Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Visual object tracking plays an essential role in vision based applications. Most of the previous research has limitations due to the non-discriminated features used or the focus on simple template match- ing without the consideration of appearance variations. To address these challenges, this paper proposes a new approach for robust visual object tracking via sparse representation and reconstruction, where two main contributions are devoted in terms of object representation and location respectively. And the sparse representation and reconstruction (SR 2 )a re integrated into a Kalman filter framework to form a robust object tracker named as SR 2 KF tracker. The extensive experiments show that the pro- posed tracker is able to tolerate the appearance variations, background clutter and image deterioration, and outperforms the existing work.
['Zhenjun Han', 'Qixiang Ye', 'Jianbin Jiao']
I am writing a research paper on a idea Robust Visual Object Tracking via Sparse Representation and Reconstruction
[{"from": "human", "value": "I am writing a research paper on a idea Robust Visual Object Tracking via Sparse Representation and Reconstruction"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Visual object tracking plays an essential role in vision based applications. Most of the previous research has limitations due to the non-discriminated features used or the focus on simple template match- ing without the consideration of appearance variations. To address these challenges, this paper proposes a new approach for robust visual object tracking via sparse representation and reconstruction, where two main contributions are devoted in terms of object representation and location respectively. And the sparse representation and reconstruction (SR 2 )a re integrated into a Kalman filter framework to form a robust object tracker named as SR 2 KF tracker. The extensive experiments show that the pro- posed tracker is able to tolerate the appearance variations, background clutter and image deterioration, and outperforms the existing work."}]