Research graph
References from Vision-based human action recognition: An overview and real world challenges. Local targets link to admitted publications; unresolved targets remain external evidence.
Automatic human action recognition from video using hidden markov model
2015 · External reference
Human activity analysis: a review
10.1145/1922649.1922653 · 2011 · External reference
Human activity recognition from 3d data: a review
10.1016/j.patrec.2014.04.011 · 2014 · External reference
Action dataset a survey
2011 · External reference
A comprehensive leap motion database for hand gesture recognition
2016 · External reference
Non-intrusive human activity monitoring in a smart home environment
2013 · External reference
2d human pose estimation: new benchmark and state of the art analysis
2014 · External reference
Wavelet mach filter for omnidirectional human activity recognition
2012 · External reference
Posture based health monitoring and unusual behavior recognition system for elderly using dynamic bayesian network
10.1007/s10586-018-2010-9 · 2019 · External reference
A sequence-action recognition applying state machine for user interface
10.1109/tce.2008.4560153 · 2008 · External reference
Unresolved reference
External reference
Ongoing human action recognition with motion capture
10.1016/j.patcog.2013.06.020 · 2014 · External reference
Unresolved reference
2014 · External reference
Contextual statistics of space-time ordered features for human action recognition
2012 · External reference
Video covariance matrix logarithm for human action recognition in videos
2015 · External reference
Relative dense tracklets for human action recognition
2013 · External reference
G3d: a gaming action dataset and real time action recognition evaluation framework
2012 · External reference
An appearance-based representation of action
1996 · External reference
The recognition of human movement using temporal templates
10.1109/34.910878 · 2001 · External reference
Coupled hidden markov models for complex action recognition
1997 · External reference
Recognition of human actions from rgb-d videos using a reject option
2013 · External reference
Silhouette-based human action recognition using sequences of key poses
10.1016/j.patrec.2013.01.021 · 2013 · External reference
Review of constraints on vision-based gesture recognition for human–computer interaction
10.1049/iet-cvi.2017.0052 · 2017 · External reference
Nonparametric feature matching based conditional random fields for gesture recognition from multi-modal video
10.1109/tpami.2016.2519021 · 2016 · External reference
A survey of video datasets for human action and activity recognition
10.1016/j.cviu.2013.01.013 · 2013 · External reference
Pedestrian detection based on background compensation with block-matching algorithm
2018 · External reference
Meng Joo Er, Shiqian Wu, Illumination compensation and normalization for robust face recognition using discrete cosine transform in logarithm domain
10.1109/tsmcb.2005.857353 · 2006 · External reference
Modeling human activities as speech
2011 · External reference
Utd-mhad: a multimodal dataset for human action recognition utilizing a depth camera and a wearable inertial sensor
2015 · External reference
A survey of depth and inertial sensor fusion for human action recognition
10.1007/s11042-015-3177-1 · 2017 · External reference
Human daily action analysis with multi-view and color-depth data
2012 · External reference
P-cnn: pose-based cnn features for action recognition
2015 · External reference
Nearest neighbor pattern classification
10.1109/tit.1967.1053964 · 1967 · External reference
Unresolved reference
External reference
A priori data and a posteriori decision fusions for human action recognition
2016 · External reference
Unresolved reference
External reference
Histograms of oriented gradients for human detection
2005 · External reference
Human detection using oriented histograms of flow and appearance
2006 · External reference
Monitoring activities of daily living in smart homes: understanding human behavior
10.1109/msp.2015.2503881 · 2016 · External reference
A survey on human action recognition from videos
2016 · External reference
Human action recognition: an overview
2017 · External reference
Behavior recognition via sparse spatio-temporal features
2005 · External reference
Automatic annotation of human actions in video
2009 · External reference
Unsupervised activity recognition using latent semantic analysis on a mobile robot
2016 · External reference
Efficient human action recognition using histograms of motion gradients and vlad with descriptor shape information
10.1007/s11042-017-4795-6 · 2017 · External reference
Recognizing action at a distance
2003 · External reference
Driver distraction identification with an ensemble of convolutional neural networks
10.1155/2019/4125865 · 2019 · External reference
Unresolved reference
External reference
Computational studies of human motion: part 1, tracking and motion synthesis
2006 · External reference
The i3dpost multi-view and 3d human action/interaction database
2009 · External reference
Actions as space-time shapes
10.1109/tpami.2007.70711 · 2007 · External reference
Actions as space-time shapes
10.1109/tpami.2007.70711 · 2007 · External reference
Robust human action recognition via long short-term memory
2013 · External reference
Learning sparse representations for human action recognition
10.1109/tpami.2011.253 · 2012 · External reference
A survey on still image based human action recognition
10.1016/j.patcog.2014.04.018 · 2014 · External reference
Action recognition from video using feature covariance matrices
10.1109/tip.2013.2252622 · 2013 · External reference
Hollywood 3d: what are the best 3d features for action recognition?
