A Survey of an Adaptive Weighted Spatio-Temporal Pyramid Matching For Video Retrieval
Journal Title: INTERNATIONAL JOURNAL OF COMPUTER TRENDS & TECHNOLOGY - Year 2013, Vol 6, Issue 3
Abstract
Recently, in the field of video analysis and retrieval Human action recognition in video is an important research and challenging topic. An efficient video retrieval is needed to search most similar and relevant video contents of a large set of video clips. Many methods have been used for the efficient retrieval of videos. In this Adaptive weighted pyramid matching kernel (AWPM) has been used for efficiently retrieving videos by recognizing human actions in realistic videos. This can be done based on a multi channel bag of words which is constructed from local spatial-temporal features of video clips. AWPM is the extension of spatial-temporal pyramid matching (STPM) kernel leverages in spatio-temporal granularity level and in multiple feature descriptor types to build a suitable similarity metric between two video clips. STPM uses predefined and fixed weights and hence the proposed matching algorithm estimates adopts channel of weights based on the Kernel target alignment of training data. The following work is analysis over the content based video retrieval in large database through various mechanisms available in the literature.
Authors and Affiliations
Priya Iype
Keywords
Related Articles
- EP ID EP126031
- DOI -
- Views 108
- Downloads 0
Change Management for Human in Enterprise Resource Planning System
In recent years, there are more enterprises that use Enterprise Resource Planning (ERP) to gain significant advantages through allowing for An organization to control its business processes and gaining benefits of enhan...
Survey on End-To-End Confidentiality in Wireless Sensor Networks
A wireless sensor network (WSN) is a collection of a large number of sensor nodes and few sink nodes that have limited Computation, communication and power resources. Data aggregation is used to reduce amount of data tra...
An Approach for Load Balancing Among Multi-Agents to Protect Cloud Against DDos Attack
Cloud Computing is widely used technology in present era. Cloud Computing is mainly used for on demand services over the distributed servers. So it is necessary to manage the working load of participating servers for uni...
Tight Bounds on SINR with ZFBF and Feedback
The concept of Multiple Input Multiple Output (MIMO) is an advanced one in the field of wireless communications. The main objective behind the MIMO is providing high data rates to multiple users at a time. MIMO also aims...
Private Grid Environment for Personal Users
The overall aim of this paper is to introduce the Private grid environment (PvGrid) as a ubiquitous grid environment that is not only owned and utilized by personal users but also deployed over their own devices. In this...