Dr Wanli Ouyang

Ph.D, IEEE Senior Member
Senior Lecturer - Software Engineering
School of Electrical &
Information Engineering

J03 - Electrical Engineering Building
The University of Sydney

Telephone +61 2 8627 6621

Website School of Electrical & Information Engineering

Google Scholar

Biographical details

Wanli Ouyang obtained a Ph.D from the Dept. of Electronic Engineering, the Chinese University of Hong Kong. His research interests include deep learning and its application to computer vision and pattern recognition, image and video processing. He joined the University of Sydney in 2017.

Selected publications

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Book Chapters

  • Zeng, X., Ouyang, W., Yang, B., Yan, J., Wang, X. (2016). Gated Bi-directional CNN for Object Detection. In Bastian Leibe,Jiri Matas,Nicu Sebe, Max Welling (Eds.), Computer Vision � ECCV 2016 14th European Conference, Amsterdam, The Netherlands, October 11�14, 2016, Proceedings, Part VII, (pp. 354-369). Switzerland: Springer International Publishing. [More Information]
  • Wang, Z., Li, H., Ouyang, W., Wang, X. (2016). Learnable Histogram: Statistical Context Features for Deep Neural Networks. In Leibe, B., Matas, J., Sebe, N., Welling, M. (Eds.), Computer Vision � ECCV 2016,14th European Conference, Amsterdam, The Netherlands, October 11�14, 2016, Proceedings, Part I, (pp. 246-262). Switzerland: Springer International Publishing. [More Information]

Journals

  • Zeng, X., Ouyang, W., Yan, J., Li, H., Xiao, T., Wang, K., Liu, Y., Zhou, Y., Yang, B., Wang, Z., et al (2017). Crafting GBD-Net for Object Detection [In Press]. IEEE Transactions on Pattern Analysis and Machine Intelligence. [More Information]
  • Ouyang, W., Zeng, X., Wang, X., Qiu, S., Luo, P., Tian, Y., Li, H., Yang, S., Wang, Z., Li, H., et al (2017). DeepID-Net: Object Detection with Deformable Part Based Convolutional Neural Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39(7), 1320-1334. [More Information]
  • Ouyang, W., Zhao, T., Cham, W., Wei, L. (2017). Fast Full-Search Equivalent Pattern Matching Using Asymmetric Haar Wavelet Packets [In Press]. IEEE Transactions on Circuits and Systems for Video Technology. [More Information]
  • Ouyang, W., Zhou, H., Li, H., Li, Q., Yan, J., Wang, X. (2017). Jointly learning deep features, deformable parts, occlusion and classification for pedestrian detection [In Press]. IEEE Transactions on Pattern Analysis and Machine Intelligence. [More Information]
  • Zhao, R., Ouyang, W., Wang, X. (2017). Person Re-Identification by Saliency Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39(2), 356-370. [More Information]
  • Kang, K., Li, H., Yan, J., Zeng, X., Yang, B., Xiao, T., Zhang, C., Wang, Z., Wang, R., Wang, X., et al (2017). T-CNN:Tubelets with Convolutional Neural Networks for Object Detection from Videos [In Press]. IEEE Transactions on Circuits and Systems for Video Technology. [More Information]
  • Ouyang, W., Zeng, X., Wang, X. (2016). Learning Mutual Visibility Relationship for Pedestrian Detection with a Deep Model. International Journal of Computer Vision, 120(1), 14-27. [More Information]
  • Ouyang, W., Zeng, X., Wang, X. (2016). Partial Occlusion Handling in Pedestrian Detection With a Deep Model. IEEE Transactions on Circuits and Systems for Video Technology, 26(11), 2123-2137. [More Information]
  • Ouyang, W., Zeng, X., Wang, X. (2015). Single-pedestrian detection aided by two-pedestrian detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(9), 1875-1889. [More Information]
  • Ouyang, W., Zhang, R., Cham, W. (2013). Segmented gray-code kernels for fast pattern matching. IEEE Transactions on Image Processing, 22(4), 1512-1525. [More Information]
  • Ouyang, W., Tombari, F., Mattoccia, S., Di Stefano, L., Cham, W. (2012). Performance evaluation of full search equivalent Pattern matching algorithms. IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(1), 127-143. [More Information]
  • Tombari, F., Ouyang, W., Di Stefano, L., Cham, W. (2011). Adaptive Low Resolution Pruning for fast Full Search-equivalent pattern matching. Pattern Recognition Letters, 32(15), 2119-2127. [More Information]
  • Zhang, R., Ouyang, W., Cham, W. (2011). Image postprocessing by Non-local Kuan's filter. Journal of Visual Communication and Image Representation, 22(3), 251-262. [More Information]

