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Human Action Recognition in Videos Using Kinematic Features and Multiple Instance Learning

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Statistical Theory and Modeling for Turbulent Flows
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Parameterized Modeling and Recognition of Activities
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Human Motion Analysis: A Review
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Free viewpoint action recognition using motion history volumes
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Statistical theory and modeling for turbulent flows (2000)
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Recognizing Facial Expressions in Image Sequences Using Local Parameterized Models of Image Motion
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Distinctive Image Features from Scale-Invariant Keypoints
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Turbulence and the dynamics of coherent structures. I. Coherent structures
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The recognition of human movement using temporal templates
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Cardboard people: a parameterized model of articulated image motion
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Recognizing human action in time-sequential images using hidden Markov model
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Representation and recognition of complex human motion
inferredcites →https://doi.org/10.1109/cvpr.2003.1211340openalex-snapshot
Shape-from-silhouette of articulated objects and its use for human body kinematics estimation and motion capture
inferredcites →https://doi.org/10.1109/cvpr.2005.328openalex-snapshot
Space-Time Behavior Based Correlation
inferredcites →https://doi.org/10.1109/cvpr.2005.58openalex-snapshot
Actions Sketch: A Novel Action Representation
inferredcites →https://doi.org/10.1109/cvpr.2006.297openalex-snapshot
Successive Convex Matching for Action Detection
inferredcites →https://doi.org/10.1109/cvpr.2007.383137openalex-snapshot
Tensor Canonical Correlation Analysis for Action Classification
inferredcites →https://doi.org/10.1109/cvpr.2008.4587527openalex-snapshot
Recognizing human actions using multiple features
inferredcites →https://doi.org/10.1109/cvpr.2008.4587756openalex-snapshot
Learning realistic human actions from movies
inferredcites →https://doi.org/10.1109/cvprw.2006.114openalex-snapshot
Kernel-based Recognition of Human Actions Using Spatiotemporal Salient Points
inferredcites →https://doi.org/10.1109/event.2001.938868openalex-snapshot
Recognizing action events from multiple viewpoints
inferredcites →https://doi.org/10.1109/iccv.2003.1238378openalex-snapshot
Space-time interest points
inferredcites →https://doi.org/10.1109/iccv.2003.1238420openalex-snapshot
Recognizing action at a distance
inferredcites →https://doi.org/10.1109/iccv.2005.28openalex-snapshot
Actions as space-time shapes
inferredcites →https://doi.org/10.1109/iccv.2005.85openalex-snapshot
Efficient visual event detection using volumetric features
inferredcites →https://doi.org/10.1109/iccv.2007.4408923openalex-snapshot
Extracting Spatiotemporal Interest Points using Global Information
inferredcites →https://doi.org/10.1109/icme.2005.1521452openalex-snapshot
Spatiotemporal Saliency for Human Action Recognition
inferredcites →https://doi.org/10.1109/icpr.1996.546039openalex-snapshot
An appearance-based representation of action
inferredcites →https://doi.org/10.1109/icpr.2004.1334462openalex-snapshot
Recognizing human actions: a local SVM approach
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Describing motion for recognition
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Articulated and elastic non-rigid motion: a review
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Human motion analysis: a review
