• 제목/요약/키워드: Facial analysis

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독립 성분 분석을 이용한 얼굴인식 (Face recognition by using independent component analysis)

  • 김종규;장주석;김영일
    • 전자공학회논문지C
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    • 제35C권10호
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    • pp.48-58
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    • 1998
  • 신호처리 분야에서 미지의 신호원 분리에 주로 응용되는 독립 성분 분석법을 이용하여 얼굴인식을 할 수 있는 한 방식을 제안하였다. 하나의 얼굴영상 자체가 통계적으로 서로 독립인 어떤 미지의 특징영상의 합으로 표현될 수 있다고 가정하고 이 특징영상을 독립성분분석을 이용하여 구한 후, 새로운 얼굴이나 변화된 얼굴을 특징영상의 공간에 투영시켜 투영된 성분을 기준 얼굴영상과 비교하는 방법으로 인식을 수행하였다. 변화가 심한 여러 얼굴영상으로 구성된 데이터베이스(한 사람 당 10개씩의 변화된 400개의 얼굴 영상)에 대해 얼굴인식 실험을 수행하였고 또한 주성분 분석에 기초한 고유얼굴을 이용한 인식률과 비교 분석하였다. 제안된 방식은 주성분 분석법에 비해 높은 인식률을 제공하며, 특히 입력 얼굴 영상에 첨가되는 랜덤 잡음에 대단히 강한 특성을 갖는다.

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Photon-counting linear discriminant analysis for face recognition at a distance

  • Yeom, Seok-Won
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제12권3호
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    • pp.250-255
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    • 2012
  • Face recognition has wide applications in security and surveillance systems as well as in robot vision and machine interfaces. Conventional challenges in face recognition include pose, illumination, and expression, and face recognition at a distance involves additional challenges because long-distance images are often degraded due to poor focusing and motion blurring. This study investigates the effectiveness of applying photon-counting linear discriminant analysis (Pc-LDA) to face recognition in harsh environments. A related technique, Fisher linear discriminant analysis, has been found to be optimal, but it often suffers from the singularity problem because the number of available training images is generally much smaller than the number of pixels. Pc-LDA, on the other hand, realizes the Fisher criterion in high-dimensional space without any dimensionality reduction. Therefore, it provides more invariant solutions to image recognition under distortion and degradation. Two decision rules are employed: one is based on Euclidean distance; the other, on normalized correlation. In the experiments, the asymptotic equivalence of the photon-counting method to the Fisher method is verified with simulated data. Degraded facial images are employed to demonstrate the robustness of the photon-counting classifier in harsh environments. Four types of blurring point spread functions are applied to the test images in order to simulate long-distance acquisition. The results are compared with those of conventional Eigen face and Fisher face methods. The results indicate that Pc-LDA is better than conventional facial recognition techniques.

상악골, 하악골 및 이부의 외과적 동시 이동술 (SIMULTANEOUS SURGICAL REPOSITIONING OF THE MAXILLA, MANDIBLE, AND CHIN)

  • 이재휘;이호준;황병남;이정근
    • Maxillofacial Plastic and Reconstructive Surgery
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    • 제18권2호
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    • pp.184-199
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    • 1996
  • The challenges to achieve three dimensional facial proportionality and occusal stability in many patients with complex dentofacial deformity have been met by the development and use of the maxilla, mandible, and chin surgery techniques in combination with efficient orthodontic treatment. There is a clinical, biological, and biomechanical foundation for simultaneous surgical repositioning of the maxilla, mandible, and chin in a significant proportion of adult and adolescent patients. A combination of the surgical and orthodontic approach may provide increased treatment efficiencies and optimal esthetic results. Art and science to determine the treatment objectives, specifically, the desired soft tissue changes are firstly established by using the clinician's "esthetic sense" of the facial beauty and proportion aided to a few cephalometric guidelines. In this sense, the dependence on the clinician's "esthetic eye" by Dr. Bell is more important in analyzing the facial proportion than the satisfaction of rigid cephalometric norms. The purpose of this article was to elucidate the indication for simultaneous surgical repositioning of the maxilla, mandible, and chin, and to describe the clinical cephalometric analysis for orthognathic surgery. Representative 6 case reports were presented and discussed to illustrate the esthetic, orthodontic, and surgical treatment objectives with long-term follow-up.

