Dr Jungong Han

Senior International Lecturer

Profile

Dr. Jungong Han is currently a Senior Lecturer (Associate Professor) with the School of Computing & Communications at Lancaster University, UK, Previously, he was a senior lecturer (2015-2017) with the Department of Computer Science and Digital Technologies at Northumbria University, Newcastle, UK, a senior scientist (2012-2015) with Civolution (Philips CI), a staff member (2010-2012) with the Centre for Mathematics and Computer Science (CWI), a senior researcher (2005-2010) with the Technical University of Eindhoven (TU/e) in Netherlands, and a research assistant (2003) with Microsoft Research Asia. During the periods of his employment in Netherlands, he actively participated in European projects, including ITEA CANDELA project, ITEA CANTATA (topic leader) project and FP7 FIRESENSE project. He received UK Royal Society Newton Mobility Grant in 2016. Dr. Han’s research interests include Computer Vision, Artificial Intelligence and Machine Learning. He has written and co-authored over 100 papers including 3 invited papers in these areas. He is an Associate Editor of Elsevier Neurocomputing and an Editorial Board Member of Springer Multimedia Tools and Applications. He served as TPC member, Session Chair, and the reviewer for various conferences and journals. He has been (lead) Guest Editor for five international journals, such as IEEE-T-SMCB, IEEE-T-NNLS. Since 2009, he is a voting member of IEEE Multimedia Communications Technical Committee (MMTC). Since 2012, he has been a member of IEEE Industry DSP Technology Standing Committee. Apart from publishing scientific articles, Dr. Han also dedicates to transferring the academic achievements to commercial products. During his employment with TU/e, his software (C implementation of the proposed algorithm) has been commercialized and utilized by a start-up company. During the period of working in Civolution, his Audio Fingerprinting algorithm was implemented in SyncNow product, which won several industrial awards.

Gabor Convolutional Networks
Luan, S., Chen, C., Zhang, B., Han, J., Liu, J. 09/2018 In: IEEE Transactions on Image Processing. 27, 9, p. 4357-4366. 10 p.
Journal article

Secure and Privacy-preserving Data Sharing in the Cloud based on Lossless Image Coding
Khelifi, F., Brahimi, T., Han, J., Li, X. 07/2018 In: Signal Processing. 148, p. 91-101. 11 p.
Journal article

Robust sparse representation based multi-focus image fusion with dictionary construction and local spatial consistency
Zhang, Q., Shi, T., Wang, F., Blum, R.S., Han, J. 6/06/2018 In: Pattern Recognition.
Journal article

End-to-End Feature-Aware Label Space Encoding for Multilabel Classification With Many Classes
Lin, Z., Ding, G., Han, J., Shao, L. 06/2018 In: IEEE Transactions on Neural Networks. 29, 6, p. 2472-2487. 16 p.
Journal article

Arbitrary View Action Recognition via Transfer Dictionary Learning on Synthetic Training Data
Zhang, J., Shum, H., Han, J., Shao, L. 15/05/2018 In: IEEE Transactions on Image Processing. 15 p.
Journal article

Deep Fisher Discriminant Learning for Mobile Hand Gesture Recognition
Li, C., Xie, C., Zhang, B., Chen, C., Han, J. 05/2018 In: Pattern Recognition. 77, p. 276-288. 13 p.
Journal article

Single Satellite Imagery Simultaneous Super-resolution and Colorization using Multi-task Deep Neural Networks
Liu, H., Fu, Z., Han, J., Shao, L., Liu, H. 05/2018 In: Journal of Visual Communication and Image Representation. 53, p. 20-30. 11 p.
Journal article

Fast Hyperspectral Band Selection Based on Spatial Feature Extraction
Cao, X., Ji, Y., Wang, L., Ji, B., Jiao, L., Han, J. 27/04/2018 In: Journal of Real-Time Image Processing. 10 p.
Journal article

