Going Deeper into Action Recognition: A Survey

16 May 2016

Mehrtash Harandi

Fatih Porikli

Papers citing "Going Deeper into Action Recognition: A Survey"

50 / 132 papers shown

Title
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 42 504 0 22 Dec 2020
A Comprehensive Study of Deep Video Action Recognition Yi Zhu Xinyu Li Chunhui Liu Mohammadreza Zolfaghari Yuanjun Xiong Chongruo Wu Zhi-Li Zhang Joseph Tighe R. Manmatha Mu Li VLM AI4TS 35 184 0 11 Dec 2020
Learning Order Parameters from Videos of Dynamical Phases for Skyrmions with Neural Networks Weidi Wang Zeyuan Wang Yinghui Zhang Bo Sun K. Xia 19 1 0 02 Dec 2020
Just One Moment: Structural Vulnerability of Deep Action Recognition against One Frame Attack Jaehui Hwang Jun-Hyuk Kim Jun-Ho Choi Jong-Seok Lee AAML 16 15 0 30 Nov 2020
Deep Learning -- A first Meta-Survey of selected Reviews across Scientific Disciplines, their Commonalities, Challenges and Research Impact Jan Egger Antonio Pepe Christina Schwarz-Gsaxner Yuan Jin Jianning Li Roman Kern OOD VLM AI4CE 31 30 0 16 Nov 2020
Privacy-Preserving Pose Estimation for Human-Robot Interaction Youya Xia Yifan Tang Yuhan Hu Guy Hoffman 6 2 0 14 Nov 2020
Multi-Temporal Convolutions for Human Action Recognition in Videos Alexandros Stergiou R. Poppe 14 1 0 08 Nov 2020
Shedding Light on Blind Spots: Developing a Reference Architecture to Leverage Video Data for Process Mining Wolfgang Kratsch Fabian König Maximilian Röglinger 14 25 0 21 Oct 2020
Video Action Understanding Matthew Hutchinson V. Gadepally 30 20 0 13 Oct 2020
Deep Sequence Learning for Video Anticipation: From Discrete and Deterministic to Continuous and Stochastic S. Aliakbarian AI4TS 16 0 0 09 Oct 2020
Attention-Driven Body Pose Encoding for Human Activity Recognition B Debnath Mary O'Brien Swagat Kumar Ardhendu Behera 3DH CVBM 14 5 0 29 Sep 2020
To Root Artificial Intelligence Deeply in Basic Science for a New Generation of AI Jingan Yang Ya-li Peng 25 0 0 11 Sep 2020
Modelling the Statistics of Cyclic Activities by Trajectory Analysis on the Manifold of Positive-Semi-Definite Matrices Ettore Maria Celozzi Luca Ciabini Luca Cultrera P. Pala Stefano Berretti Mohamed Daoudi A. Bimbo 16 1 0 24 Jun 2020
Learn to cycle: Time-consistent feature discovery for action recognition Alexandros Stergiou R. Poppe 14 23 0 15 Jun 2020
Exploiting the ConvLSTM: Human Action Recognition using Raw Depth Video-Based Recurrent Neural Networks Adrián Sánchez-Caballero D. Fuentes-Jiménez Cristina Losada-Gutiérrez 22 21 0 13 Jun 2020
PNL: Efficient Long-Range Dependencies Extraction with Pyramid Non-Local Module for Action Recognition Yuecong Xu Haozhi Cao Jianfei Yang K. Mao Jianxiong Yin Simon See 16 5 0 09 Jun 2020
Exploiting Inter-Frame Regional Correlation for Efficient Action Recognition Yuecong Xu Jianfei Yang K. Mao Jianxiong Yin Simon See 6 11 0 06 May 2020
EmbraceNet for Activity: A Deep Multimodal Fusion Architecture for Activity Recognition Jun-Ho Choi Jong-Seok Lee 22 22 0 29 Apr 2020
Inferring Temporal Compositions of Actions Using Probabilistic Automata Rodrigo Santa Cruz A. Cherian Basura Fernando Dylan Campbell Stephen Gould 18 2 0 28 Apr 2020
ProxEmo: Gait-based Emotion Learning and Multi-view Proxemic Fusion for Socially-Aware Robot Navigation V. Narayanan Bala Murali Manoghar Vishnu Sashank Dorbala Dinesh Manocha Aniket Bera 28 63 0 02 Mar 2020
A Survey on 3D Skeleton-Based Action Recognition Using Learning Method Bin Ren Mengyuan Liu Runwei Ding Hong Liu 24 121 0 14 Feb 2020
Learning Class Regularized Features for Action Recognition Alexandros Stergiou R. Poppe R. Veltkamp 7 3 0 07 Feb 2020
An Information-rich Sampling Technique over Spatio-Temporal CNN for Classification of Human Actions in Videos S. H. Shabbeer Basha Viswanath Pulabaigari Snehasis Mukherjee 14 18 0 06 Feb 2020
Action Graphs: Weakly-supervised Action Localization with Graph Convolution Networks M. Rashid Hedvig Kjellström Yong Jae Lee WSOL GNN 16 46 0 04 Feb 2020
