2021

Paolo Spagnolo, Hamid Aghajan, George Bebis, Shaogang Gong, Amy Loutfi, Leonid Sigal, Wei-Shi Zheng. Editorial: Introduction to Large-Scale Visual Sensor Networks: Architectures and Applications, IEEE Transactions on Circuits and Systems for Video Technology Special Issue on “Large-Scale Visual Sensor Networks: Architectures and Applications“, Vol. 31, No. 4, pp. 1249-1252, April 2021.

Wei Li, Shaogang Gong, Xiatian Zhu. Hierarchical Distillation Learning for Scalable Person Search. Pattern Recognition, Vol. 114, 107862, February 2021.

Xiangping Zhu, Xiatian Zhu, Minxian Li, Pietro Morerio, Vittorio Murino, Shaogang Gong. Intra-Camera Supervised Person Re-Identification. International Journal of Computer Vision, Vol. 129, pp. 1580-1595, February 2021.

Hang Su, Shaogang Gong, Xiatian Zhu. Multi-Perspective Cross-Class Domain Adaptation for Open Logo Detection. Computer Vision and Image Understanding, Vol. 204, 103156, March 2021.

Changjae Oh and Andrea Cavallaro. View-Action Representation Learning for Active First-Person Vision. IEEE Trans. Circuits Syst. Video Technol. (TCSVT), vol. 32, no. 2, pp. 480-491, Feb. 2021.

B. Denoun, B. Leon, M. Hansard, and L. Jamone. Grasping Robot Integration and Prototyping: The GRIP Software Framework. IEEE Robotics and Automation Magazine (RAM), 28(2), 2021.

J. A. Paredes, F. J. Alvarez, M. Hansard, and K. Z. Rajab. A Gaussian Process model for UAV localization using millimetre wave radar. Expert Systems with applications, to appear, 2021.

2020

Zhiyi Cheng, Xiatian Zhu, Shaogang Gong. Face Re-Identification Challenge: Are Face Recognition Models Good Enough? Pattern Recognition, Vol. 107, 107422, November 2020.

Minxian Li, Xiatian Zhu, Shaogang Gong. Unsupervised Tracklet Person Re-Identification. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 42, No. 7, pp. 1770-1782, July 2020.

Wei Li, Xiatian Zhu, Shaogang Gong. Scalable Person Re-Identification by Harmonious Attention. International Journal of Computer Vision, Vol. 128, No. 6, pp. 1635-1653, June 2020 (Online First).

Ancong Wu, Wei-Shi Zheng, Shaogang Gong, Jianhuang Lai. RGB-IR Person Re-identification by Cross-Modality Similarity Preservation. International Journal of Computer Vision, Vol. 128, No. 6, pp. 1765-1785, June 2020.

Hang Su, Shaogang Gong, Xiatian Zhu. Scalable Logo Detection by Self Co-Learning. Pattern Recognition, Vol. 97, 107003, January 2020.

Taeyong Song, Youngjung Kim, Changjae Oh, Hyunsung Jang, Namkoo Ha, and Kwanghoon Sohn. Simultaneous Deep Stereo Matching and Dehazing with Feature Attention Int. J. Comput. Vis. (IJCV), vol. 128, pp. 799-817, Jan. 2020.

S. Richoz, L. Wang, P. Birch, and D. Roggen, Transportation mode recognition fusing wearable motion, sound and vision sensors, IEEE Sensors Journal, 20(16): 9314-9328, Aug. 2020.

L. Wang and A. Cavallaro, A blind source separation framework for ego-noise reduction on multi-rotor drones, IEEE/ACM Transactions on Audio, Speech, and Language Processing, 58: 2523-2537, Aug. 2020.

L. Wang and A. Cavallaro, Deep learning assisted time-frequency processing for speech enhancement on drones, IEEE Transactions on Emerging Topicss in Computational Intelligence, Early Access, Aug. 2020.

2019

Q. Dong, S. Gong, X. Zhu. Imbalanced Deep Learning by Minority Class Incremental Rectification. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 41, No. 6, pp. 1367-1381, June 2019.

A. M. H. Ismail, J. A. Solomon, M. Hansard and I. Mareschal. A perceptual bias for man-made objects in humans. Proc. Royal Society B: Biological Sciences, 2019.