10.1007/s11263-016-0917-2 · 2017 · External reference
Deep residual learning for image recognition
2016 · External reference
Multi-view action recognition method based on regularized extreme learning machine
2017 · External reference
Unresolved reference
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Not all frames are equal: aggregating salient features for dynamic texture classification
10.1007/s11045-016-0463-7 · 2018 · External reference
Unresolved reference
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Jointly learning heterogeneous features for rgb-d activity recognition
10.1109/tpami.2016.2640292 · 2017 · External reference
Web-based classifiers for human action recognition
10.1109/tmm.2012.2187180 · 2012 · External reference
Learning actions from the web
2009 · External reference
Unresolved reference
External reference
Neural representation and learning for multi-view human action recognition
2012 · External reference
Unsupervised learning using sequential verification for action recognition
2016 · External reference
Pedestrian detection in poor weather conditions using moving camera
2017 · External reference
Safe driving : driver action recognition using surf keypoints
2018 · External reference
Mdad: a multimodal and multiview in-vehicle driver action dataset
2019 · External reference
Advances in view-invariant human motion analysis: a review
10.1109/tsmcc.2009.2027608 · 2010 · External reference
Hidden markov model-based human action recognition using mixed features
2013 · External reference
3d convolutional neural networks for human action recognition
10.1109/tpami.2012.59 · 2013 · External reference
A survey of human action analysis in hri applications
2019 · External reference
Successive convex matching for action detection
2006 · External reference
Recognizing human actions by learning and matching shape-motion prototype trees
10.1109/tpami.2011.147 · 2012 · External reference
Local transform features and hybridization for accurate face and human detection
10.1109/tpami.2012.219 · 2013 · External reference
View-independent action recognition from temporal self-similarities
10.1109/tpami.2010.68 · 2011 · External reference
The action similarity labeling challenge
10.1109/tpami.2011.209 · 2012 · External reference
Unresolved reference
2017 · External reference
Learning human activities and object affordances from rgb-d videos
10.1177/0278364913478446 · 2013 · External reference
Hmdb: a large video database for human motion recognition
2011 · External reference
Hmdb51: a large video database for human motion recognition
2013 · External reference
Analysis of svm and knn classifiers for egocentric activity recognition
2016 · External reference
Human action recognition using dft
2011 · External reference
On space-time interest points
10.1007/s11263-005-1838-7 · 2005 · External reference
Learning realistic human actions from movies
2008 · External reference
A survey on human activity recognition using wearable sensors
10.1109/surv.2012.110112.00192 · 2013 · External reference
Propagating certainty in petri nets for activity recognition
10.1109/tcsvt.2012.2203742 · 2013 · External reference
A hierarchical representation for human action recognition in realistic scenes
10.1007/s11042-018-5626-0 · 2018 · External reference
Fusion strategies for recognition of violence actions
2017 · External reference
Event detection in video sequences: challenges and perspectives
2017 · External reference
Discriminative virtual views for cross-view action recognition
2012 · External reference
Action recognition based on a bag of 3d points
2010 · External reference
Human action recognition using action trait code
2012 · External reference
Human action recognition using boosted eigenactions
10.1016/j.imavis.2009.07.009 · 2010 · External reference
Recognizing realistic actions from videos in the wild
2009 · External reference
Single/multi-view human action recognition via regularized multi-task learning
10.1016/j.neucom.2014.04.090 · 2015 · External reference
Coupled hidden conditional random fields for rgb-d human action recognition
10.1016/j.sigpro.2014.08.038 · 2015 · External reference
Multiple/single-view human action recognition via part-induced multitask structural learning
10.1109/tcyb.2014.2347057 · 2015 · External reference
Deep recursive and hierarchical conditional random fields for human action recognition
2016 · External reference
Convolutional neural random fields for action recognition
10.1016/j.patcog.2016.03.019 · 2016 · External reference
Spatio-temporal lstm with trust gates for 3d human action recognition
2016 · External reference
