Learnable visual keywords for image classification
Proceedings of the fourth ACM conference on Digital libraries
Statistical Learning Theory: A Primer
International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
A Fast and Accurate Face Detector Based on Neural Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence
Example-Based Object Detection in Images by Components
IEEE Transactions on Pattern Analysis and Machine Intelligence
Support vector machines: hype or hallelujah?
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
Support vector machine active learning for image retrieval
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Antifaces: A Novel, Fast Method for Image Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Detecting Faces in Images: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Stratification Approach to Modeling Video
Multimedia Tools and Applications
Autonomous Driving Goes Downtown
IEEE Intelligent Systems
Regularization and statistical learning theory for data analysis
Computational Statistics & Data Analysis - Nonlinear methods and data mining
Hybrid wavelet-support vector classification of waveforms
Journal of Computational and Applied Mathematics
News video classification using SVM-based multimodal classifiers and combination strategies
Proceedings of the tenth ACM international conference on Multimedia
Statistical Learning of Multi-view Face Detection
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
On Performance Characterization and Optimization for Image Retrieval
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
Categorizing Visual Contents by Matching Visual ``Keywords''
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Kerneltron: Support Vector `Machine' in Silicon
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Face Detection Based on Support Vector Machines
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Applications of Support Vector Machines for Pattern Recognition: A Survey
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
CBF: A New Framework for Object Categorization in Cortex
BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision
Real-Time Tracking Using Wavelet Representation
Proceedings of the 24th DAGM Symposium on Pattern Recognition
International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
Robust Real-Time Face Detection
International Journal of Computer Vision
FloatBoost Learning and Statistical Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Detecting Pedestrians Using Patterns of Motion and Appearance
International Journal of Computer Vision
Real-Time Pattern Matching Using Projection Kernels
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using dual cascading learning frameworks for image indexing
VIP '05 Proceedings of the Pan-Sydney area workshop on Visual information processing
ViVo: Visual Vocabulary Construction for Mining Biomedical Images
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Neural Networks - Special issue on neural networks and kernel methods for structured domains
Automatic summarization of music videos
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Home photo indexing using learned visual keywords
VIP '02 Selected papers from the 2002 Pan-Sydney workshop on Visualisation - Volume 22
Computational studies of human motion: part 1, tracking and motion synthesis
Foundations and Trends® in Computer Graphics and Vision
ACM Computing Surveys (CSUR)
Human-centered multimedia: representations and challenges
Proceedings of the 1st ACM international workshop on Human-centered multimedia
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Pattern Recognition
Face detection using discriminating feature analysis and Support Vector Machine
Pattern Recognition
ENCARA2: Real-time detection of multiple faces at different resolutions in video streams
Journal of Visual Communication and Image Representation
Pedestrian detection and tracking in infrared imagery using shape and appearance
Computer Vision and Image Understanding
IEEE Transactions on Pattern Analysis and Machine Intelligence
Discovering recurrent image semantics from class discrimination
EURASIP Journal on Applied Signal Processing
Robust feature detection for facial expression recognition
Journal on Image and Video Processing
Constructing visual phrases for effective and efficient object-based image retrieval
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Biometric and Color Features Fusion for Face Detection and Tracking in Natural Video Sequences
IWINAC '07 Proceedings of the 2nd international work-conference on Nature Inspired Problem-Solving Methods in Knowledge Engineering: Interplay Between Natural and Artificial Computation, Part II
Selection of Histograms of Oriented Gradients Features for Pedestrian Detection
Neural Information Processing
A Real Time Human Detection System Based on Far Infrared Vision
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
SIFT Based Ball Recognition in Soccer Images
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
Multi-layer boosting for pattern recognition
Pattern Recognition Letters
Combining Features for Recognizing Emotional Facial Expressions in Static Images
Verbal and Nonverbal Features of Human-Human and Human-Machine Interaction
Real-Time Body Pose Recognition Using 2D or 3D Haarlets
International Journal of Computer Vision
A view-based statistical system for multi-view face detection and pose estimation
Image and Vision Computing
Robust and Efficient Multipose Face Detection Using Skin Color Segmentation
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Haar-like features with optimally weighted rectangles for rapid object detection
Pattern Recognition
Partially parallel architecture for AdaBoost-based detection with Haar-like features
IEEE Transactions on Circuits and Systems for Video Technology
Real-time pedestrian detection and tracking at nighttime for driver-assistance systems
IEEE Transactions on Intelligent Transportation Systems
Cascade boosting-based object detection from high-level description to hardware implementation
EURASIP Journal on Embedded Systems - Special issue on design and architectures for signal and image processing
Face tracking using skin detection and parallel kernel based methods
ACM SIGGRAPH ASIA 2009 Posters
Automatic Assessment of Eye Blinking Patterns through Statistical Shape Models
ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
Boosting with a Joint Feature Pool from Different Sensors
ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
A Rapidly Trainable and Global Illumination Invariant Object Detection System
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Combining intra-image and inter-class semantics for consumer image retrieval
Pattern Recognition
Absolute contrasts in face detection with adaboost cascade
RSKT'07 Proceedings of the 2nd international conference on Rough sets and knowledge technology
Object recognition: a focused vision based approach
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Behavior based robot localisation using stereo vision
RobVis'08 Proceedings of the 2nd international conference on Robot vision
Automatic object detection on aerial images using local descriptors and image synthesis
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
SILT: scale-invariant line transform
CIRA'09 Proceedings of the 8th IEEE international conference on Computational intelligence in robotics and automation
2D staircase detection using real adaboost
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
FEA-Accu cascade for face detection
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A 100MHz hardware-efficient boost cascaded face detection design
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Multi-object detection and tracking by stereo vision
Pattern Recognition
An integrated music video browsing system for personalized television
Expert Systems with Applications: An International Journal
