• Title/Summary/Keyword: Face reconstruction

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Reconstruction from Feature Points of Face through Fuzzy C-Means Clustering Algorithm with Gabor Wavelets (FCM 군집화 알고리즘에 의한 얼굴의 특징점에서 Gabor 웨이브렛을 이용한 복원)

  • 신영숙;이수용;이일병;정찬섭
    • Korean Journal of Cognitive Science
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    • v.11 no.2
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    • pp.53-58
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    • 2000
  • This paper reconstructs local region of a facial expression image from extracted feature points of facial expression image using FCM(Fuzzy C-Meang) clustering algorithm with Gabor wavelets. The feature extraction in a face is two steps. In the first step, we accomplish the edge extraction of main components of face using average value of 2-D Gabor wavelets coefficient histogram of image and in the next step, extract final feature points from the extracted edge information using FCM clustering algorithm. This study presents that the principal components of facial expression images can be reconstructed with only a few feature points extracted from FCM clustering algorithm. It can also be applied to objects recognition as well as facial expressions recognition.

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Real-time Markerless Facial Motion Capture of Personalized 3D Real Human Research

  • Hou, Zheng-Dong;Kim, Ki-Hong;Lee, David-Junesok;Zhang, Gao-He
    • International Journal of Internet, Broadcasting and Communication
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    • v.14 no.1
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    • pp.129-135
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    • 2022
  • Real human digital models appear more and more frequently in VR/AR application scenarios, in which real-time markerless face capture animation of personalized virtual human faces is an important research topic. The traditional way to achieve personalized real human facial animation requires multiple mature animation staff, and in practice, the complex process and difficult technology may bring obstacles to inexperienced users. This paper proposes a new process to solve this kind of work, which has the advantages of low cost and less time than the traditional production method. For the personalized real human face model obtained by 3D reconstruction technology, first, use R3ds Wrap to topology the model, then use Avatary to make 52 Blend-Shape model files suitable for AR-Kit, and finally realize real-time markerless face capture 3D real human on the UE4 platform facial motion capture, this study makes rational use of the advantages of software and proposes a more efficient workflow for real-time markerless facial motion capture of personalized 3D real human models, The process ideas proposed in this paper can be helpful for other scholars who study this kind of work.

Face Reconstruction Using a Small Set of Feature Points (적은 수의 특징점을 이용한 얼굴 영상 복원)

  • 황본우;이성환
    • Proceedings of the Korean Information Science Society Conference
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    • 2000.04b
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    • pp.583-585
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    • 2000
  • 본 논문에서는 적은 수의 특징점을 이용한 얼굴 복원 방법을 제안한다. 먼저 얼굴을 형태와 질갑 프로토타입들의 선형 중첩으로 모형화한 다음, 특징점에서의 형태와 질감정보만을 가지고 각각의 얼굴이 요구하는 변형의 근사값을 찾는다. 본 논문에서는 이러한 under-determined 조건에서 최소 제곱법(least square minimization method)을 사용하여 최적값을 얻는다. 실험을 통하여 적은 수의 특징점을 이용하여 2차원 얼굴 영상을 효율적으로 복원할 수 있음을 검증하였다. 우리는 제안된 얼굴 영상을 압축하거나 겹침이나 잡영에 의해 손상된 영상으로부터 원래의 전체 정보를 복원하는데 중요한 역할을 할 수 있을 것으로 기대한다.

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3D Mesh Reconstruction Technique from Single Image using Deep Learning and Sphere Shape Transformation Method (딥러닝과 구체의 형태 변형 방법을 이용한 단일 이미지에서의 3D Mesh 재구축 기법)

  • Kim, Jeong-Yoon;Lee, Seung-Ho
    • Journal of IKEEE
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    • v.26 no.2
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    • pp.160-168
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    • 2022
  • In this paper, we propose a 3D mesh reconstruction method from a single image using deep learning and a sphere shape transformation method. The proposed method has the following originality that is different from the existing method. First, the position of the vertex of the sphere is modified to be very similar to the 3D point cloud of an object through a deep learning network, unlike the existing method of building edges or faces by connecting nearby points. Because 3D point cloud is used, less memory is required and faster operation is possible because only addition operation is performed between offset value at the vertices of the sphere. Second, the 3D mesh is reconstructed by covering the surface information of the sphere on the modified vertices. Even when the distance between the points of the 3D point cloud created by correcting the position of the vertices of the sphere is not constant, it already has the face information of the sphere called face information of the sphere, which indicates whether the points are connected or not, thereby preventing simplification or loss of expression. can do. In order to evaluate the objective reliability of the proposed method, the experiment was conducted in the same way as in the comparative papers using the ShapeNet dataset, which is an open standard dataset. As a result, the IoU value of the method proposed in this paper was 0.581, and the chamfer distance value was It was calculated as 0.212. The higher the IoU value and the lower the chamfer distance value, the better the results. Therefore, the efficiency of the 3D mesh reconstruction was demonstrated compared to the methods published in other papers.