A view-invariant action recognition action recognition based on multi-view space hidden markov models
2017 · External reference
Benchmarking a multimodal and multiview and interactive dataset for human action recognition
10.1109/tcyb.2016.2582918 · 2017 · External reference
Global context-aware attention lstm networks for 3d action recognition
2017 · External reference
Ntu rgb+d 120: a large-scale benchmark for 3d human activity understanding
2019 · External reference
A human action recognition method based on tchebichef moment invariants and temporal templates
2012 · External reference
An Iterative Image Registration Technique with an Application to Stereo Vision
1981 · External reference
Action recognition from a distributed representation of pose and appearance
2011 · External reference
Inverse dynamics for action recognition
10.1109/tsmcb.2012.2226879 · 2013 · External reference
Actions in context
2009 · External reference
Activity recognition using the velocity histories of tracked keypoints
2009 · External reference
Human action recognition using triaxial accelerometer data: selective approach
2018 · External reference
Human action recognition using extreme learning machine based on visual vocabularies
10.1016/j.neucom.2010.01.020 · 2010 · External reference
A survey of advances in vision-based human motion capture and analysis
10.1016/j.cviu.2006.08.002 · 2006 · External reference
Unresolved reference
2007 · External reference
3d reconstruction of freely moving persons for re-identification with a depth sensor
2014 · External reference
Unresolved reference
External reference
Human action recognition by fuzzy hidden markov model
10.1504/ijcvr.2017.086279 · 2017 · External reference
Online, real-time tracking and recognition of human actions
2008 · External reference
Evaluating a bag-of-visual features approach using spatio-temporal features for action recognition
10.1016/j.compeleceng.2018.01.037 · 2018 · External reference
A decision forest based feature selection framework for action recognition from rgb-depth cameras
2013 · External reference
Convolutional neural networks and long short-term memory for skeleton-based human activity and hand gesture recognition
10.1016/j.patcog.2017.10.033 · 2018 · External reference
On discriminative vs. generative classifiers: a comparison of logistic regression and naive bayes
2002 · External reference
A colour-depth video database for human daily activity recognition [c]
2011 · External reference
Unsupervised learning of human action categories using spatial-temporal words
10.1007/s11263-007-0122-4 · 2008 · External reference
Modeling temporal structure of decomposable motion segments for activity classification
2010 · External reference
Berkeley mhad: a comprehensive multimodal human action database
2013 · External reference
Spatiotemporal salient points for visual recognition of human actions
10.1109/tsmcb.2005.861864 · 2006 · External reference
Deep convolutional and lstm recurrent neural networks for multimodal wearable activity recognition
10.3390/s16010115 · 2016 · External reference
Hon4d: histogram of oriented 4d normals for activity recognition from depth sequences
2013 · External reference
A novel orientation-context descriptor and locality-preserving Fisher discrimination dictionary learning for action recognition
2017 · External reference
A hierarchical bayesian network for event recognition of human actions and interactions
10.1007/s00530-004-0148-1 · 2004 · External reference
Exploring motion boundary based sampling and spatial-temporal context descriptors for action recognition
2013 · External reference
Sensors in human activity recognition
2015 · External reference
Human activity recognition for domestic robots
2015 · External reference
A survey on vision-based human action recognition
10.1016/j.imavis.2009.11.014 · 2010 · External reference
Hidden conditional random fields
10.1109/tpami.2007.1124 · 2007 · External reference
Spatio-temporal mid-level feature bank for action recognition in low quality video
2016 · External reference
Recognising human actions by analysing negative spaces
10.1049/iet-cvi.2011.0185 · 2012 · External reference
Action recognition in low quality videos by jointly using shape, motion and texture features
2015 · External reference
Unresolved reference
External reference
Real time action recognition using histograms of depth gradients and random decision forests
2014 · External reference
Hopc: histogram of oriented principal components of 3d pointclouds for action recognition
2014 · External reference
Discriminative human action classification using locality-constrained linear coding
10.1016/j.patrec.2015.07.015 · 2016 · External reference
