International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064




Downloads: 111

Survey Paper | Computer Science & Engineering | India | Volume 3 Issue 10, October 2014


A Survey on Event Recognition and Summarization in Football Videos

Dhanuja S Patil, Waykar S.B


Abstract: There are large number of sports videos are available over the World Wide Web (www). But using these complete videos to get information is a hectic and time consuming job. So, the need of extraction on events from the videos aroused. Semantic analysis of videos and automatic event extraction plays a vital role in several applications; using content-based search engines, video indexing, and video summarization. As a powerful tool for learning complex patterns is the Bayesian network, this paper proposes a novel Bayesian network (BN) based method automatic event recognition and summarization in Football videos. This method includes efficient shot boundary detection algorithms, shot view classification, and the related Bayesian network construction. There are three main stages: The shot boundaries are detected in first stage. Using some model, the video is segmented into the play-break sequences, large but meaningful semantic units. Within the next stage, theses play-break sequences are used to extract several key events. Lastly, in the final stage, the Bayesian network is used to get the high level semantic events. Constructing the Bayesian network is the basic part of the method. By applying family of Copula, the joint distributions of arbitrary variables of the network are modeled. Some of events that can be recognized by this method in Football videos are goal, card, corner, shots on goal, foul, offside, missed shots and non highlights. The users are more likely to be interested in these events and not in complete and large videos.


Keywords: Bayesian network, shot boundary detection, play-break sequence, Copula distribution, Video indexing


Edition: Volume 3 Issue 10, October 2014,


Pages: 2365 - 2367


How to Cite this Article?

Dhanuja S Patil, Waykar S.B, "A Survey on Event Recognition and Summarization in Football Videos", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=OCT14705, Volume 3 Issue 10, October 2014, 2365 - 2367

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'Bayesian network'

Downloads: 40

Research Paper, Computer Science & Engineering, China, Volume 9 Issue 4, April 2020

Pages: 1544 - 1554

Recent Developments on Probabilistic Graphical Model Applied in Data Analysis

Kan'Sam Nadjak, Guisheng Yin

Share this Article

Downloads: 111

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 751 - 754

A Survey on Duplicate Detection in Hierarchical Data

Nikhil Gawande, S. R. Todamal

Share this Article

Similar Articles with Keyword 'shot boundary detection'

Downloads: 107

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 8, August 2014

Pages: 737 - 740

Performance Analysis of Content Based Video Retrieval System Using Clustering

Poonam O. Raut, Nita S. Patil

Share this Article

Downloads: 109

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 8, August 2014

Pages: 829 - 833

Comparison of Video Shot Detection and Video Summarization Techniques

Vijay Kumar D, Santhosh Kumar K.L, Jharna Majumdar

Share this Article

Similar Articles with Keyword 'Video indexing'

Downloads: 107

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015

Pages: 1434 - 1436

Method for Repossession of Content Based Video using Speech and Text Information

Manasi A. Kabade, U.A. Jogalekar

Share this Article

Downloads: 108

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1152 - 1154

A Survey on Content based Video Retrieval Using Speech and Text information

Laxmikant S. Kate, M. M. Waghmare

Share this Article

Similar Articles with Keyword 'Bayesian'

Downloads: 40

Research Paper, Computer Science & Engineering, China, Volume 9 Issue 4, April 2020

Pages: 1544 - 1554

Recent Developments on Probabilistic Graphical Model Applied in Data Analysis

Kan'Sam Nadjak, Guisheng Yin

Share this Article

Downloads: 98

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 528 - 532

Knowledge Fusion Technique Using Classifier Ensemble by Combining the Sets of Classification Rules

Jaydeep B. Patil, Vaishali Nandedkar

Share this Article

Similar Articles with Keyword 'network'

Downloads: 105

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1751 - 1754

Joining Delay; Packet Delivery and Limitations of EGMP

G. Anandhi, Dr. S. K. Srivatsa

Share this Article

Downloads: 87

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1626 - 1628

Image Noise Reduction with Autoencoder using Tensor Flow

Jai Sehgal, Dr Yojna Arora

Share this Article

Similar Articles with Keyword 'shot'

Downloads: 48

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 3, March 2021

Pages: 376 - 379

Glaucoma Detection Using Support Vector Machine Algorithm

Aukif Yousuf Wani, Preeti Sondhi

Share this Article

Downloads: 106

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 9, September 2015

Pages: 1502 - 1506

An Effective Technique for Matching Facial Composite to Mugshots using Face Sketch System

Vinayak P P, Nahala M A

Share this Article

Similar Articles with Keyword 'boundary'

Downloads: 100

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 9, September 2015

Pages: 1624 - 1627

Video Segmentation Using Global Motion Estimation and Compensation

Pallavi R. Wagh, Shubhangi Vaikole

Share this Article

Downloads: 102 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 956 - 959

Fuzzy Expert System for Migraine Analysis and Diagnosis

Vishal Chandra

Share this Article

Similar Articles with Keyword 'detection'

Downloads: 134

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 2246 - 2249

Packet Analysis with Network Intrusion Detection System

Rashmi Hebbar, Mohan K

Share this Article

Downloads: 0

Student Project, Computer Science & Engineering, India, Volume 11 Issue 1, January 2022

Pages: 455 - 459

Real World IoT Applications in Daily Domain

Eega Vivek Reddy, J Bala Krishna, Huzaifa Saad

Share this Article

Similar Articles with Keyword 'sequence'

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1884 - 1886

Performance Analysis of Clustal W Algorithm on Linux Cluster

Swati Jasrotia, Salam Din

Share this Article

Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 12, December 2021

Pages: 1257 - 1264

Digital Image Watermarking Technique Using Discrete Wavelet Transform and Discrete Cosine Transform

Bhupendra Ram

Share this Article

Similar Articles with Keyword 'distribution'

Downloads: 8

Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1567 - 1572

A Survey on the Applications of Generative Adversarial Networks

Ashish Roy, Dr. B. G. Prasad

Share this Article

Downloads: 99

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 2253 - 2256

Survey on Hubness - Based Clustering Algorithms

Nikita Dhamal, Antara Bhatttacharya

Share this Article

Similar Articles with Keyword 'Video'

Downloads: 7

Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021

Pages: 113 - 116

Semantic Segmentation using Deep Learning Approaches - A Study

Salim Ahmed Ali, Dr. B. G. Prasad

Share this Article

Downloads: 38

Research Paper, Computer Science & Engineering, Sri Lanka, Volume 10 Issue 4, April 2021

Pages: 139 - 144

Analysis onto the Evolving Cyber-Attack Trends during COVID-19 Pandemic

Senthuran Nallainathan

Share this Article

Similar Articles with Keyword 'indexing'

Downloads: 98

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 1910 - 1915

An Efficient Hash Count Indexing and Searching Scheme for Audio Fingerprinting

Simarjeet Singh Bhatia, Rupali Bhartiya

Share this Article

Downloads: 103

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 3, March 2016

Pages: 1687 - 1690

An Algorithm of Word Indexing Model for Document Summarization based on Perspective of Document

Meha Shah, Chetna Chand

Share this Article
Top