Skeleton based action recognition using translation-scale invariant image mapping and multi-scale deep cnn Apr 19, 2017 Action Recognition image-classification
— Unverified Temporal Action Localization by Structured Maximal Sums Apr 15, 2017 Action Detection Action Localization
— Unverified Interpretable 3D Human Action Analysis with Temporal Convolutional Networks Apr 14, 2017 3D Action Recognition Action Analysis
Code Code Available Learning to Estimate Pose by Watching Videos Apr 13, 2017 Action Recognition Pose Estimation
Code Code Available UC Merced Submission to the ActivityNet Challenge 2016 Apr 11, 2017 Action Recognition General Classification
— Unverified Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks Apr 9, 2017 3D Action Recognition Action Recognition
— Unverified First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations Apr 8, 2017 3D Hand Pose Estimation Action Recognition
Code Code Available Generalized Rank Pooling for Activity Recognition Apr 7, 2017 Action Recognition Activity Recognition
— Unverified Action Representation Using Classifier Decision Boundaries Apr 6, 2017 Action Recognition Multiple Instance Learning
— Unverified Two Stream LSTM: A Deep Fusion Framework for Human Action Recognition Apr 4, 2017 Action Recognition Temporal Action Localization
— Unverified Unsupervised Action Proposal Ranking through Proposal Recombination Apr 3, 2017 Action Detection Action Recognition
— Unverified Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection Apr 3, 2017 Action Classification Action Localization
Code Code Available TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition Mar 30, 2017 Action Classification Action Recognition
Code Code Available Pose-conditioned Spatio-Temporal Attention for Human Action Recognition Mar 29, 2017 Action Recognition Activity Recognition
— Unverified Learning and Refining of Privileged Information-based RNNs for Action Recognition from Depth Sequences Mar 28, 2017 Action Recognition General Classification
— Unverified Locality preserving projection on SPD matrix Lie group: algorithm and analysis Mar 28, 2017 Action Recognition Dimensionality Reduction
— Unverified View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data Mar 24, 2017 Action Recognition Skeleton Based Action Recognition
Code Code Available A Bag-of-Words Equivalent Recurrent Neural Network for Action Recognition Mar 23, 2017 Action Recognition General Classification
Code Code Available Two-Stream RNN/CNN for Action Recognition in 3D Videos Mar 22, 2017 Action Recognition Temporal Action Localization
— Unverified PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding Mar 22, 2017 Action Detection Action Recognition
— Unverified TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals Mar 17, 2017 Action Localization GPU
Code Code Available Improving Interpretability of Deep Neural Networks with Semantic Information Mar 12, 2017 Action Recognition Temporal Action Localization
— Unverified UntrimmedNets for Weakly Supervised Action Recognition and Detection Mar 9, 2017 Action Recognition Temporal Action Localization
Code Code Available A New Representation of Skeleton Sequences for 3D Action Recognition Mar 9, 2017 3D Action Recognition Action Recognition
— Unverified A Pursuit of Temporal Accuracy in General Activity Detection Mar 8, 2017 Action Detection Activity Detection
Code Code Available CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos Mar 4, 2017 Action Localization GPU
Code Code Available Scene Flow to Action Map: A New Representation for RGB-D based Action Recognition with Convolutional Neural Networks Feb 28, 2017 3D Action Recognition Action Recognition
— Unverified Evolution-Preserving Dense Trajectory Descriptors Feb 14, 2017 Action Recognition Deep Learning
— Unverified Joint Discovery of Object States and Manipulation Actions Feb 9, 2017 Action Recognition Clustering
Code Code Available Robust features for facial action recognition Feb 5, 2017 Action Recognition Temporal Action Localization
— Unverified Deep Local Video Feature for Action Recognition Jan 25, 2017 Action Recognition GPU
— Unverified Higher-order Pooling of CNN Features via Kernel Linearization for Action Recognition Jan 19, 2017 Action Recognition Fine-grained Action Recognition
— Unverified Action Recognition: From Static Datasets to Moving Robots Jan 18, 2017 Action Recognition Temporal Action Localization
— Unverified Learning Linear Dynamical Systems with High-Order Tensor Data for Skeleton based Action Recognition Jan 14, 2017 Action Recognition Dictionary Learning
— Unverified Ordered Pooling of Optical Flow Sequences for Action Recognition Jan 12, 2017 Action Recognition Optical Flow Estimation
— Unverified AENet: Learning Deep Audio Features for Video Analysis Jan 3, 2017 Action Recognition Data Augmentation
Code Code Available Action Recognition Based on Joint Trajectory Maps with Convolutional Neural Networks Dec 30, 2016 Action Recognition Skeleton Based Action Recognition
— Unverified Human Action Attribute Learning From Video Data Using Low-Rank Representations Dec 23, 2016 Action Recognition Activity Recognition
— Unverified Efficient Action Detection in Untrimmed Videos via Multi-Task Learning Dec 22, 2016 Action Detection Action Localization
— Unverified Dynamic Action Recognition: A convolutional neural network model for temporally organized joint location data Dec 20, 2016 Action Recognition Temporal Action Localization
— Unverified Deep Motion Features for Visual Tracking Dec 20, 2016 Action Recognition Optical Flow Estimation
— Unverified Asynchronous Temporal Fields for Action Recognition Dec 19, 2016 Action Classification Action Recognition
Code Code Available Deep Learning on Lie Groups for Skeleton-based Action Recognition Dec 18, 2016 3D Action Recognition 3D Classification
— Unverified Single Image Action Recognition using Semantic Body Part Actions Dec 14, 2016 Action Recognition Temporal Action Localization
— Unverified Scale Coding Bag of Deep Features for Human Attribute and Action Recognition Dec 14, 2016 Action Recognition Action Recognition In Still Images
— Unverified ActionFlowNet: Learning Motion Representation for Action Recognition Dec 9, 2016 Action Recognition Optical Flow Estimation
— Unverified Action Recognition with Dynamic Image Networks Dec 2, 2016 Action Recognition Optical Flow Estimation
Code Code Available Procedural Generation of Videos to Train Deep Action Recognition Networks Dec 2, 2016 Action Recognition Action Recognition In Videos
— Unverified Learning from Small Sample Sets by Combining Unsupervised Meta-Training with CNNs Dec 1, 2016 Action Recognition General Classification
— Unverified Deep Alternative Neural Network: Exploring Contexts as Early as Possible for Action Recognition Dec 1, 2016 Action Recognition Optical Flow Estimation
— Unverified 