Optimized Projection for Hashing
Chu, C., Gong, D., Chen, K., Guo, Y., Han, J., Ding, G. 19/04/2018 In: Pattern Recognition Letters.
Journal article

Are mid-air dynamic gestures applicable to user identification?
Liu, H., Dai, L., Hou, S., Han, J., Liu, H. 18/04/2018 In: Pattern Recognition Letters.
Journal article

Salient Object Detection Via Two-Stage Graphs
Liu, Y., Han, J., Zhang, Q., Wang, L. 6/04/2018 In: IEEE Transactions on Circuits and Systems for Video Technology.
Journal article

Latent Constrained Correlation Filter
Zhang, B., Luan, S., Chen, C., Han, J., Wang, W., Perina, A., Shao, L. 03/2018 In: IEEE Transactions on Image Processing. 27, 3, p. 1038-1048. 11 p.
Journal article

Single Image Super-Resolution Using a Deep Encoder-Decoder Symmetrical Network with Iterative Back Projection
Liu, H., Han, J., Hou, S., Shao, L., Ruan, Y. 03/2018 In: Neurocomputing. 282, p. 52-59. 8 p.
Journal article

Sparse representation based multi-sensor image fusion for multi-focus and multi-modality images: A review
Zhang, Q., Liu, Y., Blum, R.S., Han, J., Tao, D. 03/2018 In: Information Fusion. 40, p. 57-75. 19 p.
Journal article

One-Two-One Network for Compression Artifacts Reduction in Remote Sensing
Zhang, B., Gu, J., Chen, C., Han, J., Su, X., Cao, X., Liu, J. 17/02/2018 In: ISPRS Journal of Photogrammetry and Remote Sensing.
Journal article

Robust Quantization for General Similarity Search
Guo, Y., Ding, G., Han, J. 02/2018 In: IEEE Transactions on Image Processing. 27, 2, p. 949-963. 15 p.
Journal article

Real-Time Scalable Visual Tracking via Quadrangle Kernelized Correlation Filters
Ding, G., Chen, W., Zhao, S., Han, J., Liu, Q. 01/2018 In: IEEE Transactions on Intelligent Transportation Systems. 19, 1, p. 140-150. 11 p.
Journal article

Salient object detection employing robust sparse representation and local consistency
Liu, Y., Zhang, Q., Han, J., Wang, L. 01/2018 In: Image and Vision Computing. 69, p. 155-167. 13 p.
Journal article

Cross-View Retrieval via Probability-Based Semantics-Preserving Hashing
Lin, Z., Ding, G., Han, J., Wang, J. 20/12/2017 In: IEEE Transactions on Cybernetics. 47, 12, p. 4342-4355. 14 p.
Journal article

On Trivial Solution and High Correlation Problems in Deep Supervised Hashing
Guo, Y., Zhao, X., Ding, G., Han, J. 19/12/2017 In: 32nd AAAI Conference on Artificial Intelligence 2018.
Conference contribution

Temporal-difference Learning with Sampling Baseline for Image Captioning
Chen, H., Ding, G., Zhao, S., Han, J. 19/12/2017 In: 32nd AAAI Conference on Artificial Intelligence 2018.
Conference contribution

Multi-Temporal Depth Motion Maps-Based Local Binary Patterns for 3D Human Action Recognition
Chen, C., Liu, M., Liu, H., Zhang, B., Han, J., Kahtarnavaz, N. 7/11/2017 In: IEEE Access. 5, p. 22590-22604. 15 p.
Journal article

Hyperspectral Band Selection Using Improved Classification Map
Cao, X., Wei, C., Han, J., Jiao, L. 11/2017 In: IEEE Geoscience and Remote Sensing Letters. 14, 11, p. 2147-2151. 5 p.
Journal article

