@inproceedings{c46ca2b0168248ed83224f6e8f8e58c3,
title = "Multi-class object recognition and segmentation based on multi-feature fusion modeling",
abstract = "The paper presents a new theme and region based CRF model to realize the combination of multiple image texture, shape, context and location features. The model parameters are learned by Joint-boosting algorithm. The over-segmentation algorithm is used to divide the image into finite continuous regions. The constraint relationship between image theme, region and pixel is considered while modeling feature potentials and optimizing parameter's selection to improve the accuracy of multi-class object recognition and segmentation. The experimental results on MRSC-21 database show that the accuracy of the algorithms proposed in this paper outperforms that of the other existing algorithms. Especially by concerning regions and theme factors, our model obtains improved accuracy of segmentation and recognition of highly structured classes of objects with large shape variance and fewer training examples.",
keywords = "CRF model, Image segmentation, Joint boost, Multi feature fusion, Multi-class object recognition",
author = "Chen, \{Jing Xia\} and Zhang, \{Yan Ning\} and Jiang, \{Dong Mei\} and Li Fei and Xie Jia",
note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015 ; Conference date: 10-08-2015 Through 14-08-2015",
year = "2016",
month = jul,
day = "20",
doi = "10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.72",
language = "英语",
series = "Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "336--339",
editor = "Jianhua Ma and Ali Li and Huansheng Ning and Yang, \{Laurence T.\}",
booktitle = "Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015",
}