A. Vasilyev and M. Hansard. Spatial distribution of eye-movements after central vision loss is consistent with an optimal visual search strategy. International Journal of Neural Systems, 2019.

L. Wang, H. Gjoreski, M. Ciliberto, S. Mekki, S. Valetin, and D. Roggen, Enabling reproducible research in sensor-based transportation mode recognition with the Sussex-Huawei dataset, IEEE Access, 7: 10870-10891, Jan. 2019.

V. Rajan, A. Brutti, A. Cavallaro. ConflictNET: end-to-end learning for speech-based conflict intensity estimation. IEEE Signal Processing Letters, Vol. 26, Issue 11, November 2019, pp. 1668-1672

X. Qian, A. Brutti, O. Lanz, M. Omologo, A. Cavallaro. Multi-speaker tracking from an audio-visual sensing device. IEEE Transactions on Multimedia, Vol. 21, Issue 10, Oct. 2019, pp. 2576 – 2588

O. Sarwar, B. Rinner, A. Cavallaro. A privacy-preserving filter for oblique face images based on adaptive hopping Gaussian mixtures. IEEE Access, Vol. 7, October 2019, pp. 142623-142639

A. Xompero, O. Lanz, A. Cavallaro. A spatio-temporal multi-scale binary descriptor. IEEE Transactions on Image Processing, 2019

Malekzadeh, R.G. Clegg, A. Cavallaro, H. Haddadi. Privacy and utility preserving sensor-data transformations. Pervasive and Mobile Computing, 2019

R. Muzaffar, E. Yanmaz, C. Raffelsberger, C. Bettstetter, A. Cavallaro. Live multicast video streaming from drones: an experimental study. Autonomous Robots, DOI: 10.1007/s10514-019-09851-6, 2019

Z. Su, Q. Fang, H. Wang, S. Mehrotra, A.C. Begen, Q. Ye, A. Cavallaro. Trustworthiness in social multimedia analytics and delivery (Editorial). Transactions on Multimedia, Vol. 21, Issue 3, March 2019, pp. 537-538

2018

H. Wang, X. Zhu, S. Gong, T. Xiang. Person Re-Identification in Identity Regression Space. International Journal of Computer Vision, Vol. 126, No. 12, pp. 1288-1310, December 2018 (Springer Nature SharedIt).

Z. Fu, T. Xiang, E. Kodirov and S. Gong. Zero-Shot Learning on Semantic Class Prototype Graph. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 40, No. 8, pp. 2009-2022, August 2018.

Y. Fu, T. Xiang, Y-G Jiang, X. Xue, L. Sigal, S. Gong.
Recent Advances in Zero-Shot Recognition: Towards Data-Efficient Understanding of Visual Content. IEEE Signal Processing Magazine (ISPM), Vol. 35, No. 1, pp. 112-125, January 2018.

Z. Shi, Y. Yang, T. Hospedales and T. Xiang,
Weakly-Supervised Image Annotation and Segmentation with Objects and Attributes, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), to appear.

Q. Yu, Y. Yang, F. Liu, Y-Z. Song, T. Xiang and T. Hospedales,
Sketch-a-Net: a Deep Neural Network that Beats Humans, International Journal of Computer Vision (IJCV), to appear.

K. Li, K. Pang, Y. Song, T. Hospedales, T. Xiang and H. Zhang,
Synergistic Instance-Level Subspace Alignment for Fine-Grained Sketch-based Image Retrieval, IEEE Transactions on Image Processing (TIP), to appear.

2017

Z. Fu, T. Xiang, E. Kodirov and S. Gong.
Zero-Shot Learning on Semantic Class Prototype Graph. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), in print, 2017.

J. Wang, X. Zhu and S. Gong.
Discovering Visual Concept Structure with Sparse and Incomplete Tags. Artificial Intelligence (AI), Vol. 250, pp. 16-36, September 2017. 

X. Xu, T. Hospedales and S. Gong.
Transductive Zero-Shot Action Recognition by Word-Vector Embedding. International Journal of Computer Vision (IJCV). Vol. 123, No. 3, pp. 309-333, July 2017. 

