3-D Moment Forms: Their Construction and Application to Object Identification and Positioning
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using Discriminant Eigenfeatures for Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recognition of Visual Activities and Interactions by Stochastic Parsing
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Recognition of Human Movement Using Temporal Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
The Visual Hull Concept for Silhouette-Based Image Understanding
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the 24th BCS-IRSG European Colloquium on IR Research: Advances in Information Retrieval
Animated Heads: From 3D Motion Fields to Action Descriptions
DEFORM '00/AVATARS '00 Proceedings of the IFIP TC5/WG5.10 DEFORM'2000 Workshop and AVATARS'2000 Workshop on Deformable Avatars
Rotation invariant spherical harmonic representation of 3D shape descriptors
Proceedings of the 2003 Eurographics/ACM SIGGRAPH symposium on Geometry processing
Recognizing Action at a Distance
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Actions Sketch: A Novel Action Representation
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Automatic Discovery of Action Taxonomies from Multiple Views
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
IEEE Transactions on Circuits and Systems for Video Technology
Depth silhouettes for gesture recognition
Pattern Recognition Letters
Mobility '07 Proceedings of the 4th international conference on mobile technology, applications, and systems and the 1st international symposium on Computer human interaction in mobile technology
Monitoring human behavior in an assistive environment using multiple views
Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments
Human Behavior Classification Using Multiple Views
SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications
Change detection using a statistical model in an optimally selected color space
Computer Vision and Image Understanding
View-invariant action recognition using interest points
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
VNBA '08 Proceedings of the 1st ACM workshop on Vision networks for behavior analysis
View invariant gesture recognition using the CSEM SwissRanger SR-2 camera
International Journal of Intelligent Systems Technologies and Applications
Learning to Recognize Activities from the Wrong View Point
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Human Activity Recognition with Metric Learning
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
A Sketch-Based Approach for Detecting Common Human Actions
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Unsupervised view and rate invariant clustering of video sequences
Computer Vision and Image Understanding
Motion Primitives and Probabilistic Edit Distance for Action Recognition
Gesture-Based Human-Computer Interaction and Simulation
Recognizing Human Actions Using Silhouette-based HMM
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Viewpoint manifolds for action recognition
Journal on Image and Video Processing - Special issue on video-based modeling, analysis, and recognition of human motion
Rate-invariant recognition of humans and their activities
IEEE Transactions on Image Processing
Recognition of human activities using SVM multi-class classifier
Pattern Recognition Letters
Human Activity Recognition Based on $\Re$ Transform and Fourier Mellin Transform
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
View-Invariant Human Action Recognition Using Exemplar-Based Hidden Markov Models
ICIRA '09 Proceedings of the 2nd International Conference on Intelligent Robotics and Applications
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
A multidimensional approach to detect action scene in video data
ACST '08 Proceedings of the Fourth IASTED International Conference on Advances in Computer Science and Technology
Research on bank intelligent video image processing and monitoring control system based on OpenCV
ASID'09 Proceedings of the 3rd international conference on Anti-Counterfeiting, security, and identification in communication
Statistical Methods and Models for Video-Based Tracking, Modeling, and Recognition
Foundations and Trends in Signal Processing
Shape from silhouette using Dempster-Shafer theory
Pattern Recognition
Discriminative human action recognition in the learned hierarchical manifold space
Image and Vision Computing
A survey on vision-based human action recognition
Image and Vision Computing
View-independent human action recognition with Volume Motion Template on single stereo camera
Pattern Recognition Letters
Volumetric Features for Video Event Detection
International Journal of Computer Vision
Multi-view gymnastic activity recognition with fused HMM
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Viewpoint insensitive action recognition using envelop shape
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
View-independent human action recognition by action hypersphere in nonlinear subspace
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Histograms of optical flow for efficient representation of body motion
Pattern Recognition Letters
Proceedings of the ACM International Conference on Image and Video Retrieval
Dynamic textures for human movement recognition
Proceedings of the ACM International Conference on Image and Video Retrieval
View-invariant action recognition using cross ratios across frames
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Advances in view-invariant human motion analysis: a review
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Shape Similarity for 3D Video Sequences of People
International Journal of Computer Vision
Action categorization by structural probabilistic latent semantic analysis
Computer Vision and Image Understanding
Video Surveillance Online Repository (ViSOR): an integrated framework
Multimedia Tools and Applications
Action and gait recognition from recovered 3-D human joints
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
View-invariant gesture recognition using 3D optical flow and harmonic motion context
Computer Vision and Image Understanding
Robust workflow recognition using holistic features and outlier-tolerant fused hidden Markov models
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
View and style-independent action manifolds for human activity recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Viewpoint insensitive actions recognition using hidden conditional random fields
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I
Query-based retrieval of complex activities using "strings of motion-words"
WMVC'09 Proceedings of the 2009 international conference on Motion and video computing
2D action recognition serves 3D human pose estimation
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Recognizing human actions using NWFE-based histogram vectors
EURASIP Journal on Advances in Signal Processing - Special issue on video analysis for human behavior understanding
A survey of vision-based methods for action representation, segmentation and recognition