Histogram of oriented principal components for cross-view action recognition
10.1109/tpami.2016.2533389 · 2016 · External reference
Learning a deep model for human action recognition from novel viewpoints
10.1109/tpami.2017.2691768 · 2018 · External reference
Human action recognition with video data: research and evaluation challenges
10.1109/thms.2014.2325871 · 2014 · External reference
Enhancing human action recognition through spatio-temporal feature learning and semantic rules
2013 · External reference
Poselet key-framing: a model for human activity recognition
2013 · External reference
Recognizing 50 human action categories of web videos
10.1007/s00138-012-0450-4 · 2013 · External reference
Human action recognition in large-scale datasets using histogram of spatiotemporal gradients
2012 · External reference
Spatio-temporal relationship match: video structure comparison for recognition of complex human activities
2009 · External reference
An overview of contest on semantic description of human activities (sdha) 2010
2010 · External reference
Recognizing human actions: a local svm approach
2004 · External reference
Nur ulfa maulidevi, peb ruswono aryan, human action recognition using dynamic time warping
2011 · External reference
Multimodal multipart learning for action recognition in depth videos
10.1109/tpami.2015.2505295 · 2016 · External reference
Ntu rgb+d: a large scale dataset for 3d human activity analysis
2016 · External reference
Illumination normalization for robust face recognition against varying lighting conditions
2003 · External reference
Human action segmentation and recognition via motion and shape analysis
10.1016/j.patrec.2011.05.015 · 2012 · External reference
Space-time behavior-based correlation-or-how to tell if two underlying motion fields are similar without computing them?
10.1109/tpami.2007.1119 · 2007 · External reference
Synchronized video and motion capture dataset and baseline algorithm for evaluation of articulated human motion
10.1007/s11263-009-0273-6 · 2010 · External reference
Two-stream convolutional networks for action recognition in videos
2014 · External reference
Human activity recognition in video benchmarks: a survey
2019 · External reference
Human activity recognition based on silhouette directionality
10.1109/tcsvt.2008.928888 · 2008 · External reference
Muhavi: a multicamera human action video dataset for the evaluation of action recognition methods
2010 · External reference
Harris 3d: a robust extension of the harris operator for interest point detection on 3d meshes
10.1007/s00371-011-0610-y · 2011 · External reference
Action recognition by hierarchical sequence summarization
2013 · External reference
Body surface context: a new robust feature for action recognition from depth videos
10.1109/tcsvt.2014.2302558 · 2014 · External reference
Action recognition in realistic sports videos
2014 · External reference
Unresolved reference
External reference
Day color transfer based night video enhancement for surveillance system
2015 · External reference
Procedural generation of videos to train deep action recognition networks
2017 · External reference
A survey on human activity recognition from videos
2016 · External reference
Human action recognition using meta-cognitive neuro-fuzzy inference system
10.1142/s0129065712500281 · 2012 · External reference
Dl-sfa: deeply-learned slow feature analysis for action recognition
2014 · External reference
Unresolved reference
2011 · External reference
Applications and challenges of human activity recognition using sensors in a smart environment
2015 · External reference
Least squares support vector machine classifiers
10.1023/a:1018628609742 · 1999 · External reference
Human activity recognition with metric learning
2008 · External reference
Detecting human activities in retail surveillance using hierarchical finite state machine
2011 · External reference
Machine recognition of human activities: a survey
10.1109/tcsvt.2008.2005594 · 2008 · External reference
Unresolved reference
External reference
Conditional random fields for activity recognition
2007 · External reference
Unresolved reference
2010 · External reference
Long-term temporal convolutions for action recognition
10.1109/tpami.2017.2712608 · 2018 · External reference
Finding a proper approach to obtain cognitive parameters from human faces under illumination variations
2018 · External reference
Max-margin hidden conditional random fields for human action recognition
2009 · External reference
Action recognition with improved trajectories
2013 · External reference
Evaluation of local spatio-temporal features for action recognition
2009 · External reference