Reconstruction of Midfacial Defects with Free Flaps after Maxillectomy (상악골절제술 후 유리피판을 이용한 안면중앙부 재건)

  • Kim, Kyul-Hee;Chung, Chul-Hoon;Chang, Yong-Joon;Rho, Young-Soo
    • Archives of Plastic Surgery
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    • v.37 no.5
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    • pp.607-612
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    • 2010
  • Purpose: Maxillectomy for malignant tumor resection often leads to functional and aesthetic sequalae. Reconstruction following maxillectomy has been a challenging problem in the field of head and neck cancer surgery. In this article, we described three dimensional midface reconstructions using free flaps and their functional and aesthetic outcomes. Methods: We reconstructed 35 cases of maxillectomy defects using 9 radial forearm free flaps, 7 lattisimus dorsi musculocutaneous free flaps, 6 rectus abdominis musculocutaneous free flaps, 4 fibular osteocutaneous free flaps, and 9 anterolateral thigh free flaps, respectively. We classified post-maxillectomy defects by Brown's classification. 1 Articulation clarity was measured with picture consonant articulation test. Swallowing function was evaluated with the University of Washington quality-of-life Head and Neck questionnaire by 4 steps.2 Aesthetic outcomes were checked to compare preoperative with postoperative full face photographs by 5 medical doctors who did not involve in our operation. Results: The average articulation clarity was 92.4% (100-41.9%). 27 (81.9%) patients were able to eat an unrestricted diet. Aesthetic results were considered excellent in 18 patients (51.4%). Functional results were best in the group reconstructed with fibular osteocutaneous free flap. Considering the range of wide excision, aesthetic results is best in the group reconstructed with anterolateral thigh free flap. Conclusion: The free flap is a useful technique for the reconstruction of the midface leading to good results, both functionally and aesthetically. Especially, because osteocutaneous flap such as fibular osteocutaneous free flap offered bone source for osteointegrated implant, It produces the best functional results. And perforator flap like as anterolateral thigh free flap reliably provides the best aesthetic results, because it provides sufficient volume and has no postoperative volume diminution.

A New Intermediate View Reconstruction Scheme based-on Stereo Image Rectification Algorithm (스테레오 영상 보정 알고리즘에 기반한 새로운 중간시점 영상합성 기법)

  • 박창주;고정환;김은수
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.5C
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    • pp.632-641
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    • 2004
  • In this paper, a new intermediate view reconstruction method employing a stereo image rectification algorithm by which an uncalibrated input stereo image can be transformed into the calibrated one is suggested and its performance is analyzed. In the proposed method, feature point are extracted from the stereo image pair though detection of the corners and similarities between each pixel of the stereo image. And then, using these detected feature points, the moving vectors between stereo image and the epipolar line is extracted. Finally, the input stereo image is rectified by matching the extracted epipolar line between the stereo image in the horizontal direction and intermediate views are reconstructed by using these rectified stereo images. From some experiments on synthesis of the intermediate views by using three kinds of stereo image; a CCETT's stereo image of 'Man' and two stereo images of 'Face' & 'Car' captured by real camera, it is analyzed that PSNRs of the intermediate views reconstructed from the calibrated image by using the proposed rectification algorithm are improved by 2.5㏈ for 'Man', 4.26㏈ for 'Pace' and 3.85㏈ for 'Car' than !hose of the uncalibrated ones. This good experimental result suggests a possibility of practical application of the unposed stereo image rectification algorithm-based intermediate view reconstruction view to the uncalibrated stereo images.