Computer Vision and Image Understanding
A new pose-based representation for recognizing actions from multiple cameras
Computer Vision and Image Understanding
Local Ternary Patterns from Three Orthogonal Planes for human action classification
Expert Systems with Applications: An International Journal
An overview of contest on semantic description of human activities (SDHA) 2010
ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
Aggregating low-level features for human action recognition
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Human behavior analysis at a point of sale
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Multifactor feature extraction for human movement recognition
Computer Vision and Image Understanding
An unsupervised framework for action recognition using actemes
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
ACAI '11 Proceedings of the International Conference on Advances in Computing and Artificial Intelligence
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation - Volume Part I
Improving the accuracy of action classification using view-dependent context information
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
Fast human activity recognition based on structure and motion
Pattern Recognition Letters
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Human action recognition using multiple views: a comparative perspective on recent developments
J-HGBU '11 Proceedings of the 2011 joint ACM workshop on Human gesture and behavior understanding
Using learning analytics to assess students' behavior in open-ended programming tasks
Proceedings of the 1st International Conference on Learning Analytics and Knowledge
Human action segmentation and recognition via motion and shape analysis
Pattern Recognition Letters
Multi-view human movement recognition based on fuzzy distances and linear discriminant analysis
Computer Vision and Image Understanding
Learning semantic features for action recognition via diffusion maps
Computer Vision and Image Understanding
Integrating local action elements for action analysis
Computer Vision and Image Understanding
Fusion of single view soft k-NN classifiers for multicamera human action recognition
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II
3D human action recognition using model segmentation
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
Recognition of dynamic visual images based on group transformations
Pattern Recognition and Image Analysis
A review on vision techniques applied to Human Behaviour Analysis for Ambient-Assisted Living
Expert Systems with Applications: An International Journal
A Self-Training Approach for Visual Tracking and Recognition of Complex Human Activity Patterns
International Journal of Computer Vision
Using SAX representation for human action recognition
Journal of Visual Communication and Image Representation
Intelligent multi-camera video surveillance: A review
Pattern Recognition Letters
Multi-view action recognition using local similarity random forests and sensor fusion
Pattern Recognition Letters
Action recognition using subtensor constraint
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Recognizing actions across cameras by exploring the correlated subspace
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
An efficient approach for multi-view human action recognition based on bag-of-key-poses
HBU'12 Proceedings of the Third international conference on Human Behavior Understanding
Cross-View action recognition based on statistical machine translation
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
Auto learning temporal atomic actions for activity classification
Pattern Recognition
Human action recognition employing negative space features
Journal of Visual Communication and Image Representation
MPRSS'12 Proceedings of the First international conference on Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
A survey of video datasets for human action and activity recognition
Computer Vision and Image Understanding
View invariant action recognition using weighted fundamental ratios
Computer Vision and Image Understanding
Human action recognition optimization based on evolutionary feature subset selection
Proceedings of the 15th annual conference on Genetic and evolutionary computation
STV-based video feature processing for action recognition
Signal Processing
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Human gesture recognition on product manifolds
The Journal of Machine Learning Research
Activity detection and recognition of daily living events
Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare
Engineering Applications of Artificial Intelligence
Fast action recognition using negative space features
Expert Systems with Applications: An International Journal
Exploring STIP-based models for recognizing human interactions in TV videos
Pattern Recognition Letters
Common-sense reasoning for human action recognition
Pattern Recognition Letters
Temporal segmentation and assignment of successive actions in a long-term video
Pattern Recognition Letters
MMU GASPFA: A COTS multimodal biometric database
Pattern Recognition Letters
A template matching approach of one-shot-learning gesture recognition
Pattern Recognition Letters
Silhouette-based human action recognition using sequences of key poses
Pattern Recognition Letters
The Visual Computer: International Journal of Computer Graphics
Efficient descriptor tree growing for fast action recognition
Pattern Recognition Letters
Pattern Recognition Letters
Human interaction categorization by using audio-visual cues
Machine Vision and Applications
Action recognition using 3D DAISY descriptor
Machine Vision and Applications
Charting-based subspace learning for video-based human action classification
Machine Vision and Applications
Silhouette-based human action recognition using SAX-Shapes
The Visual Computer: International Journal of Computer Graphics
Robust human action recognition scheme based on high-level feature fusion
Multimedia Tools and Applications
Recognizing activities in multiple views with fusion of frame judgments
Image and Vision Computing
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Action recognition is an important and challenging topic in computer vision, with many important applications including video surveillance, automated cinematography and understanding of social interaction. Yet, most current work in gesture or action interpretation remains rooted in view-dependent representations. This paper introduces Motion History Volumes (MHV) as a free-viewpoint representation for human actions in the case of multiple calibrated, and background-subtracted, video cameras. We present algorithms for computing, aligning and comparing MHVs of different actions performed by different people in a variety of viewpoints. Alignment and comparisons are performed efficiently using Fourier transforms in cylindrical coordinates around the vertical axis. Results indicate that this representation can be used to learn and recognize basic human action classes, independently of gender, body size and viewpoint.