Conferences

  • Ouyang, W., Wang, K., Zhu, X., Wang, X. (2017). Chained Cascade Network for Object Detection. International Conference on Computer Vision (ICCV 2017), Italy.
  • Xu, D., Ouyang, W., Ricci, E., Wang, X., Sebe, N. (2017). Learning Cross-Modal Deep Representations for Robust Pedestrian Detection. 2017 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2017), Piscataway: IEEE.
  • Yang, W., Li, S., Ouyang, W., Li, H., Wang, X. (2017). Learning Feature Pyramids for Human Pose Estimation. International Conference on Computer Vision (ICCV 2017), Italy.
  • Zhu, F., Li, H., Ouyang, W., Yu, N., Wang, X. (2017). Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification. 2017 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2017), Piscataway: IEEE.
  • Chu, X., Yang, W., Ouyang, W., Wang, X., Yuille, A. (2017). Multi-Context Attention for Human Pose Estimation. 2017 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2017), Piscataway: IEEE.
  • Xu, D., Ricci, E., Ouyang, W., Wang, X., Sebe, N. (2017). Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation. 2017 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2017), Piscataway: IEEE.
  • Kang, K., Li, H., Ouyang, W., Yan, J., LIu, X., Xiao, T., Wang, X. (2017). Object Detection in Vidoes with Tubelet Proposal Networks. 2017 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2017), Piscataway: IEEE.
  • Chu, Q., Ouyang, W., Li, H., Wang, X., Liu, B., Yu, N. (2017). Online Multi-Object Tracking Using CNN-based Single Object Tracker with Spatial-Temporal Attention Mechanism. International Conference on Computer Vision (ICCV 2017), Italy.
  • Liu, Y., Yan, J., Ouyang, W. (2017). Quality Aware Network for Set to Set Recognition. 2017 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2017), Piscataway: IEEE.
  • Li, Y., Ouyang, W., Zhou, B., Wang, K., Wang, X. (2017). Scene Graph Generation from Objects, Phrases and Region Captions. International Conference on Computer Vision (ICCV 2017), Italy.
  • Li, Y., Ouyang, W., Wang, X. (2017). ViP-CNN: A Visual Phrase Reasoning Convolutional Neural Network for Visual Relationship Detection. 2017 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2017), Piscataway: IEEE.
  • Chu, X., Ouyang, W., Li, H., Wang, X. (2016). CRF-CNN: Modeling Structured Information in Human Pose Estimation. Conference on Neural Information Processing Systems (NIPS 2016), USA: Neural Information Processing Systems (NIPS).
  • Kang, K., Ouyang, W., Li, H., Wang, X. (2016). Detection from Video Tubelets with Convolutional Neural Networks. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Yang, W., Ouyang, W., Li, H., Wang, X. (2016). End-to-End Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Ouyang, W., Wang, X., Zhang, C., Yang, X. (2016). Factors in Finetuning Deep Model for Object Detection with Long-tail Distribution. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Xiao, T., Li, H., Ouyang, W., Wang, X. (2016). Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Li, H., Ouyang, W., Wang, X. (2016). Multi-Bias Non-linear Activation in Deep Neural Networks. International Conference on Machine Learning (ICML) 2016, USA: Proceedings of Machine Learning Research.
  • Kang, K., Ouyang, W., Li, H., Wang, X. (2016). Object detection from video tubelets with Convolutional Neural Networks. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers.
  • Wang, L., Ouyang, W., Wang, X., Lu, H. (2016). STCT: Sequentially training convolutional networks for visual tracking. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Chu, X., Ouyang, W., Li, H., Wang, X. (2016). Structured Feature Learning for Pose Estimation. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Ouyang, W., Wang, X., Zeng, X., Qiu, S., Luo, P., Tian, Y., Li, H., Yang, S., Wang, Z., Loy, C., et al (2015). DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection. The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Ouyang, W., Li, H., Zeng, X., Wang, X. (2015). Learning Deep Representation with Large-Scale Attributes. 15th IEEE International Conference on Computer Vision (ICCV 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Chu, X., Ouyang, W., Yang, W., Wang, X. (2015). Multi-task Recurrent Neural Network for Immediacy Prediction. 15th IEEE International Conference on Computer Vision (ICCV 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhao, R., Ouyang, W., Li, H., Wang, X. (2015). Saliency Detection by Multi-Context Deep Learning. The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wang, J., Choy, C., Chao, T., Kit, K., Pun, K., Ouyang, W., Wang, X. (2015). Simplifying HOG arithmetic for speedy hardware realization. 2014 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2014, Japan: Institute of Electrical and Electronics Engineers Inc. [More Information]
  • Wang, L., Ouyang, W., Wang, X., Lu, H. (2015). Visual Tracking with Fully Convolutional Networks. 15th IEEE International Conference on Computer Vision (ICCV 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zeng, X., Ouyang, W., Wang, M., Wang, X. (2014). Deep Learning of Scene-Specific Classifier for Pedestrian Detection. The 13th European Conference on Computer Vision, ECCV 2014, Switzerland: Springer International Publishing Switzerland. [More Information]
  • Zhao, R., Ouyang, W., Wang, X. (2014). Learning Mid-level Filters for Person Re-identification. 27th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Los Alamitos, CA: IEEE Computer Society. [More Information]
  • Ouyang, W., Chu, X., Wang, X. (2014). Multi-source Deep Learning for Human Pose Estimation. 27th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Los Alamitos, CA: IEEE Computer Society. [More Information]
  • Ouyang, W., Wang, X. (2013). Joint Deep Learning for Pedestrian Detection. 2013 IEEE International Conference on Computer Vision (ICCV 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Ouyang, W., Zeng, X., Wang, X. (2013). Modeling Mutual Visibility Relationship in Pedestrian Detection. 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zeng, X., Ouyang, W., Wang, X. (2013). Multi-stage Contextual Deep Learning for Pedestrian Detection. 2013 IEEE International Conference on Computer Vision (ICCV 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhao, R., Ouyang, W., Wang, X. (2013). Person Re-identification by Salience Matching. 2013 IEEE International Conference on Computer Vision (ICCV 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Ouyang, W., Wang, X. (2013). Single-Pedestrian Detection Aided by Multi-pedestrian Detection. 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhao, R., Ouyang, W., Wang, X. (2013). Unsupervised Salience Learning for Person Re-identification. 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhao, R., Ouyang, W., Wang, X. (2013). Unsupervised Salience Learning for Person Re-identification. 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Ouyang, W., Wang, X. (2012). A Discriminative Deep Model for Pedestrian Detection with Occlusion Handling. 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012), Providence: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]

