Beyond Short Snippets: Deep Networks for Video Classification

31 March 2015

Joe Yue-Hei Ng

Matthew J. Hausknecht

Sudheendra Vijayanarasimhan

Papers citing "Beyond Short Snippets: Deep Networks for Video Classification"

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Title
Search-Map-Search: A Frame Selection Paradigm for Action Recognition Mingjun Zhao Yu Xiaoli Wang Lei Yang Di Niu 26 5 0 20 Apr 2023
Leveraging triplet loss for unsupervised action segmentation Elena Belén Bueno-Benito Biel Tura Vecino Mariella Dimiccoli 30 7 0 13 Apr 2023
VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views Jan Held A. Cioppa Silvio Giancola Abdullah Hamdi Guohao Li Marc Van Droogenbroeck 27 29 0 10 Apr 2023
DIR-AS: Decoupling Individual Identification and Temporal Reasoning for Action Segmentation Peiyao Wang Haibin Ling 15 2 0 04 Apr 2023
From Isolated Islands to Pangea: Unifying Semantic Space for Human Action Understanding Yong-Lu Li Xiaoqian Wu Xinpeng Liu Zehao Wang Yiming Dou ... Junyi Zhang Yixing Li Jingru Tan Xudong Lu Cewu Lu 27 17 0 02 Apr 2023
A Video-based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young Infants Shaotong Zhu Michael Wan Elaheh Hatamimajoumerd Kashish Jain Samuel Zlota ... Matthew Goodwin Marie J. Hayes R. Schwartz-Mette Emily B. Zimmerman Sarah Ostadabbas 8 6 0 29 Mar 2023
CycleACR: Cycle Modeling of Actor-Context Relations for Video Action Detection Lei Chen Zhan Tong Yibing Song Gangshan Wu Limin Wang 25 3 0 28 Mar 2023
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling Ryo Hachiuma Fumiaki Sato Taiki Sekii 3DPC 29 37 0 27 Mar 2023
Synthetic-to-Real Domain Adaptation for Action Recognition: A Dataset and Baseline Performances Arun V. Reddy Ketul Shah William Paul Rohita Mocharla Judy Hoffman Kapil D. Katyal Dinesh Manocha Celso M. de Melo Ramalingam Chellappa 26 17 0 17 Mar 2023
Generation-Guided Multi-Level Unified Network for Video Grounding Xingyi Cheng Xiangyu Wu Dong Shen Hezheng Lin Fan Yang 21 0 0 14 Mar 2023
Texture-Based Input Feature Selection for Action Recognition Yalong Jiang 24 0 0 28 Feb 2023
Video Action Recognition Collaborative Learning with Dynamics via PSO-ConvNet Transformer N. H. Phong B. Ribeiro 29 15 0 17 Feb 2023
$Optical Flow Estimation in 360$^\circ$ Videos: Dataset, Model and Application$ Optical Flow Estimation in 360 $^\circ$ Videos: Dataset, Model and Application Bin Duan Keshav Bhandari Gaowen Liu Yan Yan 24 0 0 27 Jan 2023
HierVL: Learning Hierarchical Video-Language Embeddings Kumar Ashutosh Rohit Girdhar Lorenzo Torresani Kristen Grauman VLM AI4TS 28 53 0 05 Jan 2023
Transformers in Action Recognition: A Review on Temporal Modeling Elham Shabaninia Hossein Nezamabadi-pour Fatemeh Shafizadegan ViT 29 8 0 29 Dec 2022
From Single-Visit to Multi-Visit Image-Based Models: Single-Visit Models are Enough to Predict Obstructive Hydronephrosis Stanley Bryan Z. Hua M. Rickard J. Weaver Alice X. Xiang Daniel Alvarez ... K. Sheth Gregory E. Tasian A. Lorenzo Anna Goldenberg L. Erdman 16 0 0 27 Dec 2022
Deep set conditioned latent representations for action recognition Akash Singh Tom De Schepper Kevin Mets P. Hellinckx José Oramas Steven Latré BDL 21 2 0 21 Dec 2022
A Survey on Human Action Recognition Zhou Shuchang 29 0 0 20 Dec 2022
Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning Rui Wang Dongdong Chen Zuxuan Wu Yinpeng Chen Xiyang Dai Mengchen Liu Lu Yuan Yu-Gang Jiang VGen 32 87 0 08 Dec 2022
From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks Mateus Roder Jurandy Almeida Gustavo de Rosa L. A. Passos André Luis Debiaso Rossi João Paulo Papa 29 2 0 30 Nov 2022
Dynamic Appearance: A Video Representation for Action Recognition with Joint Training Guoxi Huang A. Bors 27 1 0 23 Nov 2022
A Unified Multimodal De- and Re-coupling Framework for RGB-D Motion Recognition Benjia Zhou Pichao Wang Jun Wan Yan-Ni Liang Fan Wang 37 17 0 16 Nov 2022
Dynamic Temporal Filtering in Video Models Fuchen Long Zhaofan Qiu Yingwei Pan Ting Yao Chong-Wah Ngo Tao Mei AI4TS 32 17 0 15 Nov 2022
Deep Unsupervised Key Frame Extraction for Efficient Video Classification Hao Tang L. Ding Songsong Wu Bin Ren N. Sebe Paolo Rota 22 27 0 12 Nov 2022
