Modulating Shape Features by Color Attention for Object Recognition

摘要

Bag-of-words based image representation is a successful approach for object recognition. Generally, the subsequent stages of the process: feature detection, feature description, vocabulary construction and image representation are performed independent of the intentioned object classes to be detected. In such a framework, it was found that the combination of different image cues, such as shape and color, often obtains below expected results.