Scalable target coverage in smart camera networks
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Visual affect recognition
Comparative testing of face detection algorithms
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
Original paper: Scale invariant feature approach for insect monitoring
Computers and Electronics in Agriculture
Multiclient identification system using adaptive probabilistic model
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Boosting part-sense multi-feature learners toward effective object detection
Computer Vision and Image Understanding
A fast and robust face detection based on module switching network
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Oriented filters for object recognition: an empirical study
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Holistic visual encoding of ant-like routes: Navigation without waypoints
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
A Bayesian network modeling approach for cross media analysis
Image Communication
iCrux: an artificially intelligent virtual screen technology
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
A new face database and evaluation of face recognition techniques
ICS'10 Proceedings of the 14th WSEAS international conference on Systems: part of the 14th WSEAS CSCC multiconference - Volume II
Subkilometer crater discovery with boosting and transfer learning
ACM Transactions on Intelligent Systems and Technology (TIST)
Real-time tracking with classifiers
WDV'05/WDV'06/ICCV'05/ECCV'06 Proceedings of the 2005/2006 international conference on Dynamical vision
Appearance-based face detection with artificial neural networks
Intelligent Decision Technologies
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Proceedings of the 1st ACM International Conference on Multimedia Retrieval
ARAMIS: toward a hybrid approach for human- environment interaction
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: towards mobile and intelligent interaction environments - Volume Part III
Analysis of wear debris through classification
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Recovery and Reasoning About Occlusions in 3D Using Few Cameras with Applications to 3D Tracking
International Journal of Computer Vision
Improving detector of Viola and Jones through SVM
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Color-based extensions to MSERs
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
An efficient user verification system via mouse movements
Proceedings of the 18th ACM conference on Computer and communications security
Multi-view fast object detection by using extended haar filters in uncontrolled environments
Pattern Recognition Letters
Head-and-Shoulder detection in varying pose
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Temporally integrated pedestrian detection from non-stationary video
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Combining human perception and geometric restrictions for automatic pedestrian detection
CAEPIA'05 Proceedings of the 11th Spanish association conference on Current Topics in Artificial Intelligence
Orientation invariant features for multiclass object recognition
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
How to train a classifier based on the huge face database?
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
A binary decision tree implementation of a boosted strong classifier
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
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GREC'05 Proceedings of the 6th international conference on Graphics Recognition: ten Years Review and Future Perspectives
VisMed: a visual vocabulary approach for medical image indexing and retrieval
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Object detection via fusion of global classifier and part-based classifier
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
High-performance template tracking
Journal of Visual Communication and Image Representation
Face detection based on the manifold
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
An efficient face location using integrated feature space
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Novel face detection method based on gabor features
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Visual attention for object recognition in spatial 3d data
WAPCV'04 Proceedings of the Second international conference on Attention and Performance in Computational Vision
Color anomaly detection and suggestion for wilderness search and rescue
HRI '12 Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction
Face detection in resource constrained wireless systems
Mobile Multimedia Processing
A variational statistical framework for object detection
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Computer vision for fruit harvesting robots state of the art and challenges ahead
International Journal of Computational Vision and Robotics
Supervised scale-invariant segmentation (and detection)
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
A multimedia retrieval framework based on automatic graded relevance judgments
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
EuroGP'12 Proceedings of the 15th European conference on Genetic Programming
Expression-Based evolution of faces
EvoMUSART'12 Proceedings of the First international conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design
Fast pedestrian detection system with a two layer cascade of classifiers
Computers & Mathematics with Applications
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Computers and Operations Research
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Proceedings of the 15th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
A survey of techniques for human detection in static images
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
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Hybrid ensembles using hopfield neural networks and haar-like features for face detection
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part I
Random Forests for Real Time 3D Face Analysis
International Journal of Computer Vision
Journal of Parallel and Distributed Computing
Coverage algorithms for visual sensor networks
ACM Transactions on Sensor Networks (TOSN)
Segmentation of Pedestrians with Confidence Level Computation
Journal of Signal Processing Systems
Model probability in self-organising maps
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
Journal of Real-Time Image Processing
Robotics and Autonomous Systems
Detection of human faces in a compressed domain for video stratification
The Visual Computer: International Journal of Computer Graphics
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This paper presents a general trainable framework for object detection in static images of cluttered scenes. The detection technique we develop is based on a wavelet representation of an object class derived from a statistical analysis of the class instances. By learning an object class in terms of a subset of an overcomplete dictionary of wavelet basis functions, we derive a compact representation of an object class which is used as an input to a support vector machine classifier. This representation overcomes both the problem of in-class variability and provides a low false detection rate in unconstrained environments.We demonstr ate the capabilities of the technique in two domains whose inherent information content differs significantly. The first system is face detection and the second is the domain of people which, in contrast to faces, vary greatly in color, texture, and patterns. Unlike previous approaches, this system learns from examples and does not rely on any a priori (hand-crafted) models or motion-based segmentation. The paper also presents a motion-based extension to enhance the performance of the detection algorithm over video sequences. The results presented here suggest that this architecture may well be quite general.