2017

  • Ouyang, W., Wang, K., Zhu, X., Wang, X. (2017). Chained Cascade Network for Object Detection. International Conference on Computer Vision (ICCV 2017), Italy.
  • Zeng, X., Ouyang, W., Yan, J., Li, H., Xiao, T., Wang, K., Liu, Y., Zhou, Y., Yang, B., Wang, Z., et al (2017). Crafting GBD-Net for Object Detection [In Press]. IEEE Transactions on Pattern Analysis and Machine Intelligence. [More Information]
  • Ouyang, W., Zeng, X., Wang, X., Qiu, S., Luo, P., Tian, Y., Li, H., Yang, S., Wang, Z., Li, H., et al (2017). DeepID-Net: Object Detection with Deformable Part Based Convolutional Neural Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39(7), 1320-1334. [More Information]
  • Ouyang, W., Zhao, T., Cham, W., Wei, L. (2017). Fast Full-Search Equivalent Pattern Matching Using Asymmetric Haar Wavelet Packets [In Press]. IEEE Transactions on Circuits and Systems for Video Technology. [More Information]
  • Ouyang, W., Zhou, H., Li, H., Li, Q., Yan, J., Wang, X. (2017). Jointly learning deep features, deformable parts, occlusion and classification for pedestrian detection [In Press]. IEEE Transactions on Pattern Analysis and Machine Intelligence. [More Information]
  • Xu, D., Ouyang, W., Ricci, E., Wang, X., Sebe, N. (2017). Learning Cross-Modal Deep Representations for Robust Pedestrian Detection. 2017 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2017), Piscataway: IEEE.
  • Yang, W., Li, S., Ouyang, W., Li, H., Wang, X. (2017). Learning Feature Pyramids for Human Pose Estimation. International Conference on Computer Vision (ICCV 2017), Italy.
  • Zhu, F., Li, H., Ouyang, W., Yu, N., Wang, X. (2017). Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification. 2017 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2017), Piscataway: IEEE.
  • Chu, X., Yang, W., Ouyang, W., Wang, X., Yuille, A. (2017). Multi-Context Attention for Human Pose Estimation. 2017 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2017), Piscataway: IEEE.
  • Xu, D., Ricci, E., Ouyang, W., Wang, X., Sebe, N. (2017). Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation. 2017 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2017), Piscataway: IEEE.
  • Kang, K., Li, H., Ouyang, W., Yan, J., LIu, X., Xiao, T., Wang, X. (2017). Object Detection in Vidoes with Tubelet Proposal Networks. 2017 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2017), Piscataway: IEEE.
  • Chu, Q., Ouyang, W., Li, H., Wang, X., Liu, B., Yu, N. (2017). Online Multi-Object Tracking Using CNN-based Single Object Tracker with Spatial-Temporal Attention Mechanism. International Conference on Computer Vision (ICCV 2017), Italy.
  • Zhao, R., Ouyang, W., Wang, X. (2017). Person Re-Identification by Saliency Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39(2), 356-370. [More Information]
  • Liu, Y., Yan, J., Ouyang, W. (2017). Quality Aware Network for Set to Set Recognition. 2017 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2017), Piscataway: IEEE.
  • Li, Y., Ouyang, W., Zhou, B., Wang, K., Wang, X. (2017). Scene Graph Generation from Objects, Phrases and Region Captions. International Conference on Computer Vision (ICCV 2017), Italy.