inferredcites →https://doi.org/10.1109/tpami.2004.96openalex-snapshot
Contour-based object tracking with occlusion handling in video acquired using mobile cameras
inferredcites →https://doi.org/10.1109/tpami.2006.248openalex-snapshot
MILES: Multiple-Instance Learning via Embedded Instance Selection
inferredcites →https://doi.org/10.1109/vspets.2005.1570899openalex-snapshot
Behavior Recognition via Sparse Spatio-Temporal Features
inferredcites →https://doi.org/10.1145/1291233.1291311openalex-snapshot
A 3-dimensional sift descriptor and its application to action recognition
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Recognizing Objects From Curvilinear Motion
inferredcites →https://doi.org/10.5244/c.20.127openalex-snapshot
Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words
inferredcites →https://doi.org/10.7202/1026736aropenalex-snapshot
Échelle auto-rapportée de psychopathie de Levenson : adaptation française et validation

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Harcnn: A Union of 3d Convolutional Neural and Recurrent Neural Network for Human Action Recognition
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Action recognition using fast HOG3D of integral videos and Smith–Waterman partial matching
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A Novel Approach for Human Action Recognition from Silhouette Images
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IMPROVING MULTI-CAMERA ACTIVITY RECOGNITION BY EMPLOYING NEURAL NETWORK BASED READJUSTMENT
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Human Action Recognition: Learning Sparse Basis Units from Trajectory Subspace
inferred← citeshttps://doi.org/10.1080/10447318.2017.1278897openalex-snapshot
Beyond Features for Recognition: Human-Readable Measures to Understand Users’ Whole-Body Gesture Performance
inferred← citeshttps://doi.org/10.1080/1931308x.2015.1021158openalex-snapshot
Action Recognition by Exploiting Wavelet Features
inferred← citeshttps://doi.org/10.1088/1742-6596/3180/1/012009openalex-snapshot
A Hierarchical Framework for Human Activity Recognition using Multi-Domain Pose Features and Specialized Temporal Models
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Human Posture Recognition Method Based On Skeleton Vector With Depth Sensor
inferred← citeshttps://doi.org/10.1109/3dv.2014.10openalex-snapshot
4DCov: A Nested Covariance Descriptor of Spatio-Temporal Features for Gesture Recognition in Depth Sequences
inferred← citeshttps://doi.org/10.1109/access.2018.2822713openalex-snapshot
Human Action Recognition Using Improved Sparse Gaussian Process Latent Variable Model and Hidden Conditional Random Filed
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Fully Connected Generative Adversarial Network for Human Activity Recognition
inferred← citeshttps://doi.org/10.1109/access.2023.3263117openalex-snapshot
OBTAIN: Observational Therapy-Assistance Neural Network for Training State Recognition
inferred← citeshttps://doi.org/10.1109/acii.2015.7344581openalex-snapshot
Multimodal depression recognition with dynamic visual and audio cues
inferred← citeshttps://doi.org/10.1109/acpr.2013.143openalex-snapshot
A Multi-resolution Action Recognition Algorithm Using Wavelet Domain Features
inferred← citeshttps://doi.org/10.1109/apsipa.2017.8282038openalex-snapshot
Pose-invariant kinematic features for action recognition
inferred← citeshttps://doi.org/10.1109/atsip.2018.8364457openalex-snapshot
A computer vision system to detect diving cases in soccer
inferred← citeshttps://doi.org/10.1109/avss.2010.71openalex-snapshot
Action Recognition Using Sparse Representation on Covariance Manifolds of Optical Flow
inferred← citeshttps://doi.org/10.1109/bibm.2016.7822747openalex-snapshot
Automated human physical function measurement using constrained high dispersal network with SVM-linear
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Frame-level Pain Intensity Assessment via Multilevel Hash-based Features and Transformer