X. Xu, T. Hospedales and S. Gong.
Discovery of Shared Semantic Spaces for Multi-Scene Video Query and Summarisation. IEEE Transactions on Circuits and Systems for Video Technology (TCSVC), Vol. 27, No. 6, pp. 1353-1367, June 2017.

X. Ma, X. Zhu, S. Gong, X. Xie, J. Hu, K-M. Lam and Y. Zhong.
Person Re-Identification by Unsupervised Video Matching. Pattern Recognition (PR), Vol. 65, pp. 197-210, May 2017.

V. Murino, S. Gong, C.C. Loy and L. Bazanni.
Image and Video Understanding in Big Data. Computer Vision and Image Understanding (CVIU), Vol. 156, pp. 1-3, March 2017.

2016

Y. Li, Y-Z. Song, T. Hospedales and S. Gong.
Free-hand Sketch Synthesis with Deformable Stroke Models. International Journal of Computer Vision (IJCV), in print, 2016.

X. Zhu, C.C. Loy and S. Gong.
Constrained Clustering with Imperfect Oracles. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Vol. 27, No. 6, pp. 1345-1357, June 2016.

T. Wang, S. Gong, X. Zhu and S. Wang,
Person Re-Identification by Discriminative Selection in Video Ranking. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), in print, 2016.

X. Zhu, C.C. Loy and S. Gong.
Learning from Multiple Sources for Video Summarisation. International Journal of Computer Vision (IJCV), Vol. 117, No. 3, pp. 247-268, May 2016.

J-F. Hu, W-S. Zheng, J. Lai, S. Gong and T. Xiang.
Exemplar-based Recognition of Human-Object Interactions. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 26, No. 4, pp. 647-660, April 2016.

W-S. Zheng, S. Gong and T. Xiang.
Towards Open-World Person Re-Identification by One-Shot Group-based Verification. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 38, No. 3, pp. 591-606, March 2016.

Fu, T. Hospedales, T. Xiang, J. Xiong, S. Gong, Y. Wang and Y. Yao.
Robust Subjective Visual Property Prediction from Crowd sourced Pairwise Labels. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 38, No. 3, pp. 563-577, March 2016.

2015

X. Xu, T. Hospedales and S. Gong.
Discovery of Shared Semantic Spaces for Multi-Scene Video Query and Summarisation. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), in print, 2015.

Y. Fu, T. Hospedales, T. Xiang and S. Gong.
Transductive Multi-View Zero-Shot Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 37, No. 11, pp. 2332-2345, November 2015.

Y. Qi, J. Guo, Y. Song, T. Xiang, H. Zhang and Z. Tan,
Im2Sketch: Sketch generation by unconflicted perceptual grouping. Neurocomputing, Vol. 165, pp. 338-349, Oct. 2015.

Y. Li, T. Hospedales, Y-Z. Song and S. Gong.
Free-hand Sketch Recognition by Multi-Kernel Feature Learning. Computer Vision and Image Understanding, Vol. 137, pp. 1-11, August 2015.

Z. Shi, T. Hospedales and T. Xiang,
Bayesian Joint Modelling for Object Localisation in Weakly Labelled Images, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 37, No. 22, pp. 1959-1972, October 2015.

Before 2015

C. Liu, S. Gong and C.C. Loy.
On-the-fly Feature Importance Mining for Person Re-Identification. Pattern Recognition (PR), Vol. 47, No. 4, pp. 1602-1615, April 2014.

Y. Fu, T. Hospedales, T. Xiang and S. Gong.
Learning Multi-Modal Latent Attributes. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 36, No. 2, pp. 303-316, February 2014.

T. Haines and T. Xiang.
Background Subtraction with Dirichlet Process Mixture Models, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 36, No. 4, pp.670-683, April 2014.

T. Haines and T. Xiang.
Active Rare Class Discovery and Classification using Dirichlet Processes, International Journal of Computer Vision (IJCV), 106(3):315-331, Feb 2014.

R. Félez and T. Xiang. Uncooperative Gait Recognition by Learning to Rank, ,Pattern Recognition (PR), 47(12):3793–3806, December 2014.

