视频大模型

Student Dangerous Behavior Detection in School

Huayi Zhou, Fei Jiang, Hongtao Lu

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

Comments 5 pages, 3 figures

Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding

Xun Long Ng, Kian Eng Ong, Qichen Zheng, Yun Ni, Si Yong Yeo, Jun Liu

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

Comments Accepted by CVPR2022 (Oral). Dataset: https://sutdcv.github.io/Animal-Kingdom

2D versus 3D Convolutional Spiking Neural Networks Trained with Unsupervised STDP for Human Action Recognition

Mireille El-Assal, Pierre Tirilly, Ioan Marius Bilasco

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

Comments arXiv admin note: text overlap with arXiv:2105.14740 by other authors

TubeR: Tubelet Transformer for Video Action Detection

Jiaojiao Zhao, Yanyi Zhang, Xinyu Li, Hao Chen, Shuai Bing, Mingze Xu, Chunhui Liu, Kaustav Kundu, Yuanjun Xiong, Davide Modolo, Ivan Marsic, Cees G. M. Snoek, Joseph Tighe

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

Comments Accepted at CVPR 2022 (Oral)

Non-linear Motion Estimation for Video Frame Interpolation using Space-time Convolutions

Saikat Dutta, Arulkumar Subramaniam, Anurag Mittal

专题命中 动作与事件理解 ：video generation(abstract)；分类 cs.CV

Comments Accepted at CLIC workshop, CVPR 2022. Code: https://github.com/saikatdutta/NME-VFI

An Empirical Study of End-to-End Temporal Action Detection

Xiaolong Liu, Song Bai, Xiang Bai

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments Accepted by CVPR 2022. 13 pages, including supplementary

TransRAC: Encoding Multi-scale Temporal Correlation with Transformers for Repetitive Action Counting

Huazhang Hu, Sixun Dong, Yiqun Zhao, Dongze Lian, Zhengxin Li, Shenghua Gao

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

Comments (Revised) CVPR 2022 Oral. RepCount dataset: https://svip-lab.github.io/dataset/RepCount_dataset.html , Code: https://github.com/SvipRepetitionCounting/TransRAC

Progressive Attention on Multi-Level Dense Difference Maps for Generic Event Boundary Detection

Jiaqi Tang, Zhaoyang Liu, Chen Qian, Wayne Wu, Limin Wang

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments CVPR 2022 camera-ready version

Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos

Muheng Li, Lei Chen, Yueqi Duan, Zhilan Hu, Jianjiang Feng, Jie Zhou, Jiwen Lu

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

Comments Accepted to CVPR 2022

Visual Abductive Reasoning

Chen Liang, Wenguan Wang, Tianfei Zhou, Yi Yang

专题命中 动作与事件理解 ：video-language(abstract)；分类 cs.CV

Comments CVPR2022; Code, data: https://github.com/leonnnop/VAR

Accelerating temporal action proposal generation via high performance computing

Tian Wang, Shiye Lei, Youyou Jiang, Choi Chang, Hichem Snoussi, Guangcun Shan

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

Comments 11 pages, 12 figures

Journal ref Frontiers of Computer Science volume 16, Article number: 164317 (2022)

Learning Optical Flow with Adaptive Graph Reasoning

Ao Luo, Fan Yang, Kunming Luo, Xin Li, Haoqiang Fan, Shuaicheng Liu

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments To appear in AAAI-22

Long Short-Term Transformer for Online Action Detection

Mingze Xu, Yuanjun Xiong, Hao Chen, Xinyu Li, Wei Xia, Zhuowen Tu, Stefano Soatto

专题命中 动作与事件理解 ：long video(abstract)；分类 cs.CV

Comments NeurIPS 2021 Spotlight

UBoCo : Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection

Hyolim Kang, Jinwoo Kim, Taehyun Kim, Seon Joo Kim

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Learning Self-Similarity in Space and Time as Generalized Motion for Video Action Recognition

Heeseung Kwon, Manjin Kim, Suha Kwak, Minsu Cho

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments Accepted to ICCV 2021

Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization

Mengmeng Xu, Juan-Manuel Perez-Rua, Xiatian Zhu, Bernard Ghanem, Brais Martinez

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments To appear at NeurIPS 2021. 15 pages, 1 figure

Video Autoencoder: self-supervised disentanglement of static 3D structure and motion

Zihang Lai, Sifei Liu, Alexei A. Efros, Xiaolong Wang

专题命中 动作与事件理解 ：video generation(abstract)；分类 cs.CV

Comments Accepted to ICCV 2021. Project page: https://zlai0.github.io/VideoAutoencoder

Video Action Understanding

Matthew Hutchinson, Vijay Gadepally

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments Accepted for publication in IEEE Access

Journal ref IEEE Access, Vol. 9, 2021

Towards High-Quality Temporal Action Detection with Sparse Proposals

Jiannan Wu, Peize Sun, Shoufa Chen, Jiewen Yang, Zihao Qi, Lan Ma, Ping Luo

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments 10 pages, 5 figures

LIGAR: Lightweight General-purpose Action Recognition

Evgeny Izutov

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Identity-aware Graph Memory Network for Action Detection

Jingcheng Ni, Jie Qin, Di Huang

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments Accepted by ACM MM2021

Relaxed Transformer Decoders for Direct Action Proposal Generation

Jing Tan, Jiaqi Tang, Limin Wang, Gangshan Wu

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments ICCV 2021 camera ready version

Foreground-Action Consistency Network for Weakly Supervised Temporal Action Localization

Linjiang Huang, Liang Wang, Hongsheng Li

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments Accepted by ICCV 2021. Code is available at https://github.com/LeonHLJ/FAC-Net

Learning an Augmented RGB Representation with Cross-Modal Knowledge Distillation for Action Detection

Rui Dai, Srijan Das, Francois Bremond

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

A Study On the Effects of Pre-processing On Spatio-temporal Action Recognition Using Spiking Neural Networks Trained with STDP

El-Assal Mireille, Tirilly Pierre, Bilasco Ioan Marius

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Spatio-Temporal Context for Action Detection

Manuel Sarmiento Calderó, David Varas, Elisenda Bou-Balust

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments Computer Vision and Pattern Recognition Workshop

Discerning Generic Event Boundaries in Long-Form Wild Videos

Ayush K Rai, Tarun Krishna, Julia Dietlmeier, Kevin McGuinness, Alan F Smeaton, Noel E O'Connor

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments Technical Report for Generic Event Boundary Challenge - LOVEU Challenge (CVPR 2021)

Compositional Video Synthesis with Action Graphs

Amir Bar, Roei Herzig, Xiaolong Wang, Anna Rohrbach, Gal Chechik, Trevor Darrell, Amir Globerson

专题命中 动作与事件理解 ：video generation(abstract)；分类 cs.CV

Comments ICML 2021 Camera Ready

Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of their Representations for Action Spotting

Anthony Cioppa, Adrien Deliège, Floriane Magera, Silvio Giancola, Olivier Barnich, Bernard Ghanem, Marc Van Droogenbroeck

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments Paper accepted at the CVsports workshop at CVPR2021

Temporally smooth online action detection using cycle-consistent future anticipation

Young Hwi Kim, Seonghyeon Nam, Seon Joo Kim

专题命中 动作与事件理解 ：video understanding(abstract)；分类 cs.CV

Comments Accepted by Pattern Recognition

Journal ref Pattern Recognition, Volume 116, August 2021, 107954