Tensor Canonical Correlation Analysis for Action Classification

No abstract is available for this paper.

• Publication year

  2007

• Venue

  2007 IEEE Conference on Computer Vision and Pattern Recognition

• Publication date

  2007-06-17

• Fields of study

  Mathematics, Computer Science

• Identifiers
  DOI 10.1109/CVPR.2007.383137
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words

  2008influential reference
• Discriminative Learning and Recognition of Image Set Classes Using Canonical Correlations

  2007influential reference
• Actions as Space-Time Shapes

  2007cited by this paper
• Applying Ensembles of Multilinear Classifiers in the Frequency Domain

  2006cited by this paper
• On Space-Time Interest Points

  2005cited by this paper
• Rank-R approximation of tensors using image-as-matrix representation

  2005cited by this paper
• Space-time behavior based correlation

  2005influential reference
• Efficient visual event detection using volumetric features

  2005cited by this paper
• Discriminant analysis with tensor representation

  2005cited by this paper
• Real-time Interpretation of Hand Motions using a Sparse Bayesian Classifier on Motion Gradient Orientation Images

  2005cited by this paper
• Behavior recognition via sparse spatio-temporal features

  2005influential reference
• A Probabilistic Interpretation of Canonical Correlation Analysis

  2005cited by this paper
• Canonical Correlation Analysis: An Overview with Application to Learning Methods

  2004cited by this paper
• Recognizing human actions: a local SVM approach

  2004cited by this paper
• Recognizing action at a distance

  2003cited by this paper
• Weighted and robust incremental method for subspace learning

  2003cited by this paper
• Kernel principal angles for classification machines with applications to image sequence interpretation

  2003cited by this paper
• Space-time interest points

  2003cited by this paper
• Multilinear Analysis of Image Ensembles: TensorFaces

  2002cited by this paper
• The Recognition of Human Movement Using Temporal Templates

  2001cited by this paper
• Merging and Splitting Eigenspace Models

  2000influential reference
• Explaining optical flow events with parameterized spatio-temporal models

  1999cited by this paper
• Face recognition using temporal image sequence

  1998cited by this paper
• A decision-theoretic generalization of on-line learning and an application to boosting

  1997cited by this paper
• Numerical methods for computing angles between linear subspaces

  1971influential reference
• Relations Between Two Sets of Variates

  1936cited by this paper

• Functional Tensor Regression

  2025cites this paper
• Position embedding YOLO for real-time moving hand gesture detection

  2025cites this paper
• Preserving Correlation in Multi-Modal Data: Challenges and Strategies

  2024cites this paper
• Learning to Predict Activity Progress by Self-Supervised Video Alignment

  2024cites this paper
• Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization

  2024cites this paper
• Tensor discriminant analysis on grassmann manifold with application to video based human action recognition

  2024cites this paper
• EgoCentric+: A Multipurpose Data Set for Head-Mounted Wearable Computing Devices

  2024cites this paper
• An Efficient Two-Sided Sketching Method for Large-Scale Tensor Decomposition Based on Transformed Domains

  2024cites this paper
• An Expert System for Indian Sign Language Recognition Using Spatial Attention–based Feature and Temporal Feature

  2024cites this paper
• Video based hand gesture recognition dataset using thermal camera

  2024cites this paper
• A Multilinear Least-Squares Formulation for Sparse Tensor Canonical Correlation Analysis

  2024cites this paper
• Dimensionality Reduction of Dynamics on Lie Groups via Structure-Aware Canonical Correlation Analysis

  2024cites this paper
• VOEDHgesture: A Multi-Purpose Visual Odometry/ Simultaneous Localization and Mapping and Egocentric Dynamic Hand Gesture Data-Set for Virtual Object Manipulations in Wearable Mixed Reality

  2024cites this paper
• A comparative study of advanced technologies and methods in hand gesture analysis and recognition systems

  2024cites this paper
• Tensor PCA from basis in tensor space

  2023cites this paper
• CLIP-LSTM: Fused Model for Dynamic Hand Gesture Recognition

  2023influential citation
• Cross-Domain Similarity in Domain Adaptation for Human Activity Recognition

