A Hybrid Framework for Event Detection Using Multi-modal Features

被引：0

作者：

Hassan, Ehtesham ^{[1
]}

Chaudhury, Santanu ^{[1
]}

Gopal, M. ^{[1
]}

Garg, Vikram ^{[1
]}

机构：

[1] IIT Delhi, Dept Elect Engg, Delhi, India

来源：

2011 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCV WORKSHOPS) | 2011年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The paper presents a novel approach for event detection in sports videos by topic based graphical model learning. The characteristics features defining various sport events are extracted by contextual grouping of low-level video and audio features using topic modeling. Event detection is performed by learning the structure of context based distribution of characteristic features by CRF based graphical model. Experimental evaluation of the proposed concept is presented on recorded video of Handball and Soccer game.

引用

页数：6

共 50 条

[1] Face Detection using Multi-modal Features
Lee, Hyobin
Kim, Seongwan
Kim, Sooyeon
Lee, Sangyoun
[J]. 2008 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS, VOLS 1-4, 2008, : 1857 - 1860
[2] Multi-modal traffic event detection using shapelets
Ahmed AlDhanhani
Ernesto Damiani
Rabeb Mizouni
Di Wang
Ahmad Al-Rubaie
[J]. Neural Computing and Applications, 2023, 35 : 1395 - 1408
[3] Multi-modal traffic event detection using shapelets
AlDhanhani, Ahmed
Damiani, Ernesto
Mizouni, Rabeb
Wang, Di
Al-Rubaie, Ahmad
[J]. NEURAL COMPUTING & APPLICATIONS, 2023, 35 (02): : 1395 - 1408
[4] A survey on multi-modal social event detection
Zhou, Han
Yin, Hongpeng
Zheng, Hengyi
Li, Yanxia
[J]. KNOWLEDGE-BASED SYSTEMS, 2020, 195
[5] Human head detection using multi-modal object features
Luo, Y
Murphey, YL
Khairallah, F
[J]. PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2003, VOLS 1-4, 2003, : 2134 - 2139
[6] CoughBuddy: Multi-Modal Cough Event Detection Using Earbuds Platform
Nemati, Ebrahim
Zhang, Shibo
Ahmed, Tousif
Rahman, Md. Mahbubur
Kuang, Jilong
Gao, Alex
[J]. 2021 IEEE 17TH INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN), 2021,
[7] Multi-modal news event detection with external knowledge
Lin, Zehang
Xie, Jiayuan
Li, Qing
[J]. INFORMATION PROCESSING & MANAGEMENT, 2024, 61 (03)
[8] Multi-modal Neural Network for Traffic Event Detection
Chen, Qi
Wang, Wei
[J]. 2019 IEEE 2ND INTERNATIONAL CONFERENCE ON ELECTRONICS AND COMMUNICATION ENGINEERING (ICECE 2019), 2019, : 26 - 30
[9] Automatic Group Cohesiveness Detection With Multi-modal Features
Zhu, Bin
Guo, Xin
Barner, Kenneth E.
Boncelet, Charles
[J]. ICMI'19: PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, 2019, : 577 - 581
[10] MMFusion: A Generalized Multi-Modal Fusion Detection Framework
Cui, Leichao
Li, Xiuxian
Meng, Min
Mo, Xiaoyu
[J]. 2023 IEEE INTERNATIONAL CONFERENCE ON DEVELOPMENT AND LEARNING, ICDL, 2023, : 415 - 422

← 1 2 3 4 5 →