  • Kang, K., Li, H., Yan, J., Zeng, X., Yang, B., Xiao, T., Zhang, C., Wang, Z., Wang, R., Wang, X., et al (2017). T-CNN:Tubelets with Convolutional Neural Networks for Object Detection from Videos [In Press]. IEEE Transactions on Circuits and Systems for Video Technology. [More Information]
  • Li, Y., Ouyang, W., Wang, X. (2017). ViP-CNN: A Visual Phrase Reasoning Convolutional Neural Network for Visual Relationship Detection. 2017 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2017), Piscataway: IEEE.

2016

  • Chu, X., Ouyang, W., Li, H., Wang, X. (2016). CRF-CNN: Modeling Structured Information in Human Pose Estimation. Conference on Neural Information Processing Systems (NIPS 2016), USA: Neural Information Processing Systems (NIPS).
  • Kang, K., Ouyang, W., Li, H., Wang, X. (2016). Detection from Video Tubelets with Convolutional Neural Networks. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Yang, W., Ouyang, W., Li, H., Wang, X. (2016). End-to-End Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Ouyang, W., Wang, X., Zhang, C., Yang, X. (2016). Factors in Finetuning Deep Model for Object Detection with Long-tail Distribution. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zeng, X., Ouyang, W., Yang, B., Yan, J., Wang, X. (2016). Gated Bi-directional CNN for Object Detection. In Bastian Leibe,Jiri Matas,Nicu Sebe, Max Welling (Eds.), Computer Vision � ECCV 2016 14th European Conference, Amsterdam, The Netherlands, October 11�14, 2016, Proceedings, Part VII, (pp. 354-369). Switzerland: Springer International Publishing. [More Information]
  • Wang, Z., Li, H., Ouyang, W., Wang, X. (2016). Learnable Histogram: Statistical Context Features for Deep Neural Networks. In Leibe, B., Matas, J., Sebe, N., Welling, M. (Eds.), Computer Vision � ECCV 2016,14th European Conference, Amsterdam, The Netherlands, October 11�14, 2016, Proceedings, Part I, (pp. 246-262). Switzerland: Springer International Publishing. [More Information]
  • Xiao, T., Li, H., Ouyang, W., Wang, X. (2016). Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Ouyang, W., Zeng, X., Wang, X. (2016). Learning Mutual Visibility Relationship for Pedestrian Detection with a Deep Model. International Journal of Computer Vision, 120(1), 14-27. [More Information]
  • Li, H., Ouyang, W., Wang, X. (2016). Multi-Bias Non-linear Activation in Deep Neural Networks. International Conference on Machine Learning (ICML) 2016, USA: Proceedings of Machine Learning Research.
  • Kang, K., Ouyang, W., Li, H., Wang, X. (2016). Object detection from video tubelets with Convolutional Neural Networks. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers.
  • Ouyang, W., Zeng, X., Wang, X. (2016). Partial Occlusion Handling in Pedestrian Detection With a Deep Model. IEEE Transactions on Circuits and Systems for Video Technology, 26(11), 2123-2137. [More Information]
  • Wang, L., Ouyang, W., Wang, X., Lu, H. (2016). STCT: Sequentially training convolutional networks for visual tracking. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Chu, X., Ouyang, W., Li, H., Wang, X. (2016). Structured Feature Learning for Pose Estimation. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]

