• Title/Summary/Keyword: facial extraction

Search Result 298, Processing Time 0.028 seconds

Head Pose Estimation Based on Perspective Projection Using PTZ Camera (원근투영법 기반의 PTZ 카메라를 이용한 머리자세 추정)

  • Kim, Jin Suh;Lee, Gyung Ju;Kim, Gye Young
    • KIPS Transactions on Software and Data Engineering
    • /
    • v.7 no.7
    • /
    • pp.267-274
    • /
    • 2018
  • This paper describes a head pose estimation method using PTZ(Pan-Tilt-Zoom) camera. When the external parameters of a camera is changed by rotation and translation, the estimated face pose for the same head also varies. In this paper, we propose a new method to estimate the head pose independently on varying the parameters of PTZ camera. The proposed method consists of 3 steps: face detection, feature extraction, and pose estimation. For each step, we respectively use MCT(Modified Census Transform) feature, the facial regression tree method, and the POSIT(Pose from Orthography and Scaling with ITeration) algorithm. The existing POSIT algorithm does not consider the rotation of a camera, but this paper improves the POSIT based on perspective projection in order to estimate the head pose robustly even when the external parameters of a camera are changed. Through experiments, we confirmed that RMSE(Root Mean Square Error) of the proposed method improve $0.6^{\circ}$ less then the conventional method.

Performance Comparison of Skin Color Detection Algorithms by the Changes of Backgrounds (배경의 변화에 따른 피부색상 검출 알고리즘의 성능 비교)

  • Jang, Seok-Woo
    • Journal of the Korea Society of Computer and Information
    • /
    • v.15 no.3
    • /
    • pp.27-35
    • /
    • 2010
  • Accurately extracting skin color regions is very important in various areas such as face recognition and tracking, facial expression recognition, adult image identification, health-care, and so forth. In this paper, we evaluate the performances of several skin color detection algorithms in indoor environments by changing the distance between the camera and the object as well as the background colors of the object. The distance is from 60cm to 120cm and the background colors are white, black, orange, pink, and yellow, respectively. The algorithms that we use for the performance evaluation are Peer algorithm, NNYUV, NNHSV, LutYUV, and Kimset algorithm. The experimental results show that NNHSV, NNYUV and LutYUV algorithm are stable, but the other algorithms are somewhat sensitive to the changes of backgrounds. As a result, we expect that the comparative experimental results of this paper will be used very effectively when developing a new skin color extraction algorithm which are very robust to dynamic real environments.

NOONAN SYNDROME : A CASE REPORT (누난 증후군 : 증례보고)

  • Lee, Soo-Eon;Choi, Sung-Chul;Kim, Kwang-Chul;Na, Sung-Sik;Park, Jae-Hong
    • The Journal of Korea Assosiation for Disability and Oral Health
    • /
    • v.7 no.2
    • /
    • pp.123-126
    • /
    • 2011
  • Noonan syndrome (NS) is a developmental disorder characterized by dysmorphic facial features in association with short stature, mental retardation and congenital heart disease. NS may be sporadic or inherited as an autosomal dominant or recessive trait. The children with NS usually have ocular hypertelorism, downslanting palpebral fissures, low-set ears and a webbed neck, chest deformity. In addition, oral features include micrognathia, high arched palate, dental malocclusion, dental anomalies and rarely, cleft palate. The phenotype of NS bears similarities to that of Turner syndrome. However, NS occurs in both males and females with a normal sex chromosome 46, XX and 46, XY constitution. This case presents the intermittent treatment of an 8-year-old girl who was referred from a local clinic for the extraction of supernumerary teeth and treatment of dental caries. The focus of this case report is the oral aspects on NS and particularities of the dental treatment in subjects affected by this genetic disease.

An unusual abscess formation in the masticator space after acupressure massage: a case report

  • Ko, In-Chan;Yoon, Kyu-Ho;Park, Kwan-Soo;Cheong, Jeong-Kwon;Bae, Jung-Ho;Lee, Kwon-Woo;Chin, Young-Jai
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
    • /
    • v.41 no.1
    • /
    • pp.52-56
    • /
    • 2015
  • Clinical features of masticator-space abscess (MSA) are very similar to those of parotitis or temporomandibular disorder (TMD), making early differential diagnosis difficult. Local causes of MSA include nerve block anesthesia, infection after tooth extraction, and trauma to the temporomandibular joint (TMJ); the systemic cause is immunodeficiency. Odontogenic causes account for most etiologies, but there are also unusual causes of MSA. A 66-year-old male patient visited the emergency room (ER) presenting with left-side TMJ pain three days after receiving an acupressure massage. He was tentatively diagnosed with conventional post-trauma TMD and discharged with medication. However, the patient returned to the ER with increased pain. At this time, his TMD diagnosis was confirmed. He made a third visit to the ER during which facial computed tomographic (CT) images were taken. CT readings identified an abscess or hematoma in the left masticator space. After hospitalizing the patient, needle aspiration confirmed pus in the infratemporal and temporal fossa. Antibiotics were administered, and the abscess was drained through an incision made by the attending physician. The patient's symptoms decreased, and he was discharged.

The effect of lip thickness on lip profile change after orthodontically treated patients with 4 first bicuspid extraction (Basic upper lip thickness에 따른 교정치료 후 입술 이동량의 차이)

  • Park, Sun-Hyung;Park, Sung-Hun;Cho, Young-Moon;Kim, Jung-Hoon
    • The korean journal of orthodontics
    • /
    • v.32 no.5 s.94
    • /
    • pp.355-360
    • /
    • 2002
  • After orthodontic treatment, there are several changes in soft tissue profile. Changes appear at lower anterior facial profile area, especially upper and lower lip. But there are many individual variations in the pattern of changes. So, this study was conducted to find out that the basic upper lip thickness could be one of the factors that could influence the treatment results. The samples were composed of 43 adult patients who had their 4 first premolars extracted. Groups were classified by their basic lip thickness. In group 1(thin upper lip group), there was negative relationship between mentolabial angle and lower lip change. In group 2(average lip thickness group), upper lip change was related to upper incisor change, lower incisor change, lower lip change and nasolabial angle change. And lower lip change was related to upper lip change, upper incisor change, lower incisor change. In group 3(thick upper lip group), there was no relation between both lip change and other variables.

A Correlation Analysis between Alcohol Accumulate and Liver Function State through Color Change Analysis of the Left Cheek and White Eyes (왼뺨 및 흰 눈동자 색상 변화 분석을 통한 알코올 누적과 간 기능 상태와의 상관성 분석)

  • Kim, Bong-Hyun;Cho, Dong-Uk
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.36 no.8B
    • /
    • pp.971-978
    • /
    • 2011
  • There is a method to judge state of organs by looking color and shape of face in diagnosis of Oriental Medicine, So, to diagnosis of health condition has been applied development medical services act of using it as check for defects of organs in face. In this paper, we performed analysis white pupils and left cheek in face area change of color according to accrue of alcohol associated with liver function status based on diagnosis method Oriental Medicine. From that, we applied Lab digital color system to extraction of left cheek and white pupils area in facial image. To analysis patterns in color change of left cheek. white pupils area according to alcohol accumulative steps carried out study based on analysis of medical interrelationship of liver function,

Face Recognition Evaluation of an Illumination Property of Subspace Based Feature Extractor (부분공간 기반 특징 추출기의 조명 변인에 대한 얼굴인식 성능 분석)

  • Kim, Kwang-Soo;Boo, Deok-Hee;Ahn, Jung-Ho;Kwak, Soo-Yeong;Byun, Hye-Ran
    • Journal of KIISE:Software and Applications
    • /
    • v.34 no.7
    • /
    • pp.681-687
    • /
    • 2007
  • Face recognition technique is very popular for a personal information security and user identification in recent years. However, the face recognition system is very hard to be implemented due to the difficulty where change in illumination, pose and facial expression. In this paper, we consider that an illumination change causing the variety of face appearance, virtual image data is generated and added to the D-LDA which was selected as the most suitable feature extractor. A less sensitive recognition system in illumination is represented in this paper. This way that consider nature of several illumination directions generate the virtual training image data that considered an illumination effect of the directions and the change of illumination density. As result of experiences, D-LDA has a less sensitive property in an illumination through ORL, Yale University and Pohang University face database.

