HOME RESEARCH PUBLICATION CONTACT

Vision and Language

Qi Wu, Chunhua Shen, Anton van den Hengel, Peng Wang, Anthony Dick. Image Captioning and Visual Question Answering Based on Attributes and Their Related External Knowledge. IEEE Transaction on Pattern Analysis and Machine Intelligence (TPAMI), 2017.
Peng Wang*, Qi Wu* (equal contribution) , Chunhua Shen, Anthony Dick, Anton van den Hengel. Fvqa: Fact-based visual question answering. IEEE Transaction on Pattern Analysis and Machine Intelligence (TPAMI), 2017.
Qi Wu, Damien Teney, Peng Wang, Chunhua Shen, Anton van den Hengel, Anthony Dick. Visual Question Answering: A Survey of Models and Datasets. Computer Vision and Image Understanding (CVIU), 2017.
Peng Wang*, Qi Wu* (equal contribution), Chunhua Shen, Anton van den Hengel. The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), 2017.
Peng Wang*, Qi Wu* (equal contribution), Chunhua Shen, Anton van den Hengel, Anthony Dick. Explicit Knowledge-based Reasoning for Visual Question Answering. International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017.
Damien Teney, Qi Wu, Anton van den Hengel. Visual Question Answering: A Tutorial. IEEE Signal Processing Magazine (SPM), Volume 34 Issue 6, Pages 63-75, 2017. (IF: 9.654)
Qi Wu, Peng Wang, Chunhua Shen, Anton van den Hengel, Anthony Dick. Ask Me Anything: Free-form Visual Question Answering Based on Knowledge from External Sources. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), 2016.
Qi Wu, Chunhua Shen, Anton van den Hengel, Lingqiao Liu, Anthony Dick. What Value Do Explicit High Level Concepts Have in Vision to Language Problems? In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), 2016.

Vision and Art

Hongping Cai, Qi Wu and Peter Hall. Beyond Photo-Domain Object Recognition: Benchmarks for the Cross-Depiction Problem, In Proceedings of International Conference on Computer Vision (ICCV 2015) Workshop, 2015, (second best paper award).
Qi Wu, Hongping Cai and Peter Hall. Learning Graphs to Model Visual Objects across Different Depictive Styles. In Proceedings of European Conference on Computer Vision (ECCV 2014), 2014.
Qi Wu and Peter Hall. Modelling Visual Objects Invariant to Depictive Style. In Proceedings of the British Machine Vision Conference (BMVC 2013), 2013.
Qi Wu and Peter Hall. Prime shapes in natural images. In Proceedings of the British Machine Vision Conference (BMVC 2012), pages 45.1-45.12. BMVA Press, 2012.

Others

Junjie Zhang*,Qi Wu* (equal contribution), Chunhua Shen, Jian Zhang, Jianfeng Lu. Multi-Label Image Classification with Regional Latent Semantic Dependencies. IEEE Transaction on Multimedia (TMM), 2018.
Bohan Zhuang*, Qi Wu* (equal contribution), Ian Reid, Chunhua Shen, Anton van den Hengel. HCVRD: a benchmark for large-scale Human-Centered Visual Relationship Detection. Association for the Advancement of Artificial Intelligence (AAAI 2018), 2018.