Efficient visual tracking via low-complexity sparse representation

作者：Lu, Weizhi^*; Zhang, Jinglin; Kpalma, Kidiyo; Ronsin, Joseph

来源：EURASIP Journal on Advances in Signal Processing, 2015, 2015(1): 1-14.

DOI：10.1186/s13634-015-0200-7

• Object tracking
• Sparse representation
• Low complexity

Thanks to its good performance on object recognition, sparse representation has recently been widely studied in the area of visual object tracking. Up to now, little attention has been paid to the complexity of sparse representation, while most works are focused on the performance improvement. By reducing the computation load related to sparse representation hundreds of times, this paper proposes by far the most computationally efficient tracking approach based on sparse representation. The proposal simply consists of two stages of sparse representation, one is for object detection and the other for object validation. Experimentally, it achieves better performance than some state-of-the-art methods in both accuracy and speed.

• 出版日期2015-3-10
• 单位南京信息工程大学