Working Papers
2019
Hui Li, Peng Wang, Chunhua Shen, Towards End-to-End Text Spotting in Natural Scenes, arXiv: 1906.06013, 2019
2019
Peng Wang, Lu Yang, Hui Li, Yuyan Deng, Chunhua Shen, Yanning Zhang. A Simple and Robust Convolutional-Attention Network for Irregular Text Recognition. In: arXiv:1904.01375, 2019.
Journal Papers
2020
Shizhou Zhang, Qi Zhang, Yifei Yang, Xing Wei, Peng Wang, Bingliang Jiao and Yanning Zhang.
Person Re-identification in Aerial Imagery. IEEE Transactions on Multimedia (TMM), 2020.
2020
Jiaqi Yang, Ke Xian, Peng Wang#, Yanning Zhang. A Performance Evaluation of Correspondence Grouping Methods for 3D Rigid Data Matching. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020.
2020
Jiaqi Yang, Siwen Quan, Peng Wang# and Yanning Zhang. Evaluating Local Geometric Feature Representations for 3D Rigid Data Matching. IEEE Transactions on Image Processing (TIP), 2020.
2019
Haokui Zhang, Ying Li, Y. Jiang, Peng Wang, Qiang Shen, Chunhua Shen. Hyperspectral Classification based on Lightweight 3D-CNN with Transfer Learning. IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2019.
2018
Peng Wang*, Qi Wu*, Chunhua Shen, Anthony Dick, Anton van den Hengel. FVQA: Fact-based Visual Question Answering. In: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018. dataset
2018
Hui Li, Peng Wang, Mingyu You, Chunhua Shen. Reading Car License Plates using Deep Neural Networks. In: Image and Vision Computing (IVC), 2018.
2018
Hui Li, Peng Wang#, Chunhua Shen. Toward End-to-end Car License Plate Detection and Recognition with Deep Neural Networks. In: IEEE Transactions on Intelligent Transportation Systems (TITS), 2018.
2018
Qichang Hu, Peng Wang#, Chunhua Shen, Anton van den Hengel, Fatih Porikli. Pushing the Limits of Deep CNNs for Pedestrian Detection. In: IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018.
2017
Qi Wu, Chunhua Shen, Peng Wang, Anthony Dick, Anton van den Hengel. Image Captioning and Visual Question Answering based on Attributes and External Knowledge. In: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)，2017.
2017
Qi Wu, Damie Teney，Peng Wang, Chunhua Shen, Anthony Dick, Anton van den Hengel. Visual Question Answering: A Survey of Methods and Datasets. In: Computer Vision and Image Understanding (CVIU)，2017.
2017
Peng Wang, Chunhua Shen, Anton van den Hengel, Philip H. S. Torr. Large-scale Binary Quadratic Optimization Using Semidefinite Relaxation and Applications. In: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)，2017.
2016
Peng Wang, Chunhua Shen, Anton van den Hengel, Philip H. S. Torr. Efficient Semidefinite Branch-and-Cut for MAP-MRF Inference. In: International Journal of Computer Vision (IJCV), 2016.
2013
Chunhua Shen, Peng Wang, Sakrapee Paisitkriangkrai, Anton van den Hengel. Training Effective Node Classifiers for Cascade Classification. In: International Journal of Computer Vision (IJCV), 2013.
2012
Peng Wang, Chunhua Shen, Nick Barnes, Hong Zheng. Fast and Robust Object Detection using Asymmetric Totally-Corrective Boosting. In: IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2012.
2012
Chunhua Shen, Peng Wang, Fumin Shen, Hanzi Shen. UBoost: Boosting with the Universum. In: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2012.
Conference Papers
2020
Ning Wang, Yang Gao, Hao Chen, Peng Wang, Zhi Tian, Chunhua Shen, Yanning Zhang. NAS-FCOS: Fast Neural Architecture Search for Object Detection, In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. Accepted. model
2020
Shizhe Chen, Qin Jin, Peng Wang, Qi Wu. Say As You Wish: Fine-grained Control of Image Caption Generation with Abstract Scene Graphs, In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. Accepted.
2020
Jinhao Zhou, Peng Wang, Haoyang Sun. Discriminative and Robust Online Learning for Siamese Visual Tracking. In: AAAI Conference on Artificial Intelligence (AAAI), 2020.
2019
Peng Wang, Bingliang Jiao, Lu Yang, Yifei Yang, Shizhou Zhang, Wei Wei, Yanning Zhang. Vehicle Re-identification in Aerial Imagery: Dataset and Approach. In: Proceedings of the International Conference on Computer Vision (ICCV), 2019.
2019
Hui Li*, Peng Wang*, Chunhua Shen, Anton van den Hengel. Visual Question Answering as Reading Comprehension. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
2019
Hui Li*, Peng Wang*, Chunhua Shen, Guyu Zhang. Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition. In: AAAI Conference on Artificial Intelligence (AAAI), 2019. code
2018
Qi Wu, Peng Wang, Chunhua Shen, Ian Reid, Anton van den Hengel. Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
2017
Hui Li*, Peng Wang*, Chunhua Shen. Towards End-to-end Text Spotting with Convolutional Recurrent Neural Networks. In: Proceedings of the International Conference on Computer Vision (ICCV), 2017.
2017
Peng Wang*, Qi Wu*, Chunhua Shen, Anton van den Hengel. The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. demo
2017
Peng Wang*, Qi Wu*, Chunhua Shen, Anton van den Hengel, Anthony Dick. Explicit Knowledge-based Reasoning for Visual Question Answering. In: International Joint Conferences on Artificial Intelligence (IJCAI), 2017.
2016
Qi Wu, Peng Wang, Chunhua Shen, Anthony Dick, Anton van den Hengel. Ask Me Anything: Free-form Visual Question Answering based on Knowledge from External Sources. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.
2015
Peng Wang, Chunhua Shen, Anton van den Hengel. Efficient SDP Inference for Fully-connected CRFs based on Low-rank Decomposition. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
2013
Peng Wang, Chunhua Shen, Anton van den Hengel. A Fast Semidefinite Approach to Solving Binary Quadratic Problems. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013. code
2010
Peng Wang, Chunhua Shen, Nick Barnes, Hong Zheng, Zhang Ren. Asymmetric Totally-Corrective Boosting for Real-Time Object Detection. In: Asian Conference on Computer Vision (ACCV), 2010.
2010
Chunhua Shen, Peng Wang, Hanxi Li. LACBoost and FisherBoost: Optimally Building Cascade Classifiers. In: European Conference on Computer Vision (ECCV), 2010.
2010
Peng Wang, Chunhua Shen, Hong Zheng, Zhang Ren. Training a Multi-Exit Cascade with Linear Asymmetric Classification for Efficient Object Detection. In: IEEE International Conference on Image Processing (ICIP), 2010.
2009
Peng Wang, Chunhua Shen, Hong Zheng, Zhang Ren. A Variant of the Trace Quotient Formulation for Dimensionality Reduction. In: Asian Conference on Computer Vision (ACCV), 2009.