Publications

Publications

Sequential Person Recognition in Photo Albums with a Recurrent Network
Yao Li, Guosheng Lin, Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
Computer Vision and Pattern Recognition (CVPR), 2017 [PDF]
Attend in Groups: a Weakly-supervised Deep Learning Framework for Learning from Web Data
Bohan Zhuang, Lingqiao Liu, Yao Li, Chunhua Shen, Ian Reid
Computer Vision and Pattern Recognition (CVPR), 2017 [PDF]
Mining Mid-level Visual Patterns with Deep CNN Activations
Yao Li, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
International Journal on Computer Vision (IJCV), 2017 [PDF]
Deep Descriptor Transforming for Image Co-localization
Xiu-Shen Wei, Chen-Lin Zhang, Yao Li, Chen-Wei Xie, Jianxin Wu, Chunhua Shen, Zhi-Hua Zhou
International Joint Conference on Artificial Intelligence (IJCAI), 2017 [PDF]
Image Co-localization by Mimicking a Good Detector’s Confidence Score Distribution
Yao Li, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
European Conference on Computer Vision (ECCV), 2016 [PDF] (spotlight presentation)
Mid-level Deep Pattern Mining
Yao Li, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
Computer Vision and Pattern Recognition (CVPR), 2015 [PDF] [arXiv] [Code] [Project page]
Characterness: An Indicator of Text in the Wild
Yao Li, Wenjing Jia, Chunhua Shen, Anton van den Hengel
IEEE Transcations on Image Processing (TIP), 2014 [PDF] [Code] [Project page]
Contextual Hypergraph Modeling for Salient Object Detection
Xi Li, Yao Li, Chunhua Shen, Anthony Dick, Anton van den Hengel
International Conference on Computer Vision (ICCV), 2013 [PDF] [Code] [Project page] [evalsaliency toolbox]
Leveraging Surrounding Context for Scene Text Detection
Yao Li, Chunhua Shen, Wenjing Jia, Anton van den Hengel
International Conference on Image Processing (ICIP), 2013 [PDF]
Scene Text Detection via Stroke Width
Yao Li, Huchuan Lu
International Conference on Pattern Recognition (ICPR), 2012 [PDF]

Thesis

Deep Visual Representation for Weakly-supervised and Structured Output Tasks
Ph.D. thesis (Dean’s Commendation for Doctoral Thesis Excellence), 2017 [PDF]
Hypergraph Modeling for Saliency Detection and Beyond
Master of Engineering Science thesis, 2014 [PDF]