Pectoralis Major Myocutaneous Island Flaps for Reconstruction of Facial Defects (대흉근 근피판으로 큰 안면결손을 치료한 경험)

  • Song Joong-Won;Lee Dong-Hoon;Kang Jin-Sung
    • Korean Journal of Head & Neck Oncology
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    • v.2 no.1
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    • pp.49-59
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    • 1986
  • The surgical reconstruction of major defects of the head and neck such as those following accidental injuries or resection of tumors has been facilitated and advanced by the development of myocutaneous flaps which provide both muscle bulk and skin coverage. Of the many available myocutaneous flaps, the pectoralis major myocutaneous flap has many advantages such as abundant tissue with an excellent vascularity, anatomic proximity, long arc of rotation, reliability and versatility, so it is used most frequently in head and neck reconstruction. It is the purpose of this paper to present our experiences with two cases of pectoralis major myocutaneous island flaps used in reconstruction of major defects of face; one is after resection of very large basal cell carcinoma of the left oral commissure and the other is after resection of a huge fibrous mass and destructed facial bones caused by chronic osteomyelitis.

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A New Voxel Coloring Method for 3D Shape Reconstruction (3차원 형상 재구성을 위한 새로운 복셀 칼라링 기법)

  • Ye Sooyoung;Kim Hyosung;Joo Jaeheum;Nam Kigon
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.42 no.6
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    • pp.93-100
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    • 2005
  • We propose an optimal thresholding method for the voxel coloring in the reconstruction of a 3D shape. Our purposed method is a new approach to resolve the trade-off error of the threshold value on determining the photo-consistency in the conventional method. Optimal thresholding value is decided to compare the photo-consistency of a surface with inside voxel on the optic ray of the center camera. As iterating the process of the vokels, the threshold is approached to the optimal value for the individual surface voxel. And also, graph cut method is reduced to the surface noise on eliminating neighboring voxel. To verify the proposed algorithm, we simulated in the virtual and real environment. It is advantaged to speed up and accuracy of a 3D face reconstruction by applying the methods of optimal threshold and graph as compare with conventional algorithms.

Outcomes Associated with Nasal Reconstruction Post-Rhinectomy: A Narrative Review

  • John, Jithin;Gupta, Rohun;Grossbauer, Anne;Chung, Michael;Sethna, Anita;Abboud, Michel;Cox, Eric;Hart, Justin;Folbe, Adam;Chaiyasate, Kongkrit
    • Archives of Plastic Surgery
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    • v.49 no.2
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    • pp.184-194
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    • 2022
  • The face and the external nose define an individual's physical appearance. Nasal deformities can cause facial disfigurement along with unwanted psychological repercussions. Nasal deformities range in severity, with the most severe cases being indications for a rhinectomy, due to the complexity of the nasal defect. According to published literature, there is no consensus among otolaryngologists and plastic surgeons on which technique or flap use is preferred in terms of complications, aesthetic outcome, or patient satisfaction. The goal of this study is to provide a comprehensive analysis of published studies on nasal reconstruction following rhinectomy. Using the Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols guidelines for writing systematic reviews, a systematic review was conducted. Four databases were searched using a search strategy. These articles were then imported into the COVIDENCE software and went screening and thorough article review. After screening 2,237 articles, 23 studies were then extracted for data collection analysis. We collected data from 12 case series, 4 case studies, 1 prospective case series, and 4 retrospective chart review studies. The most commonly reported flaps were forehead flaps, superior extended nasal myocutaneous island, forearm free flaps, anterolateral thigh (ALT) free flap, medial femoral condyle free flap (n = 8), and zygomaticus implants (n = 6), and retained nasal prosthesis. Although not specifically indicated by a certain number, the most common indication for the rhinectomy was malignancy, followed by traumas, postsurgical complications, radionecrosis, and congenital nasal malformations.

Data-driven Facial Expression Reconstruction for Simultaneous Motion Capture of Body and Face (동작 및 효정 동시 포착을 위한 데이터 기반 표정 복원에 관한 연구)

  • Park, Sang Il
    • Journal of the Korea Computer Graphics Society
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    • v.18 no.3
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    • pp.9-16
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    • 2012
  • In this paper, we present a new method for reconstructing detailed facial expression from roughly captured data with a small number of markers. Because of the difference in the required capture resolution between the full-body capture and the facial expression capture, they hardly have been performed simultaneously. However, for generating natural animation, a simultaneous capture for body and face is essential. For this purpose, we provide a method for capturing the detailed facial expression only with a small number of markers. Our basic idea is to build a database for the facial expressions and apply the principal component analysis for reducing the dimensionality. The dimensionality reduction enables us to estimate the full data from a part of the data. We justify our method by applying it to dynamic scenes to show the viability of the method.