A Review on Intelligent Object Perception Methods Combining Knowledge-based Reasoning and Machine Learning Filippos Gouidis Alexandros Vassiliades T. Patkos Antonis Argyros Nick Bassiliades Dimitris Plexousakis OCL 29 12 0 26 Dec 2019
DMCL: Distillation Multiple Choice Learning for Multimodal Action Recognition Nuno C. Garcia Sarah Adel Bargal Vitaly Ablavsky Pietro Morerio Vittorio Murino Stan Sclaroff 19 48 0 23 Dec 2019
Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition D. Luvizon Hedi Tabia David Picard 3DH 25 115 0 15 Dec 2019
Unfairness towards subjective opinions in Machine Learning Agathe Balayn A. Bozzon Zoltán Szlávik FaML 22 1 0 06 Nov 2019
Seeing and Hearing Egocentric Actions: How Much Can We Learn? Alejandro Cartas Jordi Luque P. Radeva Carlos Segura Mariella Dimiccoli EgoV 13 20 0 15 Oct 2019
Affective Computing for Large-Scale Heterogeneous Multimedia Data: A Survey Sicheng Zhao Shangfei Wang M. Soleymani D. Joshi Q. Ji 17 70 0 03 Oct 2019
Spatio-Temporal FAST 3D Convolutions for Human Action Recognition Alexandros Stergiou R. Poppe 3DH 12 19 0 30 Sep 2019
Spatiotemporal Co-attention Recurrent Neural Networks for Human-Skeleton Motion Prediction Xiangbo Shu Liyan Zhang Guo-Jun Qi Wei Liu Jinhui Tang 3DH HAI 37 203 0 29 Sep 2019
Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video B. Rezaei Yiorgos Christakis B. Ho Kevin C. Thomas K. Erb Sarah Ostadabbas Shyamal Patel 26 11 0 20 Sep 2019
Discriminative Video Representation Learning Using Support Vector Classifiers Jue Wang A. Cherian 20 5 0 05 Sep 2019
Learning Object-Action Relations from Bimanual Human Demonstration Using Graph Networks Christian R. G. Dreher Mirko Wächter Tamim Asfour 19 64 0 22 Aug 2019
TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition M. Bishay Georgios Zoumpourlis Ioannis Patras ViT 18 155 0 21 Jul 2019
Different Approaches for Human Activity Recognition: A Survey Z. Hussain Quan Z. Sheng W. Zhang 18 124 0 11 Jun 2019
Identifying Visible Actions in Lifestyle Vlogs Oana Ignat Laura Burdick Jia Deng Rada Mihalcea 10 14 0 10 Jun 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 23 0 0 25 May 2019
Deep Transfer Learning Methods for Colon Cancer Classification in Confocal Laser Microscopy Images N. Gessert M. Bengs L. Wittig D. Drömann T. Keck Alexander Schlaefer D. Ellebrecht 24 31 0 20 May 2019
Long Short-Term Memory with Gate and State Level Fusion for Light Field-Based Face Recognition Alireza Sepas-Moghaddam Ali Etemad F. Pereira P. Correia CVBM 14 1 0 11 May 2019
Forecasting Pedestrian Trajectory with Machine-Annotated Training Data Olly Styles Arun Ross Victor Sanchez 19 35 0 09 May 2019
Action Recognition from Single Timestamp Supervision in Untrimmed Videos Davide Moltisanti Sanja Fidler Dima Damen 22 61 0 09 Apr 2019
Turbo Learning Framework for Human-Object Interactions Recognition and Human Pose Estimation Wei Feng Wentao Liu Tong Li Jing Peng Chao Qian Xiaolin Hu 26 11 0 15 Mar 2019
Two-Stream Action Recognition-Oriented Video Super-Resolution Haochen Zhang Dong Liu Zhiwei Xiong SupR 20 44 0 13 Mar 2019
Can Adversarial Networks Hallucinate Occluded People With a Plausible Aspect? Federico Fulgeri Matteo Fabbri S. Alletto Simone Calderara Rita Cucchiara GAN 19 13 0 23 Jan 2019
Spatiotemporal Recurrent Convolutional Networks for Recognizing Spontaneous Micro-expressions Zhaoqiang Xia Xiaopeng Hong Xingyu Gao Xiaoyi Feng Guoying Zhao ObjD 30 187 0 15 Jan 2019
Automatic Detection of Reflective Thinking in Mathematical Problem Solving based on Unconstrained Bodily Exploration Temitayo A. Olugbade Joseph W. Newbold Rose M. G. Johnson Erica Volta Paolo Alborno Radoslaw Niewiadomski M. Dillon G. Volpe N. Bianchi-Berthouze 13 11 0 18 Dec 2018
Towards Robust Human Activity Recognition from RGB Video Stream with Limited Labeled Data Krishanu Sarker M. Masoud S. Belkasim Shihao Ji 14 10 0 16 Dec 2018
Multi-modal Capsule Routing for Actor and Action Video Segmentation Conditioned on Natural Language Queries Bruce McIntosh Kevin Duarte Y. S. Rawat M. Shah MedIm 13 17 0 02 Dec 2018