Facial Features Extraction based on Active Shape Model

Qihui Wang, Lijun Xie, Bo Zhu, Tingjun Yang, Yao Zheng
2013 Journal of Multimedia  
Active shape model (ASM) is an image searching method based on statistical model, which is widely used to extract features. The classical ASM model includes the shape model and the local profile model. The main merit of ASM model is using statistics to contribute model of specific target image, by introducing prior knowledge on awaiting extraction target object, limiting the searching result in the variable range. These characteristics make it suitable for any similar object's feature.
more » ... tal results show that the algorithm can extract facial features rapidly and have higher accuracy. Index Terms-Active Shape Model; Locate Object's Feature; Shape Model; Local Profile Model; Prior Knowledge I.
doi:10.4304/jmm.8.6.747-754 fatcat:gjkn4j2b25eujb26ugqaryqtvm