Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Background modeling is an essential and important part of many high-level video processing applications. Recently, the Support Vector Data Description (SVDD) has been introduced for novelty detection when only one class of data is available, i.e. background pixels.  proposes a method to efficiently train an SVDD and compares the performance of this training algorithm with the traditional SVDD training techniques.  compare the performance of our method with traditional SVDD and other classification algorithms on various data sets including real video sequences.
['Alireza Tavakkoli', 'Mircea Nicolescu', 'George Bebis']
I am writing a research paper on a idea Efficient background modeling through incremental Support Vector Data Description
[{"from": "human", "value": "I am writing a research paper on a idea Efficient background modeling through incremental Support Vector Data Description"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Background modeling is an essential and important part of many high-level video processing applications. Recently, the Support Vector Data Description (SVDD) has been introduced for novelty detection when only one class of data is available, i.e. background pixels.  proposes a method to efficiently train an SVDD and compares the performance of this training algorithm with the traditional SVDD training techniques.  compare the performance of our method with traditional SVDD and other classification algorithms on various data sets including real video sequences."}]