Face Recognition using Modified Local Directional Pattern Image (Modified Local Directional Pattern 영상을 이용한 얼굴인식)

  • Kim, Dong-Ju;Lee, Sang-Heon;Sohn, Myoung-Kyu
    • KIPS Transactions on Software and Data Engineering
    • /
    • v.2 no.3
    • /
    • pp.205-208
    • /
    • 2013
  • Generally, binary pattern transforms have been used in the field of the face recognition and facial expression, since they are robust to illumination. Thus, this paper proposes an illumination-robust face recognition system combining an MLDP, which improves the texture component of the LDP, and a 2D-PCA algorithm. Unlike that binary pattern transforms such as LBP and LDP were used to extract histogram features, the proposed method directly uses the MLDP image for feature extraction by 2D-PCA. The performance evaluation of proposed method was carried out using various algorithms such as PCA, 2D-PCA and Gabor wavelets-based LBP on Yale B and CMU-PIE databases which were constructed under varying lighting condition. From the experimental results, we confirmed that the proposed method showed the best recognition accuracy.

Image Recognition by Using Hybrid Coefficient Measure of Correlation and Distance (상관계수과 거리계수의 조합형 척도를 이용한 영상인식)

  • Hong, Seong-Jun;Cho, Yong-Hyun
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.20 no.3
    • /
    • pp.343-347
    • /
    • 2010
  • This paper presents an efficient image recognition method using the hybrid coefficient measure of correlation and distance. The correlation coefficient is applied to measure the statistical similarity by using Pearson coefficient, and distance coefficient is also applied to measure the spacial similarity by using city-block. The total similarity among images is calculated by extending the similarity between the feature vectors, then the feature vectors can be extracted by PCA and ICA, respectively. The proposed method has been applied to the problem for recognizing the 960(30 persons * 4 expressions * 2 lights * 4 poses) facial images of 40*50 pixels. The experimental results show that the proposed method of ICA has a superior recognition performances than the method using PCA, and is affected less by the environmental influences so as lighting.

The Analysis of Dental Hospital Patients with Trigeminal Neuralgia (치과병원에 내원한 삼차신경통환자의 치험예 (34예 분석))

  • Kim, In-Jung;Choi, Jong-Hoon;Kim, Chong-Youl
    • Journal of Oral Medicine and Pain
    • /
    • v.25 no.2
    • /
    • pp.235-240
    • /
    • 2000
  • This study was carried out among 34 patients who visited Yonsei Dental Hospital from 1996. 1. to 1999. 5 for trigeminal neuralgia. By studying the patient's treatment prior to visiting our hospital, features of trigeminal neuralgia, treatment process of trigeminal neuralgia, prognosis of treatment, consultation with other professions and involvement of surgery, etc., the results are as follows: 1. 67.7% of onset age range from 40s to 60s, and average age is 50.2. 2. Ratio of right to left involvement is 1:2.1, male to female ratio is 1:1.9. 3. Occurrence rate of each branch is V3(44.1%), V2(11.8%), V1+V2+V3(11.8), V1+V2(8.8%). 4. Treatments prior to admission to our hospital are extraction(5.9%), endodontic treatment(5.9%), medication(11.8%), Oriental Medicine treatment(5.9%). 5. Routes of admittance to our hospital are by their preference(55.9%), local clinic referral(32.4%), E.N.T referral(5.9%), Neurology referral(5.9%). 6. 70.6% of patients treated at our hospital who were relieved of symptoms, were referred to Neurology(66.7%) and Pain Clinic(33.3%) for the reason of relapse, side effects of the drug itself, incomplete relief of pain. 7. 2 patients who were referred to medical part showed brain vessels contacting trigeminal nerve root on Brain MRangiography. But pain is being controlled by medication and no specific surgical procedure was carried out. The results show that 17.7% of patients admitted received inappropriate early treatment. In order to relieve tooth loss and patient's psychologic stress due to inappropriate treatment, precise differential diagnosis must be made among local teeth disease and idiopathic facial pain. Medication may show side effects of the drug itself, incomplete relief of pain or relapse of symptoms. Therefore, to treat trigeminal neuralgia appropriately by drug injection, surgery or radiation therapy, consultations among dentists, neurologists and anesthesiologists are required.

  • PDF