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Automatic 3D Face Recognition Using Fourier Descriptors

Eyad Elyan, Hassan Ugail
2009 2009 International Conference on CyberWorlds  
Among the existing approaches for addressing 3D face recognition systems is the use of extended Gaussian Image (EGI).  ...  Achermann [15] approached 3D face recognition based on an extension of Hausdorff distance matching. 240 images were used, and 100% recognition rate was reported.  ... 
doi:10.1109/cw.2009.48 dblp:conf/vw/ElyanU09a fatcat:gb4mucrbsve4jpiygbbz6r7l7m

Evaluation of Histograms Local Features and Dimensionality Reduction for 3D Face Verification

2015 Journal of Information Processing Systems  
The paper proposes a novel framework for 3D face verification using dimensionality reduction based on highly distinctive local features in the presence of illumination and expression variations.  ...  The histograms of efficient local descriptors are used to represent distinctively the facial images.  ...  [23] explored 3D shape information to develop an automatic face recognition system based on histogram features.  ... 
doi:10.3745/jips.02.0037 fatcat:e7qt2qevazezvi3cle43un72vq

Live face detection based on the analysis of Fourier spectra

Jiangwei Li, Yunhong Wang, Tieniu Tan, Anil K. Jain, Anil K. Jain, Nalini K. Ratha
2004 Biometric Technology for Human Identification  
Compared to existing approaches, which concentrate on the measurement of 3D depth information, this method is based on the analysis of Fourier spectra of a single face image or face image sequences.  ...  This paper describes a new method for live face detection. Using structure and movement information of live face, an effective live face detection algorithm is presented.  ...  In this paper, to resist the main fake approach, i.e., using a photo to spoof the face recognition system, a new technique based on the analysis of 2-D Fourier spectra is proposed.  ... 
doi:10.1117/12.541955 fatcat:k5vzhkrvnbdwpd2cobxc2n6nvq

Scale-Space Volume Descriptors For Automatic 3D Facial Feature Extraction

Daniel Chen, George Mamic, Clinton Fookes, Sridha Sridharan
2009 Zenodo  
An automatic method for the extraction of feature points for face based applications is proposed.  ...  The system is based upon volumetric feature descriptors, which in this paper has been extended to incorporate scale space.  ...  CONCLUSION We have proposed an automatic method for the extraction of feature points for 3D faces.  ... 
doi:10.5281/zenodo.1055711 fatcat:pjzg4nwm7bdatm7a7piigmsh7m

Bibliography [chapter]

Scott Krig
2014 Computer Vision Metrics  
Automatic Face and Gesture Recognition Conference, 2002. 150. Cheezum, Michael K., William F. Walker, and William H. Guilford.  ...  "Multiscale Local Phase Quantization for Robust Component-based Face Recognition Using Kernel Fusion of Multiple Descriptors. PAMI (2012). 169. Ojala, T., M. Pietikäinen, and D. Hardwood.  ... 
doi:10.1007/978-1-4302-5930-5_13 fatcat:bnsbslueindjrdsxjvt5ulcozq

3D mesh video retrieval: A survey

Antonios Danelakis, Theoharis Theoharis, Ioannis Pratikakis
2012 2012 3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON)  
This survey addresses methodologies for 3D mesh video retrieval including 3D mesh video action/motion retrieval and 3D mesh video facial expression recognition.  ...  The approaches are primarily categorized according to the 3D model representation that they use and their feature extraction and classification methods.  ...  These measures are then used to learn class conditional densities for activity recognition, video-based face recognition and shape classification.  ... 
doi:10.1109/3dtv.2012.6365464 dblp:conf/3dtv/DanelakisTP12 fatcat:jzcrxwnft5atbgosuvyqudqppy

Generating discriminating cartoon faces using interacting snakes

Rein-Lien Hsu, Anil K. Jain
2003 IEEE Transactions on Pattern Analysis and Machine Intelligence  
Each facial component is encoded by a closed (or open) snake that is drawn from a 3D generic face model.  ...  and caricatures, and recognition.  ...  face matching, we construct a face descriptor in spatial frequency domain based on the Fourier transform of a semantic face graph.  ... 
doi:10.1109/tpami.2003.1240113 fatcat:odagokvsijgu7e7k7b7vhidzpa

Visual Duplicates Image Search for a Non-cooperative Person Recognition at a Distance

Ilya Sochenkov, Aleksandr Vokhmintsev
2015 Procedia Engineering  
The project results have various scientific, industry and social applications, which require automatic non-cooperative indoors and outdoors person recognition at a distance using multimodal biometrics  ...  The project is aimed at developing new person recognition algorithm, which deals with the problems using matching of filtered histograms of oriented gradients computed in circular sliding windows and using  ...  Computer simulation For testing we used the following databases: Labeled Faces in the Wild, 3D Mask Attack Dataset, Texas 3D Face Recognition Database.  ... 
doi:10.1016/j.proeng.2015.12.147 fatcat:f66kycfzwrd6pjxxpdxujdbpi4