inferred← citeshttps://doi.org/10.1109/ccdc.2016.7531463openalex-snapshot
Teaching behavior evaluation model establishment and feature extraction
inferred← citeshttps://doi.org/10.1109/ccnc49033.2022.9700714openalex-snapshot
OTA-NN: Observational Therapy-Assistance Neural Network for Enhancing Autism Intervention Quality
inferred← citeshttps://doi.org/10.1109/cdc.2013.6760735openalex-snapshot
Initial-state invariant Binet-Cauchy kernels for the comparison of Linear Dynamical Systems
inferred← citeshttps://doi.org/10.1109/cerma.2011.25openalex-snapshot
Semi-automatic Recognition of Human Activities under Variable Lighting
inferred← citeshttps://doi.org/10.1109/cicn.2013.133openalex-snapshot
Ergonomic Evaluation of Aircraft Cockpit Based on Model-Predictive Control
inferred← citeshttps://doi.org/10.1109/cisis.2013.109openalex-snapshot
Gestures vs. Gesticulations: Change Point Models Based Segmentation for Natural Interactions
inferred← citeshttps://doi.org/10.1109/cisp.2009.5304683openalex-snapshot
Automatic Temporal Location and Classification of Human Actions Based on Optical Features
inferred← citeshttps://doi.org/10.1109/cisp.2011.6100021openalex-snapshot
Automatic images classification based on multi-features combined with MIL
inferred← citeshttps://doi.org/10.1109/cisp.2012.6469948openalex-snapshot
New geometric descriptor for the recognition of aggressive human behavior
inferred← citeshttps://doi.org/10.1109/confluence52989.2022.9734221openalex-snapshot
Fusion of Bag of Visual Words with Neural Network for Human Action Recognition
inferred← citeshttps://doi.org/10.1109/crv.2014.42openalex-snapshot
MDS-based Multi-axial Dimensionality Reduction Model for Human Action Recognition
inferred← citeshttps://doi.org/10.1109/cspa.2010.5545218openalex-snapshot
Design and development of intelligent anomalous behaviour and event detection system
inferred← citeshttps://doi.org/10.1109/cspa.2010.5545256openalex-snapshot
Potential neuroprotective effect of commercial Bacopa monniera extract
inferred← citeshttps://doi.org/10.1109/cvpr.2011.5995470openalex-snapshot
Joint segmentation and classification of human actions in video
inferred← citeshttps://doi.org/10.1109/cvpr.2011.5995648openalex-snapshot
A unified framework for locating and recognizing human actions
inferred← citeshttps://doi.org/10.1109/cvpr.2011.5995663openalex-snapshot
Support tucker machines
inferred← citeshttps://doi.org/10.1109/cvpr.2012.6247817openalex-snapshot
Social behavior recognition in continuous video
inferred← citeshttps://doi.org/10.1109/cvpr.2012.6248012openalex-snapshot
Max-margin early event detectors
inferred← citeshttps://doi.org/10.1109/cvpr.2013.330openalex-snapshot
Better Exploiting Motion for Better Action Recognition
inferred← citeshttps://doi.org/10.1109/cvpr.2014.344openalex-snapshot
Feature-Independent Action Spotting without Human Localization, Segmentation, or Frame-wise Tracking
inferred← citeshttps://doi.org/10.1109/cvpr.2016.606openalex-snapshot
Slicing Convolutional Neural Network for Crowd Video Understanding
inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.00116openalex-snapshot
Active Vision for Early Recognition of Human Actions
inferred← citeshttps://doi.org/10.1109/cvprw.2010.5543164openalex-snapshot
A socio-technical approach for event detection in security critical infrastructure
inferred← citeshttps://doi.org/10.1109/cvprw.2012.6239234openalex-snapshot
Two-person interaction detection using body-pose features and multiple instance learning
inferred← citeshttps://doi.org/10.1109/cvprw.2012.6239348openalex-snapshot
Violent flows: Real-time detection of violent crowd behavior
inferred← citeshttps://doi.org/10.1109/cvprw.2013.46openalex-snapshot
Evaluating New Variants of Motion Interchange Patterns
inferred← citeshttps://doi.org/10.1109/cvprw.2014.81openalex-snapshot
A Piggyback Representation for Action Recognition
inferred← citeshttps://doi.org/10.1109/dicta.2011.86openalex-snapshot
