Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  propose an adaptive model for backgrounds containing significant stochastic motion (e.g. water). The new model is based on a generalization of the Stauffer–Grimson background model, where each mixture component is modeled as a dynamic texture.  derive an online K-means algorithm for updating the parameters using a set of sufficient statistics of the model. Finally,  report on experimental results, which show that the proposed background model both quantitatively and qualitatively outperforms state-of-the-art methods in scenes containing significant background motions.
['Antoni B. Chan', 'Vijay Mahadevan', 'Nuno Vasconcelos']
I am writing a research paper on a idea Generalized Stauffer–Grimson background subtraction for dynamic scenes
[{"from": "human", "value": "I am writing a research paper on a idea Generalized Stauffer\u2013Grimson background subtraction for dynamic scenes"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  propose an adaptive model for backgrounds containing significant stochastic motion (e.g. water). The new model is based on a generalization of the Stauffer\u2013Grimson background model, where each mixture component is modeled as a dynamic texture.  derive an online K-means algorithm for updating the parameters using a set of sufficient statistics of the model. Finally,  report on experimental results, which show that the proposed background model both quantitatively and qualitatively outperforms state-of-the-art methods in scenes containing significant background motions."}]