A Region-based Approach using LVQ for Semi-automatic Video Object Extraction Technique

Abstract –

This paper presents a semi-automatic algorithm for video object extraction, which a semantic object of interest is defined in advance in a key frame provided by human. For ordinary video frames, the specified video object is tracked and segmented automatically based on region-based approach using Learning Vector Quantization (LVQ). Experimental evaluation using MPEG standard test video sequences demonstrates that the proposed technique is able to extract the video object with low error. This paper also compares performance between region-based approach and window-based approach for our video object extraction technique. Experiments show the advantage of using former approach in terms of computation time, while high quality of video object extraction is preserved

fullpaper A Region-based Approach using LVQ for Semi-automatic Video Object Extraction Technique.

Advertisements
Posted in Penelitian, Publications, Research

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s

%d bloggers like this: