Face Recognition by Elastic Bunch Graph Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
Neural Network-Based Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Example-Based Learning for View-Based Human Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
The FERET Evaluation Methodology for Face-Recognition Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
Detecting Faces in Images: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Training Support Vector Machines: an Application to Face Detection
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Probabilistic Modeling of Local Appearance and Spatial Relationships for Object Recognition
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Selecting Models from Videos for Appearance-Based Face Recognition
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 1 - Volume 01
Journal of Cognitive Neuroscience
A Bayesian discriminating features method for face detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Description with Local Binary Patterns: Application to Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Extension of higher order local autocorrelation features
Pattern Recognition
Ent-Boost: Boosting using entropy measures for robust object detection
Pattern Recognition Letters
Illumination Invariant Face Recognition Using Near-Infrared Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
A massively parallel face recognition system
EURASIP Journal on Embedded Systems
A robust face detection method using probability maps
CEA'08 Proceedings of the 2nd WSEAS International Conference on Computer Engineering and Applications
An experimental comparison of gender classification methods
Pattern Recognition Letters
Face Tracking for Spatially Aware Mobile User Interfaces
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
Facial expression recognition based on Local Binary Patterns: A comprehensive study
Image and Vision Computing
Pixelwise Local Binary Pattern Models of Faces Using Kernel Density Estimation
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
On the Spatial Distribution of Local Non-parametric Facial Shape Descriptors
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Secure human face authentication for mobile e-government transactions
International Journal of Mobile Communications
Object detection using spatial histogram features
Image and Vision Computing
Texture representation in AAM using Gabor wavelet and local binary patterns
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Boosted forest for human detection
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Real-time face detection using illumination invariant features
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
On selection and combination of weak learners in AdaBoost
Pattern Recognition Letters
Extracting text information for content-based video retrieval
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
Foreground-background separation on GPU using order based approaches
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
3D face recognition based on local shape patterns and sparse representation classifier
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Combining contrast information and local binary patterns for gender classification
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Face recognition with directional local binary patterns
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Modeling micro-patterns for feature extraction
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Learning to fuse 3d+2d based face recognition at both feature and decision levels
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Highly accurate and fast face recognition using near infrared images
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Extraction of main urban roads from high resolution satellite images by machine learning
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Image analysis with local binary patterns
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Texture features in facial image analysis
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Spontaneous facial expression recognition: automatic aggression detection
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Computer recognition of facial expressions of emotion
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Local fuzzy pattern: a new way for micro-pattern analysis
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Biometric cryptosystem based on discretized fingerprint texture descriptors
Expert Systems with Applications: An International Journal
Automatic Facial Expression Recognition by Facial Parts Location with Boosted-LBP
International Journal of Computer Vision and Image Processing
Low-resolution face recognition: a review
The Visual Computer: International Journal of Computer Graphics
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In this paper, we introduce a novel discriminative feature space which is efficient not only for face detection but also for recognition. The face representation is based on local binary patterns (LBP) and consists of encoding both local and global facial characteristics into a compact feature histogram. The proposed representation is invariant with respect to monotonic gray scale transformations and can be derived in a single scan through the image. Considering the derived feature space, a second-degree polynomial kernel SVM classifier was trained to detect frontal faces in gray scale images. Experimental results using several complex images show that the proposed approach performs favorably compared to the state-of-the-art methods. Additionally, experiments with detecting and recognizing low-resolution faces from video sequences were carried out, demonstrating that the same facial representation can be efficiently used for both detection and recognition.