W-S. Zheng, S. Gong and T. Xiang. Re-identification by Relative Distance Comparison. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 35, No. 3, pp. 653-668, March 2013.

T. Hospedales, S. Gong and T. Xiang. Finding Rare Classes: Active Learning with Generative and Discriminative Models. IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 25, No. 2, pp. 374-386, February 2013.

C.C. Loy, T. Xiang and S. Gong. Incremental Activity Modelling in Multiple Disjoint Cameras. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 34, No. 9, pp. 1799-1813, September 2012.

T. Hospedales, S. Gong and T. Xiang. Video Behaviour Mining Using a Dynamic Topic Model. International Journal of Computer Vision (IJCV), Vol. 98, No. 3, pp. 303-323, July 2012.

J. Li, S. Gong and T. Xiang. Learning Behavioural Context. International Journal of Computer Vision (IJCV), Vol. 97, No. 3, pp. 276-304, May 2012.

W. Zheng, S. Gong and T. Xiang. Quantifying and Transferring Contextual Information in Object Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 34, No. 4, pp. 762-777, April 2012.

M. Bregonzio, T. Xiang and S. Gong. Fusing Appearance and Distribution Information of Interest Points for Action Recognition. Pattern Recognition (PR), Vol. 45, No. 3, pp. 1220-1234, March 2012.

T. Hospedales, J. Li, S. Gong and T. Xiang. Identifying Rare and Subtle Behaviours: A Weakly Supervised Joint Topic Model. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 33, No. 12, pp. 2451-2464, December 2011.

C.C. Loy, T. Xiang and S. Gong. Detecting and Discriminating Behavioural Anomalies. Pattern Recognition (PR), Vol. 44, No. 1, pp. 117-132, January 2011.

C.C. Loy, T. Xiang and S. Gong. Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding. International Journal of Computer Vision (IJCV), Vol. 90, No. 1, pp. 106-129, October 2010.

K. Bashir, T. Xiang and S. Gong. Gait Recognition without Subject Cooperation. Pattern Recognition Letters, Vol. 31, No. 13, pp. 2052-2060, October 2010.

J. Zhang and S. Gong. Action Categorisation by Structural Probabilistic Latent Semantic Analysis. Computer Vision and Image Understanding (CVIU), Vol. 114, No. 8, pp. 857-864, August 2010.

J. Zhang and S. Gong. Action Categorisation with Modified Hidden Conditional Random Field. Pattern Recognition (PR), Vol. 43, No. 1, pp. 197-203, January 2010.

C. Shan, S. Gong and P. McOwan. Facial Expression Recognition based on Local Binary Patterns: A Comprehensive Study. Image and Vision Computing, Vol. 27, No. 6, pp. 803-816, May 2009. 2nd Most Cited IVC paper

J. Zhang and S. Gong. People Detection in Low-Resolution Video with Non-Stationary Background. Image and Vision Computing, Vol. 27, No. 4, pp. 437-443, March 2009.

Y. Wang, T. Mei, S. Gong and X. Hua. Combining Global, Regional and Contextual Features for Automatic Image Annotation.Pattern Recognition, Vol. 42, No. 2, pp. 259-266, February 2009.

T. Xiang and S. Gong. Optimising Dynamic Graphical Models for Video Content Analysis. Computer Vision and Image Understanding, Vol. 112, No. 3, pp. 310-323, December 2008.

T. Xiang and S. Gong. Incremental and Adaptive Abnormal Behaviour Detection. Computer Vision and Image Understanding, Vol. 111, No. 1, pp. 59-73, July 2008.

T. Xiang and S. Gong. Activity based Surveillance Video Content Modelling. Pattern Recognition, Vol. 41, No. 7, pp. 2309-2326, July 2008.

K. Jia and S. Gong. Generalised Face Super-Resolution. IEEE Transactions on Image Processing, Vol. 17, No. 6, pp. 873-886, June 2008.

C. Shan, S. Gong and P. McOwan. Fusing Gait and Face Cues for Human Gender Recognition. Neurocomputing, 71(10-12): 1931-1938, 2008.

T. Xiang and S. Gong. Video Behaviour Profiling for Anomaly Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 30, No. 5, pp. 893-908, May 2008.

