2D Deep Video Capsule Network with Temporal Shift for Action Recognition
Théo Voillemin,
Hazem Wannous,
Jean-Philippe Vandeborre
Auto-TLDR; Temporal Shift Module over Capsule Network for Action Recognition in Continuous Videos
Similar papers
A Grid-Based Representation for Human Action Recognition
Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Auto-TLDR; GRAR: Grid-based Representation for Action Recognition in Videos
Abstract Slides Poster Similar
MFI: Multi-Range Feature Interchange for Video Action Recognition
Sikai Bai, Qi Wang, Xuelong Li
Auto-TLDR; Multi-range Feature Interchange Network for Action Recognition in Videos
Abstract Slides Poster Similar
What and How? Jointly Forecasting Human Action and Pose
Yanjun Zhu, Yanxia Zhang, Qiong Liu, Andreas Girgensohn
Auto-TLDR; Forecasting Human Actions and Motion Trajectories with Joint Action Classification and Pose Regression
Abstract Slides Poster Similar
Temporal Binary Representation for Event-Based Action Recognition
Simone Undri Innocenti, Federico Becattini, Federico Pernici, Alberto Del Bimbo
Auto-TLDR; Temporal Binary Representation for Gesture Recognition
Abstract Slides Poster Similar
Attention-Driven Body Pose Encoding for Human Activity Recognition
Bappaditya Debnath, Swagat Kumar, Marry O'Brien, Ardhendu Behera
Auto-TLDR; Attention-based Body Pose Encoding for Human Activity Recognition
Abstract Slides Poster Similar
Temporal Attention-Augmented Graph Convolutional Network for Efficient Skeleton-Based Human Action Recognition
Negar Heidari, Alexandros Iosifidis
Auto-TLDR; Temporal Attention Module for Efficient Graph Convolutional Network-based Action Recognition
Abstract Slides Poster Similar
Vision-Based Multi-Modal Framework for Action Recognition
Djamila Romaissa Beddiar, Mourad Oussalah, Brahim Nini
Auto-TLDR; Multi-modal Framework for Human Activity Recognition Using RGB, Depth and Skeleton Data
Abstract Slides Poster Similar
DeepPear: Deep Pose Estimation and Action Recognition
Wen-Jiin Tsai, You-Ying Jhuang
Auto-TLDR; Human Action Recognition Using RGB Video Using 3D Human Pose and Appearance Features
Abstract Slides Poster Similar
Learning Group Activities from Skeletons without Individual Action Labels
Fabio Zappardino, Tiberio Uricchio, Lorenzo Seidenari, Alberto Del Bimbo
Auto-TLDR; Lean Pose Only for Group Activity Recognition
MixTConv: Mixed Temporal Convolutional Kernels for Efficient Action Recognition
Kaiyu Shan, Yongtao Wang, Zhi Tang, Ying Chen, Yangyan Li
Auto-TLDR; Mixed Temporal Convolution for Action Recognition
Abstract Slides Poster Similar
Motion Complementary Network for Efficient Action Recognition
Ke Cheng, Yifan Zhang, Chenghua Li, Jian Cheng, Hanqing Lu
Auto-TLDR; Efficient Motion Complementary Network for Action Recognition
Abstract Slides Poster Similar
Channel-Wise Dense Connection Graph Convolutional Network for Skeleton-Based Action Recognition
Michael Lao Banteng, Zhiyong Wu
Auto-TLDR; Two-stream channel-wise dense connection GCN for human action recognition
Abstract Slides Poster Similar
3D Attention Mechanism for Fine-Grained Classification of Table Tennis Strokes Using a Twin Spatio-Temporal Convolutional Neural Networks
Pierre-Etienne Martin, Jenny Benois-Pineau, Renaud Péteri, Julien Morlier
Auto-TLDR; Attentional Blocks for Action Recognition in Table Tennis Strokes
Abstract Slides Poster Similar
Towards Practical Compressed Video Action Recognition: A Temporal Enhanced Multi-Stream Network
Bing Li, Longteng Kong, Dongming Zhang, Xiuguo Bao, Di Huang, Yunhong Wang
Auto-TLDR; TEMSN: Temporal Enhanced Multi-Stream Network for Compressed Video Action Recognition
Abstract Slides Poster Similar
JT-MGCN: Joint-Temporal Motion Graph Convolutional Network for Skeleton-Based Action Recognition
Auto-TLDR; Joint-temporal Motion Graph Convolutional Networks for Action Recognition
Recurrent Graph Convolutional Networks for Skeleton-Based Action Recognition
Guangming Zhu, Lu Yang, Liang Zhang, Peiyi Shen, Juan Song
