Video Summarization: Survey on Event Detection and Summarization in Soccer Videos
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2015, Vol 6, Issue 11
Abstract
In today's world, the rapid development of digital video and editing technology has led to fast growing of video data, creating the need for effective and advanced techniques for analysis and video retrieval, as multimedia repositories have made browsing, delivery of contents (video) and video retrieval very slow. Hence, video summarization proposes various ways for faster browsing among a large amount of data and also for content indexing. Many people spend their free time to watch or play different sports like soccer, cricket, etc. but it is not possible to watch each and every game due to the longer timing of the game. In such cases, the users may just want to view the summary of the video that is just an abstract of the original video, instead of watching the whole video that provides more information about the occurrence of various incidents in the video. It is preferable to watch just highlights of the game or just review/trailer of a movie. Apparently, summarizing a video is an important process. In this paper, video summarization approaches are discussed, that can generate static or dynamic summaries. We present different techniques for each mode in literature. We have discussed some features used for generating video summaries. As soccer is the world’s most famous game played and watched, it is taken as a case study. Research done in this domain is discussed. We conclude that there is a broad perspective for further research in this field.
Authors and Affiliations
Yasmin Khan, Soudamini Pawar
Keywords
Related Articles
- EP ID EP112000
- DOI 10.14569/IJACSA.2015.061133
- Views 100
- Downloads 0
Towards an Architecture for Handling Big Data in Oil and Gas Industries: Service-Oriented Approach
Existing architectures to handle big data in Oil & gas industry are based on industry-specific platforms and hence limited to specific tools and technologies. With these architectures, we are confined to big data single-...
A Survey on the Cryptographic Encryption Algorithms
Security is the major concern when the sensitive information is stored and transferred across the internet where the information is no longer protected by physical boundaries. Cryptography is an essential, effective and...
Exploiting Temporal Information in Documents and Query to Improve the Information Retrieval Process: Application to Medical Articles
In the medical field, scientific articles represent a very important source of knowledge for researchers of this domain. But due to the large volume of scientific articles published on the web, an efficient detection and...
Information Communication Technology Adoption in Higher Education Sector of Botswana: a Case of Botho University
Opportunities, benefits and achievements are emerging factors for institutions, lecturers, and learners from the increasing availability of Information Communication Technologies (ICT). These factors are relevant especia...
Coverage-Aware Protocols in Wireless Sensor Networks: A Review
Coverage plays a vital role in wireless sensor networks (WSNs), since it is used as one of the important measure to achieve the performance of the sensor network. The sensor nodes in WSN have limited power and energy res...