Journal Papers
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.
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Conference Papers
2021
Pan Li, Yanwei Fu, Shaogang Gong. Regularising Knowledge Transfer by Meta Functional Learning. In Proc. International Joint Conference on Artificial Intelligence, Montreal, Canada, August 2021
Pan Li, Guile Wu, Shaogang Gong, Xu Lan. Semi-Supervised Few-Shot Learning with Pseudo Label Refinement. In Proc. IEEE International Conference on Multimedia and Expo, Shenzhen, China, July 2021.
Guile Wu and Shaogang Gong. Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification. In Proc. AAAI Conference on Artificial Intelligence, February 2021.
Guile Wu and Shaogang Gong. Generalising without Forgetting for Lifelong Person Re-Identification. In Proc. AAAI Conference on Artificial Intelligence, February 2021.
Guile Wu and Shaogang Gong. Peer Collaborative Learning for Online Knowledge Distillation. In Proc. AAAI Conference on Artificial Intelligence, February 2021.
Yik Lung Pang, Alessio Xompero, Changjae Oh, Andrea Cavallaro. Towards safe human-to-robot handovers of unknown containers. in Proc. IEEE Int. Conf. Robot Human Interactive Commun. (RO-MAN), 2021.
Francesca Palermo, Liz Katherine Rincon Ardila, Changjae Oh, Kaspar Althoefer, Stefan Poslad, Gentiane Venture, Ildar Farkhatdinov. Multi-modal robotic visual-tactile localisation and detection of surface cracks. in Proc. IEEE Int. Conf. Autom., Sci. Eng. (CASE), 2021.
Changjae Oh, Yik Lung Pang, Andrea Cavallaro OHPL: One-shot Hand-eye Policy Learner. in Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst. (IROS), 2021.
2020
Guan’an Wang, Shaogang Gong, Jian Cheng, Zengguang Hou. Faster Person Re-Identification. In Proc. European Conference on Computer Vision, Glasgow, Scotland, August 2020.
Jiabo Huang, Shaogang Gong, Xiatian Zhu. Deep Semantic Clustering by Partition Confidence Maximisation. In Proc. IEEE Conference on Computer Vision and Pattern Recognition, Seattle, Washington, USA, June 2020.
Yanbei Chen, Shaogang Gong, Loris Bazzani. Image Search with Text Feedback by Visionlinguistic Attention Learning. In Proc. IEEE Conference on Computer Vision and Pattern Recognition, Seattle, Washington, USA, June 2020. (featured in Amazon Science Blog and deeplearning.ai)
Zhiyi Cheng, Qi Dong, Shaogang Gong, Xiatian Zhu. Inter-Task Association Critic for Cross-Resolution Person Re-Identification. In Proc. IEEE Conference on Computer Vision and Pattern Recognition, Seattle, Washington, USA, June 2020.
Zhiyi Cheng, Xiatian Zhu, Shaogang Gong. Characteristic Regularisation for Super-Resolving Face Images. In Proc. IEEE Winter Conference on Applications of Computer Vision, Snowmass, Colorado, USA, March 2020.
Wei Li, Shaogang Gong, Xiatian Zhu. Neural Graph Embedding for Neural Architecture Search. In Proc. AAAI Conference on Artificial Intelligence, New York City, USA, February 2020.
Jiabo Huang, Qi Dong, Shaogang Gong, Xiatian Zhu. Unsupervised Deep Learning via Affinity Diffusion. In Proc. AAAI Conference on Artificial Intelligence, New York City, USA, February 2020.
Guile Wu, Xiatian Zhu, Shaogang Gong. Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification. In Proc. AAAI Conference on Artificial Intelligence, New York City, USA, February 2020.
Yanbei Chen, Xiatian Zhu, Wei Li, Shaogang Gong. Semi-Supervised Learning under Class Distribution Mismatch. In Proc. AAAI Conference on Artificial Intelligence, New York City, USA, February 2020.
L. Wang, H. Gjoreski, M. Ciliberto, P. Lago, K. Murao, T. Okita, and D. Roggen, Summary of the Sussex-Huawei locomotion-transportation recognition challenge 2020, Proc. 2020 ACM International Joint Conference and 2020 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers (UbiComp’ 20), 351-358, Virtual Event, Mexico, 2020.
Ali Shahin Shamsabadi, Changjae Oh, and Andrea Cavallaro. Edgefool: An Adversarial Image Enhancement Filter. in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), May 2020.