Auto-TLDR; Recurrent Graph Convolutional Network for Human Action Recognition
Abstract Slides Poster Similar
SAT-Net: Self-Attention and Temporal Fusion for Facial Action Unit Detection
Zhihua Li, Zheng Zhang, Lijun Yin
Auto-TLDR; Temporal Fusion and Self-Attention Network for Facial Action Unit Detection
Abstract Slides Poster Similar
Self-Supervised Joint Encoding of Motion and Appearance for First Person Action Recognition
Mirco Planamente, Andrea Bottino, Barbara Caputo
Auto-TLDR; A Single Stream Architecture for Egocentric Action Recognition from the First-Person Point of View
Abstract Slides Poster Similar
A Multi-Task Neural Network for Action Recognition with 3D Key-Points
Rongxiao Tang, Wang Luyang, Zhenhua Guo
Auto-TLDR; Multi-task Neural Network for Action Recognition and 3D Human Pose Estimation
Abstract Slides Poster Similar
Video Summarization with a Dual Attention Capsule Network
Hao Fu, Hongxing Wang, Jianyu Yang
Auto-TLDR; Dual Self-Attention Capsule Network for Video Summarization
Abstract Slides Poster Similar
Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatio-Temporal Graph Convolutional Network for Action Recognition
Konstantinos Papadopoulos, Enjie Ghorbel, Djamila Aouada, Bjorn Ottersten
Auto-TLDR; Spatio-Temporal Graph Convolutional Network for Skeleton-Based Action Recognition
Abstract Slides Poster Similar
Quaternion Capsule Networks
Barış Özcan, Furkan Kınlı, Mustafa Furkan Kirac
Auto-TLDR; Quaternion Capsule Networks for Object Recognition
Abstract Slides Poster Similar
Late Fusion of Bayesian and Convolutional Models for Action Recognition
Camille Maurice, Francisco Madrigal, Frederic Lerasle
Auto-TLDR; Fusion of Deep Neural Network and Bayesian-based Approach for Temporal Action Recognition
Abstract Slides Poster Similar
RWF-2000: An Open Large Scale Video Database for Violence Detection
Ming Cheng, Kunjing Cai, Ming Li
Auto-TLDR; Flow Gated Network for Violence Detection in Surveillance Cameras
Abstract Slides Poster Similar
Learnable Higher-Order Representation for Action Recognition
Auto-TLDR; Learningable Higher-Order Operations for Spatiotemporal Dynamics in Video Recognition
Continuous Sign Language Recognition with Iterative Spatiotemporal Fine-Tuning
Kenessary Koishybay, Medet Mukushev, Anara Sandygulova
Auto-TLDR; A Deep Neural Network for Continuous Sign Language Recognition with Iterative Gloss Recognition
Abstract Slides Poster Similar
Single View Learning in Action Recognition
Gaurvi Goyal, Nicoletta Noceti, Francesca Odone
Auto-TLDR; Cross-View Action Recognition Using Domain Adaptation for Knowledge Transfer
Abstract Slides Poster Similar
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification
Konstantinos Makantasis, Athanasios Voulodimos, Anastasios Doulamis, Nikolaos Doulamis, Nikolaos Bakalos
Auto-TLDR; Tensor-Based Neural Network for Spatiotemporal Pose Classifiaction using Three-Dimensional Skeleton Data
Abstract Slides Poster Similar
Context Matters: Self-Attention for Sign Language Recognition
Fares Ben Slimane, Mohamed Bouguessa
Auto-TLDR; Attentional Network for Continuous Sign Language Recognition
Abstract Slides Poster Similar
A Two-Stream Recurrent Network for Skeleton-Based Human Interaction Recognition
Qianhui Men, Edmond S. L. Ho, Shum Hubert P. H., Howard Leung
Auto-TLDR; Two-Stream Recurrent Neural Network for Human-Human Interaction Recognition
Abstract Slides Poster Similar
Pose-Based Body Language Recognition for Emotion and Psychiatric Symptom Interpretation
Zhengyuan Yang, Amanda Kay, Yuncheng Li, Wendi Cross, Jiebo Luo
Auto-TLDR; Body Language Based Emotion Recognition for Psychiatric Symptoms Prediction
Abstract Slides Poster Similar
Flow-Guided Spatial Attention Tracking for Egocentric Activity Recognition
Auto-TLDR; flow-guided spatial attention tracking for egocentric activity recognition
Abstract Slides Poster Similar
RMS-Net: Regression and Masking for Soccer Event Spotting