2015

  • Ouyang, W., Wang, X., Zeng, X., Qiu, S., Luo, P., Tian, Y., Li, H., Yang, S., Wang, Z., Loy, C., et al (2015). DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection. The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Ouyang, W., Li, H., Zeng, X., Wang, X. (2015). Learning Deep Representation with Large-Scale Attributes. 15th IEEE International Conference on Computer Vision (ICCV 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Chu, X., Ouyang, W., Yang, W., Wang, X. (2015). Multi-task Recurrent Neural Network for Immediacy Prediction. 15th IEEE International Conference on Computer Vision (ICCV 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhao, R., Ouyang, W., Li, H., Wang, X. (2015). Saliency Detection by Multi-Context Deep Learning. The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wang, J., Choy, C., Chao, T., Kit, K., Pun, K., Ouyang, W., Wang, X. (2015). Simplifying HOG arithmetic for speedy hardware realization. 2014 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2014, Japan: Institute of Electrical and Electronics Engineers Inc. [More Information]
  • Ouyang, W., Zeng, X., Wang, X. (2015). Single-pedestrian detection aided by two-pedestrian detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(9), 1875-1889. [More Information]
  • Wang, L., Ouyang, W., Wang, X., Lu, H. (2015). Visual Tracking with Fully Convolutional Networks. 15th IEEE International Conference on Computer Vision (ICCV 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]

2014

  • Zeng, X., Ouyang, W., Wang, M., Wang, X. (2014). Deep Learning of Scene-Specific Classifier for Pedestrian Detection. The 13th European Conference on Computer Vision, ECCV 2014, Switzerland: Springer International Publishing Switzerland. [More Information]
  • Zhao, R., Ouyang, W., Wang, X. (2014). Learning Mid-level Filters for Person Re-identification. 27th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Los Alamitos, CA: IEEE Computer Society. [More Information]
  • Ouyang, W., Chu, X., Wang, X. (2014). Multi-source Deep Learning for Human Pose Estimation. 27th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Los Alamitos, CA: IEEE Computer Society. [More Information]

2013

  • Ouyang, W., Wang, X. (2013). Joint Deep Learning for Pedestrian Detection. 2013 IEEE International Conference on Computer Vision (ICCV 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Ouyang, W., Zeng, X., Wang, X. (2013). Modeling Mutual Visibility Relationship in Pedestrian Detection. 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zeng, X., Ouyang, W., Wang, X. (2013). Multi-stage Contextual Deep Learning for Pedestrian Detection. 2013 IEEE International Conference on Computer Vision (ICCV 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhao, R., Ouyang, W., Wang, X. (2013). Person Re-identification by Salience Matching. 2013 IEEE International Conference on Computer Vision (ICCV 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Ouyang, W., Zhang, R., Cham, W. (2013). Segmented gray-code kernels for fast pattern matching. IEEE Transactions on Image Processing, 22(4), 1512-1525. [More Information]
  • Ouyang, W., Wang, X. (2013). Single-Pedestrian Detection Aided by Multi-pedestrian Detection. 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhao, R., Ouyang, W., Wang, X. (2013). Unsupervised Salience Learning for Person Re-identification. 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhao, R., Ouyang, W., Wang, X. (2013). Unsupervised Salience Learning for Person Re-identification. 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]

2012

  • Ouyang, W., Wang, X. (2012). A Discriminative Deep Model for Pedestrian Detection with Occlusion Handling. 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012), Providence: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Ouyang, W., Tombari, F., Mattoccia, S., Di Stefano, L., Cham, W. (2012). Performance evaluation of full search equivalent Pattern matching algorithms. IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(1), 127-143. [More Information]

2011

  • Tombari, F., Ouyang, W., Di Stefano, L., Cham, W. (2011). Adaptive Low Resolution Pruning for fast Full Search-equivalent pattern matching. Pattern Recognition Letters, 32(15), 2119-2127. [More Information]
  • Zhang, R., Ouyang, W., Cham, W. (2011). Image postprocessing by Non-local Kuan's filter. Journal of Visual Communication and Image Representation, 22(3), 251-262. [More Information]

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