission. The proposed network model was analyzed and evaluated for system's performance improvement. Interactive user-system using several multiresolution representation has shown better performance in transmission delay minimization over the single resolution image retrieval system.

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