Matteo Tomei, Lorenzo Baraldi, Simone Calderara, Simone Bronzin, Rita Cucchiara
Auto-TLDR; An Action Spotting Network for Soccer Videos
Abstract Slides Poster Similar
Learning Recurrent High-Order Statistics for Skeleton-Based Hand Gesture Recognition
Xuan Son Nguyen, Luc Brun, Olivier Lezoray, Sébastien Bougleux
Auto-TLDR; Exploiting High-Order Statistics in Recurrent Neural Networks for Hand Gesture Recog-nition
TinyVIRAT: Low-Resolution Video Action Recognition
Ugur Demir, Yogesh Rawat, Mubarak Shah
Auto-TLDR; TinyVIRAT: A Progressive Generative Approach for Action Recognition in Videos
Abstract Slides Poster Similar
ActionSpotter: Deep Reinforcement Learning Framework for Temporal Action Spotting in Videos
Guillaume Vaudaux-Ruth, Adrien Chan-Hon-Tong, Catherine Achard
Auto-TLDR; ActionSpotter: A Reinforcement Learning Algorithm for Action Spotting in Video
Abstract Slides Poster Similar
Two-Level Attention-Based Fusion Learning for RGB-D Face Recognition
Hardik Uppal, Alireza Sepas-Moghaddam, Michael Greenspan, Ali Etemad
Auto-TLDR; Fused RGB-D Facial Recognition using Attention-Aware Feature Fusion
Abstract Slides Poster Similar
Attention-Oriented Action Recognition for Real-Time Human-Robot Interaction
Ziyang Song, Ziyi Yin, Zejian Yuan, Chong Zhang, Wanchao Chi, Yonggen Ling, Shenghao Zhang
Auto-TLDR; Attention-Oriented Multi-Level Network for Action Recognition in Interaction Scenes
Abstract Slides Poster Similar
Relevance Detection in Cataract Surgery Videos by Spatio-Temporal Action Localization
Negin Ghamsarian, Mario Taschwer, Doris Putzgruber, Stephanie. Sarny, Klaus Schoeffmann
Auto-TLDR; relevance-based retrieval in cataract surgery videos
PHNet: Parasite-Host Network for Video Crowd Counting
Shiqiao Meng, Jiajie Li, Weiwei Guo, Jinfeng Jiang, Lai Ye
Auto-TLDR; PHNet: A Parasite-Host Network for Video Crowd Counting
Abstract Slides Poster Similar
Gabriella: An Online System for Real-Time Activity Detection in Untrimmed Security Videos
Mamshad Nayeem Rizve, Ugur Demir, Praveen Praveen Tirupattur, Aayush Jung Rana, Kevin Duarte, Ishan Rajendrakumar Dave, Yogesh Rawat, Mubarak Shah
Auto-TLDR; Gabriella: A Real-Time Online System for Activity Detection in Surveillance Videos
TSMSAN: A Three-Stream Multi-Scale Attentive Network for Video Saliency Detection
Jingwen Yang, Guanwen Zhang, Wei Zhou
Auto-TLDR; Three-stream Multi-scale attentive network for video saliency detection in dynamic scenes
Abstract Slides Poster Similar
IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture Recognition
Gibran Benitez-Garcia, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Keiji Yanai
Auto-TLDR; IPN Hand: A Benchmark Dataset for Continuous Hand Gesture Recognition
Abstract Slides Poster Similar
ACCLVOS: Atrous Convolution with Spatial-Temporal ConvLSTM for Video Object Segmentation
Muzhou Xu, Shan Zong, Chunping Liu, Shengrong Gong, Zhaohui Wang, Yu Xia
Auto-TLDR; Semi-supervised Video Object Segmentation using U-shape Convolution and ConvLSTM
Abstract Slides Poster Similar
Variational Capsule Encoder
Harish Raviprakash, Syed Anwar, Ulas Bagci
Auto-TLDR; Bayesian Capsule Networks for Representation Learning in latent space
Abstract Slides Poster Similar
Developing Motion Code Embedding for Action Recognition in Videos
Maxat Alibayev, David Andrea Paulius, Yu Sun
Auto-TLDR; Motion Embedding via Motion Codes for Action Recognition
Abstract Slides Poster Similar
Modeling Long-Term Interactions to Enhance Action Recognition
Alejandro Cartas, Petia Radeva, Mariella Dimiccoli
Auto-TLDR; A Hierarchical Long Short-Term Memory Network for Action Recognition in Egocentric Videos
Abstract Slides Poster Similar
Gait Recognition Using Multi-Scale Partial Representation Transformation with Capsules
Alireza Sepas-Moghaddam, Saeed Ghorbani, Nikolaus F. Troje, Ali Etemad
Auto-TLDR; Learning to Transfer Multi-scale Partial Gait Representations using Capsule Networks for Gait Recognition
Abstract Slides Poster Similar