Genetic Model Optimization for Hausdorff Distance-Based Face Localization
ECCV '02 Proceedings of the International ECCV 2002 Workshop Copenhagen on Biometric Authentication
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
Robust Face Detection at Video Frame Rate Based on Edge Orientation Features
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
Support Vector Machines: Training and Applications
Support Vector Machines: Training and Applications
Neural network-based face detection
Neural network-based face detection
On the Design of Cascades of Boosted Ensembles for Face Detection
International Journal of Computer Vision
Robust head tracking using 3D ellipsoidal head model in particle filter
Pattern Recognition
Image and video for hearing impaired people
Journal on Image and Video Processing
A face-house paradigm for architectural scene analysis
CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology
Learning Fast Emulators of Binary Decision Processes
International Journal of Computer Vision
A multi-streaming SIMD architecture for multimedia applications
Proceedings of the 6th ACM conference on Computing frontiers
Parts-Based Face Verification Using Local Frequency Bands
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Real-Time Image-Based Motion Detection Using Color and Structure
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Recognition of faces in unconstrained environments: a comparative study
EURASIP Journal on Advances in Signal Processing - Special issue on recent advances in biometric systems: a signal processing perspective
On the Spatial Distribution of Local Non-parametric Facial Shape Descriptors
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Development of Real-Time Face Detection Architecture for Household Robot Applications
UAHCI '09 Proceedings of the 5th International on ConferenceUniversal Access in Human-Computer Interaction. Part II: Intelligent and Ubiquitous Interaction Environments
Bayesian Order-Consistency Testing with Class Priors Derivation for Robust Change Detection
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
A novel statistical generative model dedicated to face recognition
Image and Vision Computing
Secure human face authentication for mobile e-government transactions
International Journal of Mobile Communications
Face detection and tracking in video sequences using the modifiedcensus transformation
Image and Vision Computing
Eye correction using correlation information
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Real-time hand gesture detection and recognition using boosted classifiers and active learning
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
Local binary patterns variants as texture descriptors for medical image analysis
Artificial Intelligence in Medicine
Isocentric color saliency in images
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Expert Systems with Applications: An International Journal
A multi-streaming SIMD multimedia computing engine
Microprocessors & Microsystems
Accurate hardware-based stereo vision
Computer Vision and Image Understanding
We are family: joint pose estimation of multiple persons
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Parallel computation for stereovision obstacle detection of autonomous vehicles using GPU
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part I
Real-time lip reading system for isolated Korean word recognition
Pattern Recognition
Face recognition based on 2D images under illumination and pose variations
Pattern Recognition Letters
Gradient-based modified census transform for optical flow
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Facial fraud discrimination using detection and classification
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Distortion compensation for movement detection based on dense optical flow
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
A user dependent multi-resolution approach for biometric data
International Journal of Information Technology and Management
Gender classification of faces using adaboost
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Face authentication using adapted local binary pattern histograms
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Face detection in low-resolution color images
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
Robust face detection using local gradient patterns and evidence accumulation
Pattern Recognition
Design and VLSI implementation of a high-performance face detection engine
Computers and Electrical Engineering
Face detection based on multi-block LBP representation
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Robust real-time face detection using face certainty map
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Robust 3D head tracking and its applications
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Multiple faces tracking using motion prediction and IPCA in particle filters
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Real-time 3D head tracking under rapidly changing pose, head movement and illumination
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
LZM in action: realtime face recognition system
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Texture Description Through Histograms of Equivalent Patterns
Journal of Mathematical Imaging and Vision
Adaptive Haar-like classifier for eye status detection under non-ideal lighting conditions
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Implementation of face selective attention model on an embedded system
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
A comparative study on illumination preprocessing in face recognition
Pattern Recognition
Alternative search techniques for face detection using location estimation and binary features
Computer Vision and Image Understanding
Skin Segmentation Based on Human Face Illumination Feature
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
LBP - TOP based countermeasure against face spoofing attacks
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
MACH: my automated conversation coach
Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing
Selective generation of Gabor features for fast face recognition on mobile devices
Pattern Recognition Letters
Visual tracking based on Distribution Fields and online weighted multiple instance learning
Image and Vision Computing
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
Local descriptors and similarity measures for frontal face recognition: A comparative analysis
Journal of Visual Communication and Image Representation
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Illumination variation is a big problem in object recognition which usually requires a costly compensation prior to classification. It would be desirable to have an image to image transform which uncovers only the structure of an object for an efficient matching. In this context the contribution of our work is twofold. First we introduce illumination invariant Local Structure Features for object detection. For an efficient computation we propose a Modified Census Transform which enhances the original work of Zabih and Woodfill [10]. We show some shortcomings and how to get over them with the modified version. Secondly we introduce a efficient four-stage classifier for rapid detection. Each single stage classifier is a linear classifier which consists of a set of feature lookup-tables. We show that the first stage which evaluates only 20 features filters out more than 99% of all background positions. Thus the classifier structure is much simpler than previous described multi-stage approaches, while having similar capabilities. The combination of illumination invariant features together with a simple classifier leads to a real-time system on standard computers (60msec, image size: 288×384, 2GHz Pentium). Detection results are presented on two commonly used databases in this field namely the MIT+CMU set of 130 images and the BioID set of 1526 images. We are achieving detection rates of more than 90% with a very low false positive rate of 10-7%. We also provide a demo program that can be found on the internet http://www.iis.fraunhofer.de/bv/biometrie/download/.