关键词: 目标跟踪, 颜色特征, 纹理特征, 自适应融合, 抗遮挡

Abstract: Complex background, especially when the object is similar to the background in color or the target gets blocked, can easily lead to tracking failure. Therefore, a particle filter integrating color feature and texture feature was proposed. An object tracking algorithm based on adaptive multiple cues fusion was proposed too. When occlusion occurred, the fusion rules would be switched in time. Mean-shift algorithm was applied to each particle to overcome degeneracy. The experimental results show that this algorithm is robust to occlusion and is able to track object under complex background.

Key words: object tracking, color feature, texture feature, adaptive fusion, anti-occlusion