  2023cites this paper
• PixelRNN: In-pixel Recurrent Neural Networks for End-to-end-optimized Perception with Neural Sensors

  2023cites this paper
• A static video summarization approach via block-based self-motivated visual attention scoring mechanism

  2023cites this paper
• Expectation propagation learning of finite and infinite Gamma mixture models and its applications

  2023cites this paper
• Hybrid approach for suspicious object surveillance using video clips and UAV images in cloud-IoT-based computing environment

  2023cites this paper
• Survey on vision-based dynamic hand gesture recognition

  2023cites this paper
• Challenges of the Creation of a Dataset for Vision Based Human Hand Action Recognition in Industrial Assembly

  2023influential citation
• Knowledge discovery of suspicious objects using hybrid approach with video clips and UAV images in distributed environments: a novel approach

  2023cites this paper
• Skeleton Data is all about: Dynamic Hand Gesture Recognition

  2023cites this paper
• Dimensionality Reduction of Dynamics on Lie Manifolds via Structure-Aware Canonical Correlation Analysis

  2023cites this paper
• Learning High-Order Multi-View Representation by New Tensor Canonical Correlation Analysis

  2023cites this paper
• Multi-Group Tensor Canonical Correlation Analysis

  2023cites this paper
• Unsupervised Learning Using Expectation Propagation Inference of Inverted Beta-Liouville Mixture Models for Pattern Recognition Applications

  2022cites this paper
• Dynamic gesture recognition based on 2D convolutional neural network and feature fusion

  2022cites this paper
• Applying Hybrid Deep Neural Network for the Recognition of Sign Language Words Used by the Deaf COVID-19 Patients

  2022cites this paper
• A novel dynamic gesture understanding algorithm fusing convolutional neural networks with hand-crafted features

  2022cites this paper
• A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications

  2022cites this paper
• Analysis of Temporal Tensor Datasets on Product Grassmann Manifold

  2022cites this paper
• Recognition of Hand Gestures using Visible Light and a Probabilistic-based Neural Network

  2022cites this paper
• Multi-view information fusion using multi-view variational autoencoders to predict proximal femoral strength

  2022cites this paper
• Tensor decompositions: computations, applications, and challenges

  2022cites this paper
• Human–machine integration based augmented reality assisted wire-bending training system for orthodontics

  2022cites this paper
• HaGRID – HAnd Gesture Recognition Image Dataset

  2022cites this paper
• A two stream convolutional neural network with bi-directional GRU model to classify dynamic hand gesture

  2022cites this paper
• Temporal-stochastic tensor features for action recognition

  2022cites this paper
• Deep Learning Model for Dynamic Hand Gesture Recognition for Natural Human-Machine Interface on End Devices

  2022influential citation
• Fast Nearest Subspace Search via Random Angular Hashing

  2021cites this paper
• Multilinear clustering via tensor Fukunaga-Koontz transform with Fisher eigenspectrum regularization

  2021cites this paper
• Entropy-Based Variational Scheme with Component Splitting for the Efficient Learning of Gamma Mixtures

  2021cites this paper
• Unsupervised Sequence Alignment between Video and Human Center of Pressure

  2021cites this paper
• Augmented Reality Assisted Assembly Training Oriented Dynamic Gesture Recognition and Prediction

  2021cites this paper
• Methods, Databases and Recent Advancement of Vision-Based Hand Gesture Recognition for HCI Systems: A Review

  2021cites this paper
• A Holographic Diffraction Label Recognition Algorithm Based on Fusion Double Tensor Features

  2021influential citation
• Applying deep neural networks for the automatic recognition of sign language words: A communication aid to deaf agriculturists

  2021cites this paper
• Dimensionality Reduction Methods for Brain Imaging Data Analysis

  2021influential citation
• Distance based kernels for video tensors on product of Riemannian matrix manifolds

  2021cites this paper
• On Support Recovery With Sparse CCA: Information Theoretic and Computational Limits

  2021cites this paper
• Deep multi-view learning methods: A review

  2021cites this paper
• Effective Streaming Low-Tubal-Rank Tensor Approximation via Frequent Directions

  2021cites this paper
• CCA-Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic CCA methods in a scikit-learn style framework

