Dr Liangchen Liu

Postdoctoral Research Fellow

School of Information Technology and Electrical Engineering
Faculty of Engineering, Architecture and Information Technology

Overview

Publications

  • Liu, Liangchen (2017). Discovering visual attributes from image and video data PhD Thesis, School of Information Technology and Electrical Engineering, The University of Queensland. doi:10.14264/uql.2017.567

  • Liu, Liangchen, Nie, Feiping, Zhang, Teng, Wiliem, Arnold and Lovell, Brian C. (2017). Unsupervised automatic attribute discovery method via multi-graph clustering. In: 23rd International Conference on Pattern Recognition (ICPR). International Conference on Pattern Recognition (ICPR), Cancún, México, (1713-1718). 4-8 December 2016. doi:10.1109/ICPR.2016.7899883

  • Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2016) What is the best way for extracting meaningful attributes from pictures?. Pattern Recognition, 64 314-326. doi:10.1016/j.patcog.2016.10.034

View all Publications

Grants

View all Grants

Publications

Journal Article

Conference Publication

  • Liu, Liangchen, Nie, Feiping, Zhang, Teng, Wiliem, Arnold and Lovell, Brian C. (2017). Unsupervised automatic attribute discovery method via multi-graph clustering. In: 23rd International Conference on Pattern Recognition (ICPR). International Conference on Pattern Recognition (ICPR), Cancún, México, (1713-1718). 4-8 December 2016. doi:10.1109/ICPR.2016.7899883

  • Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2016). Automatic and quantitative evaluation of attribute discovery methods. In: 2016 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Placid, NY, United States, (). 7-10 March 2016. doi:10.1109/WACV.2016.7477693

  • Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang, Zhao, Kun and Lovell, Brian C. (2016). Determining the best attributes for surveillance video keywords generation. In: ISBA 2016 - IEEE International Conference on Identity, Security and Behavior Analysis. 2nd IEEE International Conference on Identity, Security and Behavior Analysis, ISBA 2016, Sendai, Japan, (). 29 February - 2 March 2016. doi:10.1109/ISBA.2016.7477239

  • Zhang, Teng, Liu, Liangchen, Wiliem, Arnold and Lovell, Brian (2016). Is Alice chasing or being chased?: Determining subject and object of activities in videos. In: 2016 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Placid, NY, United States, (). 7-10 March 2016. doi:10.1109/WACV.2016.7477710

  • Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2014). Automatic image attribute selection for zero-shot learning of object categories. In: Proceedings - International Conference on Pattern Recognition. 22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, (2619-2624). 24-28 August, 2014. doi:10.1109/ICPR.2014.452

Other Outputs

Grants (Administered at UQ)