Dynamic loss balancing and sequential enhancement for road-safety assessment and traffic scene classification Marin Kavcan Marko Sevrovic Sinivsa vSegvić 29 1 0 08 Nov 2022
TAMFormer: Multi-Modal Transformer with Learned Attention Mask for Early Intent Prediction Nada Osman Guglielmo Camporese Lamberto Ballan 31 8 0 26 Oct 2022
Real-time Action Recognition for Fine-Grained Actions and The Hand Wash Dataset Akash Nagaraj Mukund Sood Chetna Sureka Gowri Srinivasa 17 0 0 13 Oct 2022
Bounded Future MS-TCN++ for surgical gesture recognition Adam Goldbraikh Netanell Avisdris Carla M. Pugh S. Laufer 29 6 0 29 Sep 2022
AdaFocusV3: On Unified Spatial-temporal Dynamic Video Recognition Yulin Wang Yang Yue Xin-Wen Xu Ali Hassani V. Kulikov Nikita Orlov S. Song Humphrey Shi Gao Huang 32 17 0 27 Sep 2022
FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification P. Jin Lichao Mou Yuansheng Hua Gui-Song Xia Xiao Xiang Zhu AI4TS 26 8 0 22 Sep 2022
An Overview of Violence Detection Techniques: Current Challenges and Future Directions N. Mumtaz N. Ejaz Shabana Habib Syed Muhammad Mohsin Prayag Tiwari Shahab S. Band Neeraj Kumar 42 28 0 21 Sep 2022
Modeling cognitive load as a self-supervised brain rate with electroencephalography and deep learning Luca Longo 32 16 0 21 Sep 2022
On the Surprising Effectiveness of Transformers in Low-Labeled Video Recognition Farrukh Rahman Ömer Mubarek Z. Kira ViT 18 2 0 15 Sep 2022
Hierarchical Compositional Representations for Few-shot Action Recognition Chang-bo Li Jie Zhang Shuzhe Wu Xin Jin Shiguang Shan 30 20 0 19 Aug 2022
Consistency-based Self-supervised Learning for Temporal Anomaly Localization Aniello Panariello Angelo Porrello Simone Calderara Rita Cucchiara AI4TS 21 15 0 10 Aug 2022
Human Activity Recognition Using Cascaded Dual Attention CNN and Bi-Directional GRU Framework Hayat Ullah Arslan Munir HAI 27 27 0 09 Aug 2022
Video-based Human Action Recognition using Deep Learning: A Review Hieu H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 35 34 0 07 Aug 2022
Two-Stream Transformer Architecture for Long Video Understanding Edward Fish Jon Weinbren Andrew Gilbert ViT 33 6 0 02 Aug 2022
Can Shuffling Video Benefit Temporal Bias Problem: A Novel Training Framework for Temporal Grounding Jiachang Hao Haifeng Sun Pengfei Ren Jingyu Wang Q. Qi J. Liao 31 26 0 29 Jul 2022
Bodily Behaviors in Social Interaction: Novel Annotations and State-of-the-Art Evaluation Michal Balazia Philippe Muller Ákos Levente Tánczos A. V. Liechtenstein Franccois Brémond 17 22 0 26 Jul 2022
P2ANet: A Dataset and Benchmark for Dense Action Detection from Table Tennis Match Broadcasting Videos Jiang Bian Xuhong Li Tao Wang Qingzhong Wang Jun Huang Chen Liu Jun Zhao Feixiang Lu Dejing Dou Haoyi Xiong 26 10 0 26 Jul 2022
Sequence Models for Drone vs Bird Classification Fatih Çagatay Akyön Erdem Akagündüz S. Altinuc A. Temi̇zel 21 1 0 21 Jul 2022
Video-based Smoky Vehicle Detection with A Coarse-to-Fine Framework Xiaojiang Peng Xiaomao Fan Q. Wu Jieyan Zhao Pan Gao 14 1 0 08 Jul 2022
GraphVid: It Only Takes a Few Nodes to Understand a Video Eitan Kosman Dotan Di Castro GNN 38 5 0 04 Jul 2022
Review on Social Behavior Analysis of Laboratory Animals: From Methodologies to Applications Ziping Jiang Paul L. Chazot Richard Jiang 28 1 0 25 Jun 2022
Bi-Calibration Networks for Weakly-Supervised Video Representation Learning Fuchen Long Ting Yao Zhaofan Qiu Xinmei Tian Jiebo Luo Tao Mei 43 6 0 21 Jun 2022
Piecewise Linear Neural Networks and Deep Learning Qinghua Tao Li Li Xiaolin Huang Xiangming Xi Shuning Wang Johan A. K. Suykens 31 28 0 18 Jun 2022
Stand-Alone Inter-Frame Attention in Video Models Fuchen Long Zhaofan Qiu Yingwei Pan Ting Yao Jiebo Luo Tao Mei ViT 33 46 0 14 Jun 2022
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications Fei Wu Qingzhong Wang Jian Bian Haoyi Xiong Ning Ding Feixiang Lu Junqing Cheng Dejing Dou AI4TS 28 52 0 02 Jun 2022
PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences Hehe Fan Xin Yu Yuhang Ding Yi Yang Mohan Kankanhalli 3DPC 131 111 0 27 May 2022