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교정치료환자의 측모변화에 관한 두부방사선 계측학적 연구 (A ROENTGENOCEPHALOMETRIC STUDY OF PROFILE CHANCES IN ORTHODONTICALLY TREATED PATIENTS)

  • 최선웅
    • 대한치과교정학회지
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    • 제4권1호
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    • pp.21-29
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    • 1974
  • The purpose of the present study is to evaluate changes of the soft tissue relative to underlying skeletal elements during orthodontic treatment, and the influence of orthodontic treatment quantitatively on various regions of the facial profile. 59 Korean young women were selected, whose Hellman dental age was IV A, IV C and V A. Lateral cephalometric head films were taken before and after orthodontic treatment. From tracings, landmarks on skeletal and soft tissue profile were located, and then their linear and angular measurements were made directly. The results were obtained as follow: 1) Soft tissues of the facial profile were closely related and dependent on the underlying dentoskeletal frameworks. Orthodontic treament resulted in the reduction of dentofacial protrusion with both upper and lower lips becoming less procumbent during treament. 2) Thickness of the upper lip increased considerably during orthodontic treatment, and this change was related to maxillary incisor retraction. The ratio between the amount of maxillary incisor retraction and that of increment of upper lip thickness was approximately 5:3. 3) Soft tissue thickness overlying Downs' point A, point B and pogonion was not modified by orthodontic treatment. 4) Holdaway's H line, relating facial profile to the underlying dentoskeletal framework, seemed to be the most practical approach to soft tissue analysis.

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Evaluation of buccolingual molar inclinations among different vertical facial types

  • Eraydin, Feyza;Cakan, Derya Germec;Tozlu, Murat;Ozdemir, Fulya
    • 대한치과교정학회지
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    • 제48권5호
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    • pp.333-338
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    • 2018
  • Objective: The aim of this study was to compare the buccolingual inclination of maxillary and mandibular molars in adults with different vertical facial types. Methods: Cone-beam computed tomography images of 135 adult patients (age, 20-45 years) with skeletal Class I maxillomandibular relationships were assigned to normodivergent (n = 46), hypodivergent (n = 49), and hyperdivergent groups (n = 40) according to linear and angular sella-nasion/gonion-menton measurements. The normodivergent group consisted of 24 females and 22 males, hypodivergent group of 26 females and 23 males, and hyperdivergent group of 24 females and 16 males. Buccolingual inclination of the maxillary and mandibular first and second molars was measured relative to the occlusal plane. One-way analysis of variance was used for intergroup comparison. Gender differences were evaluated using independent t-tests. Results: Buccolingual molar inclinations did not differ significantly between females and males (p > 0.05). There were no statistically significant differences among the buccolingual inclinations of the first and second maxillary and mandibular molars of the groups (p > 0.05). Conclusions: Buccolingual inclinations of maxillary and mandibular molars are similar in normodivergent, hyperdivergent, and hypodivergent adults with Class I sagittal relationships.

THE STUDY ON THE TOPOGRAPHIC VARIATIONS OF FACIAL SKIN IN KOREAN ADULT FEMALES

  • Cho, Joon-Hwan;Ju-An. Yun;Ha, Jae-Hyon;Cho, Youn-Ki
    • 대한화장품학회:학술대회논문집
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    • 대한화장품학회 2003년도 IFSCC Conference Proceeding Book II
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    • pp.424-437
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    • 2003
  • This study was observed the variations in skin color, hydration, sebum content according to age groups at the forehead, both cheeks, and chin in 154 healthy Korean women subjects with aged 30 to 59. We selected four face sites (forehead, right cheek, left cheek, and chin) and measured with chromameter, corneometer, and sebumeter. All statistical analysis was performed on the computer software package SPSS 8.0. There was no significant difference of lightness between facial four regions in age groups but lightness showed to tend to age-related decrease on each regions. Redness and yellowness showed the highest values on chin and forehead respectively but there was no tendency to steady changes according to age variation. Both cheeks showed the highest hydration level and the lowest sebum content compared with forehead and chin in all age groups and there was tendency to age-related changes of sebum content on both cheeks. So we concluded there was decreasing tendency in lightness and sebum content according to the increase of age and there was no age-related change of skin hydration level at least in facial skin.(omitted)

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얼굴의 다중특징을 이용한 인증 시스템 구현 (A study on the implementation of identification system using facial multi-modal)

  • 정택준;문용선
    • 한국정보통신학회논문지
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    • 제6권5호
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    • pp.777-782
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    • 2002
  • 본 연구는 인식의 정확성을 향상시키고, 사용자의 편이성을 고려하여 단일생체 인식 대신에 얼굴의 다중특징을 이용하는 다중생체 인식방법을 제안한다. 얼굴의 특징은 다음과 같은 방법으로 찾는다. 얼굴의 특징은 웨이블렛 다중분해와 주성분 분석방법으로 계산하였고, 입술의 경우는 입술의 경계를 구한후 최소 자승법을 이용한 방정식의 계수를 구하였으며, 얼굴의 요소간 거리 비율에 의한 특징값을 구하여, 역전파 학습 알고리즘으로 분류하여 실험하였다. 실험을 통해 본 방법의 유효성을 확인하였다.