Action recognition by dense trajectories
2011 · External reference
Mining actionlet ensemble for action recognition with depth cameras
2012 · External reference
Dense trajectories and motion boundary descriptors for action recognition
10.1007/s11263-012-0594-8 · 2013 · External reference
Semantic context based refinement for news video annotation
10.1007/s11042-012-1060-x · 2013 · External reference
Cross-view action modeling, learning, and recognition
2014 · External reference
Action recognition with trajectory-pooled deep-convolutional descriptors
2015 · External reference
Rgb-d-based human motion recognition with deep learning: a survey
10.1016/j.cviu.2018.04.007 · 2018 · External reference
Modeling 4d human-object interactions for event and object recognition
2013 · External reference
Free viewpoint action recognition using motion history volumes
10.1016/j.cviu.2006.07.013 · 2006 · External reference
Action recognition from arbitrary views using 3d exemplars
2007 · External reference
Making action recognition robust to occlusions and viewpoint changes
2010 · External reference
A survey of vision-based methods for action representation, segmentation and recognition
10.1016/j.cviu.2010.10.002 · 2011 · External reference
An efficient dense and scale-invariant spatio-temporal interest point detector
2008 · External reference
Silhouette analysis-based action recognition via exploiting human poses
10.1109/tcsvt.2012.2203731 · 2013 · External reference
Action recognition using context and appearance distribution features
2011 · External reference
Action recognition using multilevel features and latent structural svm
10.1109/tcsvt.2013.2244794 · 2013 · External reference
Watch-n-patch: unsupervised understanding of actions and relations
2015 · External reference
View invariant human action recognition using histograms of 3d joints
2012 · External reference
Action recognition based on hierarchical dynamic bayesian network
10.1007/s11042-017-4614-0 · 2018 · External reference
Face recognition under varying illumination based on a 2d face shape model
10.1016/s0031-3203(04)00275-4 · 2005 · External reference
Exploring encoding and normalization methods on probabilistic latent semantic analysis model for action recognition
2016 · External reference
Viewpoint insensitive action recognition using envelop shape
2007 · External reference
Learning 4d action feature models for arbitrary view action recognition
2008 · External reference
Discovering motion primitives for unsupervised grouping and one-shot learning of human actions, gestures, and expressions
10.1109/tpami.2012.253 · 2013 · External reference
Rgb-depth feature for 3d human activity recognition
10.1109/cc.2013.6571292 · 2013 · External reference
Learning compact features for human activity recognition via probabilistic first-take-all
2019 · External reference
Every moment counts: dense detailed labeling of actions in complex videos
10.1007/s11263-017-1013-y · 2018 · External reference
Actions sketch: a novel action representation
2005 · External reference
Recognizing human actions in videos acquired by uncalibrated moving cameras
2005 · External reference
Discriminative orderlet mining for real-time recognition of human-object interaction
2014 · External reference
Towards unsupervised sudden group movement discovery for video surveillance
2014 · External reference
Event-based analysis of video
2001 · External reference
4-dimensional local spatio-temporal features for human activity recognition
2011 · External reference
Cross-view action recognition via a continuous virtual path
2013 · External reference
A review on human activity recognition using vision-based method
2017 · External reference
Auto learning temporal atomic actions for activity classification
10.1016/j.patcog.2012.10.016 · 2013 · External reference
Modeling temporal interactions with interval temporal bayesian networks for complex activity recognition
10.1109/tpami.2013.33 · 2013 · External reference
From actemes to action: a strongly-supervised representation for detailed action understanding
2013 · External reference
Rgb-d-based action recognition datasets: a survey
10.1016/j.patcog.2016.05.019 · 2016 · External reference
Semi-supervised image-to-video adaptation for video action recognition
10.1109/tcyb.2016.2535122 · 2017 · External reference
A comprehensive survey of vision-based human action recognition methods
10.3390/s19051005 · 2019 · External reference
An adversarial hierarchical hidden markov model for human pose modeling and generation
2018 · External reference
Unresolved reference
External reference
Generalized time warping for multi-modal alignment of human motion
2012 · External reference