Geometrical descriptors for human face morphological analysis and recognition

Enrico Vezzetti, Federica Marcolin
2012 Robotics and Autonomous Systems  
Face is the most important part of human anatomy, and its study has many scopes. This survey may be used as a starting point for elaborating and implementing an algorithm for 3D facial recognition.  ...  A main aim is obviously to "copy" this recognition mechanism of the brain and to use it as a means for face recognition.  ...  They also investigate the proposed approach by using 3D discrete Fourier transform instead of 3D DCT for comparison.  ... 
doi:10.1016/j.robot.2012.01.003 fatcat:dxocyht73raarpsftfkqhlry4u

Pose-Invariant Face Recognition Using Markov Random Fields

Huy Tho Ho, Rama Chellappa
2013 IEEE Transactions on Image Processing  
The problem of finding the optimal warps is then formulated as a discrete labeling problem using an MRF. The reconstructed frontal face image can then be used with any face recognition technique.  ...  The alignments are performed efficiently in the Fourier domain using an extension of the Lucas-Kanade (LK) algorithm that can handle illumination variations.  ...  Frontal-View Classification using Dense SIFT Descriptors The proposed frontal-view classification algorithm was trained using an SVM on 2D images generated from the 3D faces in the USF 3D database [47  ... 
doi:10.1109/tip.2012.2233489 pmid:23247858 fatcat:uqhjcgtcbveefgshgsq4ixn54e

Facial expression recognition using tracked facial actions: Classifier performance analysis

Fadi Dornaika, Abdelmalik Moujahid, Bogdan Raducanu
2013 Engineering applications of artificial intelligence  
These are provided by an appearance-based 3D face tracker that simultaneously provides the 3D head pose and facial actions. The use of such tracker makes the recognition pose-and textureindependent.  ...  Moreover, these experiments show that the best recognition rate can be above 90%.  ...  The recognition follows the extraction and tracking of facial actions using our 3D face and facial action tracking system (Dornaika and Davoine, 2006) .  ... 
doi:10.1016/j.engappai.2012.09.002 fatcat:7hrsjw37u5dzddmlmzpabvufmu

A Spatio-Temporal Descriptor for Dynamic 3D Facial Expression Retrieval and Recognition [article]

Antonios Danelakis, Theoharis Theoharis, Ioannis Pratikakis
2015 Eurographics Workshop on 3D Object Retrieval, EG 3DOR  
A novel descriptor is created, capturing the spatio-temporal deformation of the 3D facial mesh sequence. Experiments have been implemented using the standard BU - 4DFE dataset.  ...  Furthermore, a methodology which exploits the retrieval results, in order to achieve unsupervised dynamic 3D facial expression recognition is presented, in order to directly compare the proposed descriptor  ...  Evaluation of the proposed descriptor against the state-of-the-art on dynamic 3D facial expression recognition using the BU − 4DFE dataset.vised dynamic 3D facial expression recognition state-of-theart  ... 
doi:10.2312/3dor.20151056 fatcat:zmxrpc7xinfaxkhzohypiu2qii

How Much Information Kinect Facial Depth Data Can Reveal About Identity, Gender and Ethnicity? [chapter]

Elhocine Boutellaa, Messaoud Bengherabi, Samy Ait-Aoudia, Abdenour Hadid
2015 Lecture Notes in Computer Science  
Human face images acquired using conventional 2D cameras may have inherent restrictions that hinder the inference of some specific information in the face.  ...  Kinect 2), this paper investigates the usefulness of the depth images provided by the current Microsoft Kinect sensors in different face analysis tasks.  ...  We would like also to thank the authors of EurecomKinect [5] and Curtinfaces [10] for making these Kinect face databases publicly available for research purposes.  ... 
doi:10.1007/978-3-319-16181-5_55 fatcat:7tedvf43t5hg3irxz5es5afmcy

Retrieval and Clustering from a 3D Human Database based on Body and Head Shape [article]

Afzal Godil, Sandy Ressler
2011 arXiv   pre-print
The 3D human database used in our study is the CAESAR anthropometric database which contains approximately 5000 bodies.  ...  In this paper, we describe a framework for similarity based retrieval and clustering from a 3D human database.  ...  Table 1 list all the numbers and names of landmark points used in our 3D face recognition study.  ... 
arXiv:1105.2800v1 fatcat:x5cpabvpnrccpk2g4b7sduil7y

Face Recognition Systems: A Survey

Kortli, Jridi, Falou, Atri
2020 Sensors  
One interesting feature mentioned in the paper is about the database used for face recognition.  ...  Finally, a solid discussion is given in the paper about future directions in terms of techniques to be used for face recognition.  ...  The Hotelling transform is performed to automatically correct the pose of a 3D face using its texture.  ... 
doi:10.3390/s20020342 pmid:31936089 pmcid:PMC7013584 fatcat:6gcw35eoz5bl7aoeoofgiygany
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