Validation of a low-cost portable 3-dimensional face scanner

  • Liu, Catherine;Artopoulos, Andreas
    • Imaging Science in Dentistry
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    • 제49권1호
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    • pp.35-43
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    • 2019
  • Purpose: The goal of this study was to assess the accuracy and reliability of a low-cost portable scanner (Scanify) for imaging facial casts compared to a previously validated portable digital stereophotogrammetry device (Vectra H1). This in vitro study was performed using 2 facial casts obtained by recording impressions of the authors, at King's College London Academic Centre of Reconstructive Science. Materials and Methods: The casts were marked with anthropometric landmarks, then digitised using Scanify and Vectra H1. Computed tomography (CT) scans of the same casts were performed to verify the validation of Vectra H1. The 3-dimensional (3D) images acquired with each device were compared using linear measurements and 3D surface analysis software. Results: Overall, 91% of the linear Scanify measurements were within 1 mm of the corresponding reference values. The mean overall surface difference between the Scanify and Vectra images was <0.3mm. Significant differences were detected in depth measurements. Merging multiple Scanify images produced significantly greater registration error. Conclusion: Scanify is a very low-cost device that could have clinical applications for facial imaging if imaging errors could be corrected by a future software update or hardware revision.

하악부에 발생한 고립성 섬유종 1예 (A Case of Solitary Fibrous Tumor of the Chin)

  • 김태식;정성균;홍인표;황영중
    • 대한두경부종양학회지
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    • 제39권2호
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    • pp.35-39
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    • 2023
  • Solitary fibrous tumor (SFT), which was initially believed to be a subtype of mesothelioma, has been reported to occur outside the pleura. In the head and neck region, it primarily manifests in the oral or nasal cavity, with rare occurrences in the facial region. A 40-year-old woman visited our hospital with a mass on her chin. Prior to surgery, involuntary movement was observed in the ipsilateral corner of the mouth upon palpation of the mass. Special care was taken during the surgical procedure to avoid damaging the facial nerve. The mass was excised, and histological examination and immunohistochemical analysis confirmed the diagnosis of an SFT. Here, we present the first reported case of an SFT diagnosed in a jaw mass in Korea. The objective of this study was to highlight the importance of the diagnostic accuracy of SFTs in lower jaw masses.

Morphometric analysis of maxillary alveolar regions for immediate implantation

  • Park, Man-Soo;Park, Young-Bum;Choi, Hyunmin;Moon, Hong-Seok;Chung, Moon-Kyu;Cha, In-Ho;Kim, Hee-Jin;Han, Dong-Hoo
    • The Journal of Advanced Prosthodontics
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    • 제5권4호
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    • pp.494-501
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    • 2013
  • PURPOSE. The purpose of this study was to provide an actual guideline in determining the shape, diameter, and position of the implant in immediate implantation by the measurement of the thickness of facial and palatal plate, the thickness of cortical bone on the facial and palatal plate, the diameter of the root, and the distance between the roots in the cadavers. MATERIALS AND METHODS. The horizontal sections of 20 maxillae were measured and analyzed to obtain the average values. Resin blocks were produced and cut serially at 1 mm intervals from the cervical line to the root apex. Images of each section were obtained and the following measurements were performed: The thickness of the facial and palatal residual bone at each root surface, the thickness of the facial and palatal cortical bone at the interdental region, the diameter of all roots of each section on the faciopalatal and mesiodistal diameter, and the interroot distance. Three specimens with measurements close to the average values were chosen and 3-dimensional images were reconstructed. RESULTS. The thickness of the facial and palatal cortical bone at the interdental region in the maxilla, the buccal cortical bone was thicker in the posterior region compared to the anterior region. The interroot distance of the alveolar bone thickness between the roots increased from anterior to posterior region and from coronal to apical in the maxilla. CONCLUSION. In this study, the limited results of the morphometric analysis of the alveolar ridge using the sections of maxilla in the cadavers may offer the useful information when planning and selecting optimal implant for immediate implantation in the maxilla.