  2021influential citation
• Supporting Information for “Tensor Envelope Mixture Model For Simultaneous Clustering and Multiway Dimension Reduction” by Kai Deng and Xin Zhang

  2021cites this paper
• An Overview of Hand Gesture Languages for Autonomous UAV Handling

  2021cites this paper
• Depth Sequential Information Entropy Maps and Multi-Label Subspace Learning for Human Action Recognition

  2020cites this paper
• XwiseNet: action recognition with Xwise separable convolutions

  2020cites this paper
• Tensor Canonical Correlation Analysis With Convergence and Statistical Guarantees

  2020cites this paper
• Lightweight Action Recognition with Sequence-Specific Global Context

  2020influential citation
• From video pornography to cancer cells: a tensor framework for spatiotemporal description

  2020cites this paper
• Opportunities in tensorial data analytics for chemical and biological manufacturing processes

  2020cites this paper
• Video Action Understanding

  2020cites this paper
• A comparison on visual prediction models for MAMO (multi activity-multi object) recognition using deep learning

  2020cites this paper
• Learning binary code for fast nearest subspace search

  2020cites this paper
• Principal Tensor Embedding for Unsupervised Tensor Learning

  2020cites this paper
• Tensor Representations for Action Recognition

  2020cites this paper
• Histogram of Oriented Gradient-Based Fusion of Features for Human Action Recognition in Action Video Sequences

  2020cites this paper
• Tensor mutual information and its applications

  2020cites this paper
• Fast and robust key frame extraction method for gesture video based on high-level feature representation

  2020influential citation
• Silhouette Analysis of Hand Gesture Dataset Using Histogram Profile Feature Extraction

  2020cites this paper
• Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis

  2019cites this paper
• Vision-Based Assistive Systems for Deaf and Hearing Impaired People

  2019cites this paper
• Skeleton-Based Human Action Recognition through Third-Order Tensor Representation and Spatio-Temporal Analysis

  2019cites this paper
• Correntropy-Based Multiview Subspace Clustering

  2019cites this paper
• Mutual Information on Tensors for Measuring the Nonlinear Correlations in Network Security

  2019cites this paper
• Multimodal Learning for Human Action Recognition Via Bimodal/Multimodal Hybrid Centroid Canonical Correlation Analysis

  2019cites this paper
• Task-Driven Common Representation Learning via Bridge Neural Network

  2019cites this paper
• Transfer learning-based convolutional neural networks with heuristic optimization for hand gesture recognition

  2019cites this paper
• A Survey on Canonical Correlation Analysis

  2019cites this paper
• A long video caption generation algorithm for big video data retrieval

  2019cites this paper
• Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature Fusion

  2019cites this paper
• Probabilistic CCA with Implicit Distributions

  2019cites this paper
• Human Motion Anticipation and Recognition from RGB-D

  2019cites this paper
• Efficient representation of size functions based on moments theory

  2019influential citation
• Human-Robot Interaction with Smart Shopping Trolley Using Sign Language: Data Collection

  2019cites this paper
• Time-dependent Canonical Correlation Analysis for Multilevel Time Series

  2019cites this paper
• Classification With the Matrix-Variate-t Distribution

  2019cites this paper
• Tensor Canonical Correlation Analysis

  2019cites this paper
• Spatio‐temporal variability of rainfall in a high tropical island: Patterns and large‐scale drivers in Réunion Island

  2019cites this paper
• Linearized Kernel Representation Learning from Video Tensors by Exploiting Manifold Geometry for Gesture Recognition

  2019influential citation
• Multimodal Emotion Recognition Using Deep Canonical Correlation Analysis

  2019cites this paper
• Probabilistic Rank-One Tensor Analysis With Concurrent Regularizations

  2019cites this paper
• Dynamic Index Finger Gesture Video Dataset for Mobile Interaction

  2018influential citation
• An Information-Theoretic Framework for Non-linear Canonical Correlation Analysis

  2018cites this paper
• Robust Semi-Supervised Manifold Learning Algorithm for Classification

  2018influential citation
• Image Set Representation with Robust Manifold Regularized Low-Rank Approximation

  2018cites this paper
• An Image Dataset of Bishnupur Terracotta Temples for Digital Heritage Research

  2018cites this paper