Action Recognition Using Spatio-Temporal Distance Classifier Correlation Filter
inferred← citeshttps://doi.org/10.1109/dicta.2017.8227395openalex-snapshot
A Novel Orientation-Context Descriptor and Locality-Preserving Fisher Discrimination Dictionary Learning for Action Recognition
inferred← citeshttps://doi.org/10.1109/elmar.2015.7334534openalex-snapshot
Human action identification and search in video files
inferred← citeshttps://doi.org/10.1109/fg.2017.100openalex-snapshot
A Semantical & Analytical Approach for Zero Shot Gesture Learning
inferred← citeshttps://doi.org/10.1109/fskd.2011.6019848openalex-snapshot
A space-time SURF descriptor and its application to action recognition with video words
inferred← citeshttps://doi.org/10.1109/fskd.2014.6980896openalex-snapshot
Detection of violent crowd behavior based on statistical characteristics of the optical flow
inferred← citeshttps://doi.org/10.1109/fskd.2018.8686921openalex-snapshot
Human Action Recognition Based on Sparse LSTM Auto-encoder and Improved 3D CNN
inferred← citeshttps://doi.org/10.1109/fuzzy.2011.6007666openalex-snapshot
Human action recognition via sum-rule fusion of fuzzy K-Nearest Neighbor classifiers
inferred← citeshttps://doi.org/10.1109/iarce64300.2024.00078openalex-snapshot
Body Partition Refinement Dynamic Graph Convolutional Network for Skeleton-based Action Recognition
inferred← citeshttps://doi.org/10.1109/icaccaf.2017.8344729openalex-snapshot
Densely sampled noiseless optical flow for motion based visual activity analysis
inferred← citeshttps://doi.org/10.1109/icacs64902.2025.10937890openalex-snapshot
Indoor Smart Home Action Recognition over Multi-videos Surveillance System
inferred← citeshttps://doi.org/10.1109/icarcv.2014.7064404openalex-snapshot
Human activities recognition based on poisson equation evaluation and bidirectional 2DPCA
inferred← citeshttps://doi.org/10.1109/icarcv.2016.7838651openalex-snapshot
Improving human body part detection using deep learning and motion consistency
inferred← citeshttps://doi.org/10.1109/iccat.2013.6522024openalex-snapshot
New approach for moving point detection: Application to video space-time description
inferred← citeshttps://doi.org/10.1109/icccnt.2012.6477851openalex-snapshot
Feature and decision level fusion for action recognition
inferred← citeshttps://doi.org/10.1109/icci51257.2020.9247670openalex-snapshot
Human Action Recognition using ConvLSTM with GAN and transfer learning
inferred← citeshttps://doi.org/10.1109/iccins58907.2023.10450091openalex-snapshot
Student Activity Recognition in Classroom Environments Using Transfer Learning
inferred← citeshttps://doi.org/10.1109/iccitechn.2011.6164868openalex-snapshot
An optical flow based approach for action recognition
inferred← citeshttps://doi.org/10.1109/iccoins.2016.7783252openalex-snapshot
Human action recognition in surveillance video of a computer laboratory
inferred← citeshttps://doi.org/10.1109/iccpct.2016.7530365openalex-snapshot
Recognition of human-human interaction using CWDTW
inferred← citeshttps://doi.org/10.1109/iccsce.2014.7072750openalex-snapshot
Human activity recognition: A review
inferred← citeshttps://doi.org/10.1109/iccsnt.2013.6967162openalex-snapshot
Sparse representations of clustered video shots for action recognition
inferred← citeshttps://doi.org/10.1109/icctec.2017.00026openalex-snapshot
Review on Human Action Recognition
inferred← citeshttps://doi.org/10.1109/iccv.2009.5459433openalex-snapshot
Detection of human actions from a single example
inferred← citeshttps://doi.org/10.1109/iccv.2011.6126397openalex-snapshot
Action recognition in videos acquired by a moving camera using motion decomposition of Lagrangian particle trajectories
inferred← citeshttps://doi.org/10.1109/iccv.2013.342openalex-snapshot
The Moving Pose: An Efficient 3D Kinematics Descriptor for Low-Latency Action Recognition and Detection
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