T. Xiang and S. Gong. Spectral Clustering with Eigenvector Selection. Pattern Recognition, Vol. 41, No. 3, pp. 1012-1029, March 2008.

T. Xiang and S. Gong. Model Selection for Unsupervised Learning of Visual Context. International Journal of Computer Vision, Vol. 69, No. 2, pp. 181-201, 2006.

T. Xiang and S. Gong. Beyond Tracking: Modelling Activity and Understanding Behaviour. International Journal of Computer Vision, Vol. 67, No. 1,  pp. 21-51, 2006.

K. Jia and S. Gong. Hallucinating Multiple Occluded Face Images of Different Resolutions. Pattern Recognition Letters, Vol. 27, No. 15, pp. 1768-1775, November 2006.

Y. Li, S. Gong, J. Sherrah and H. Liddell. Support Vector Machine based Multi-view Face Detection and Recognition. Image and Vision Computing, Vol. 22, No. 5, pp. 413-427, 2004.

J. Ng and S. Gong. Learning Pixel-wise Signal Energy for Understanding Semantics. Image and Vision Computing, Vol. 21, No. 13-14, pp. 1171-1182, December 2003.

Y. Li, S. Gong and H. Liddell. Recognising Trajectories of Facial Identities Using Kernel Discriminant Analysis. Image and Vision Computing, Vol. 21, No. 13-14, pp. 1077-1086, December 2003.

Y. Li, S. Gong and H. Liddell. Constructing Facial Identity Surfaces for Recognition. International Journal of Computer Vision, Vol. 53, No. 1, pages 71-92, June 2003.

S. Gong and T. Xiang. Scene Event Recognition Without Tracking. Special issue on visual surveillance, Acta Automatica Sinica, Vol. 29, No. 3, pages 321-331, May 2003.

S. Gong and H. Buxton. Editorial: Understanding Visual Behaviour, Image and Vision Computing, Special Issue on Understanding Visual Behaviour, Vol. 20, No. 12, pages 825-826, October 2002.

S. Gong, J. Ng and J. Sherrah. On the Semantics of Visual Behaviour, Structured Events and Trajectories of Human Action. Image and Vision Computing, Vol. 20, No. 12, pages 873-888, October 2002.

S. Gong, A. Psarrou and S. Romdhani. Corresponding Dynamic Appearances. Image and Vision Computing, Vol. 20, No. 4, pages 307-318, 2002.

A. Psarrou, S. Gong and M. Walter. Recognition of Human Gestures and Behaviour. Image and Vision Computing, Vol. 20, No. 5-6, pages 349-358, 2002.

J. Ng and S. Gong. Composite Support Vector Machines for the Detection of Faces across Views and Pose Estimation. Image and Vision Computing, Vol. 20, No. 5-6, pages 359-368, 2002.

E-J. Ong and S. Gong. The Dynamics of Linear Combinations. Image and Vision Computing, Vol. 20, No. 5-6, pages 397-414, 2002.

J. Sherrah, S. Gong and E-J. Ong. Face Distribution in Similarity Space under Varying Head Pose. Image and Vision Computing, Vol.19, No.11, pp. 807-819, 2001.

J. Sherrah and S. Gong. Fusion of Perceptual Cues for Robust Tracking of Head Pose and Position. Pattern Recognition, Vol.34, No.8, pp. 1565-1572,  2001 (download QMUL Multiview Face Dataset).

S. McKenna, Y. Raja and S. Gong. Tracking Colour Objects Using Adaptive Mixture Models. Image and Vision Computing. Vol. 17, No. 3/4, pp. 225-231, March 1999.

S. McKenna, S. Gong and Y. Raja. Modelling Facial Colour and Identity with Gaussian Mixtures. Pattern Recognition. Vol. 31, No. 12, pp. 1883-1892, 1998.

S. McKenna and S. Gong. Real-time Face Pose Estimation. International Journal on Real Time Imaging, Special Issue on Real-time Visual Monitoring and Inspection. Vol. 4, pp. 333-347, 1998.

H. Buxton and S. Gong. Visual Surveillance in a Dynamic and Uncertain World. Artificial Intelligence, Special volume on computer vision, Vol. 78, No. 1-2, October 1995.