LLE Score: A New Filter-based Unsupervised Feature Selection Method Based on Nonlinear Manifold Embedding and Its Application to Image Recognition
Yao, C., Liu, Y., Jiang, B., Han, J., Han, J. 11/2017 In: IEEE Transactions on Image Processing. 26, 11, p. 5257-5269. 13 p.
Journal article

Action Recognition Using 3D histograms of Texture and A Multi-class Boosting Classifier
Zhang, B., Yang, Y., Chen, C., Yang, L., Han, J., Shao, L. 10/2017 In: IEEE Transactions on Image Processing. 26, 10, p. 4648-4660. 13 p.
Journal article

Image Reconstruction via Manifold Constrained Convolutional Sparse Coding for Image Sets
Yang, L., Li, C., Han, J., Chen, C., Ye, Q., Zhang, B., Cao, X., Liu, W. 1/09/2017 In: IEEE Journal of Selected Topics in Signal Processing.
Journal article

Dynamic Multi-view Hashing for Online Image Retrieval
Xie, L., Shen, J., Han, J., Zhu, L., Shao, L. 19/08/2017 In: Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. Melbourne : IJCAI p. 3133-3139. 7 p. Electronic ISBN: 9780999241103.
Conference contribution

Synthesizing Samples fro Zero-shot Learning
Guo, Y., Ding, G., Han, J., Gao, Y. 19/08/2017 In: Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. Melbourne : IJCAI p. 1774-1780. 7 p. Electronic ISBN: 9780999241103.
Conference contribution

TUCH: Turning Cross-view Hashing into Single-view Hashing via Generative Adversarial Nets
Zhao, X., Ding, G., Guo, Y., Han, J., Gao, Y. 19/08/2017 In: Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. Melbourne : IJCAI p. 3511-3517. 7 p. Electronic ISBN: 9780999241103.
Conference contribution

Unsupervised Deep Video Hashing with Balanced Rotation
Wu, G., Liu, L., Guo, Y., Ding, G., Han, J., Shen, J., Shao, L. 19/08/2017 In: Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. Melbourne : IJCAI p. 3076-3082. 7 p. Electronic ISBN: 9780999241103.
Conference contribution

Salient object detection based on super-pixel clustering and unified low-rank representation
Zhang, Q., Liu, Y., Liu, S., Han, J. 08/2017 In: Computer Vision and Image Understanding. 161, p. 51-64. 14 p.
Journal article

From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis
Long, Y., Liu, L., Shao, L., Shen, F., Ding, G., Han, J. 22/07/2017 In: CVPR 2017. Computer Vision Foundation p. 1627-1636. 10 p.
Conference contribution

Zero-shot Learning with Transferred Samples
Guo, Y., Ding, G., Han, J., Gao, Y. 07/2017 In: IEEE Transactions on Image Processing. 26, 7, p. 3277-3290. 14 p.
Journal article

Unconstrained Face Recognition Using A Set-to-Set Distance Measure on Deep Learned Features
Zhao, J., Han, J., Shao, L. 31/05/2017 In: IEEE Transactions on Circuits and Systems for Video Technology. 11 p.
Journal article

Learning to Hash with Optimized Anchor Embedding for Scalable Retrieval
Guo, Y., Ding, G., Liu, L., Han, J., Shao, L. 03/2017 In: IEEE Transactions on Image Processing. 26, 3, p. 1344-1354. 11 p.
Journal article

Zero-shot Recognition via Direct Classifier Learning with Transferred Samples and Pseudo Labels
Guo, Y., Ding, G., Han, J., Gao, Y. 13/02/2017 In: PROCEEDINGS OF THE THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-NINTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE. AAAI ISBN: 9781577357803 .
Conference contribution

Sequential Discrete Hashing for Scalable Cross-modality Similarity Retrieval
Liu, L., Lin, Z., Shao, L., Shen, F., Ding, G., Han, J. 01/2017 In: IEEE Transactions on Image Processing. 26, 1, p. 107-118. 12 p.
Journal article

Cosaliency Detection Based on Intrasaliency Prior Transfer and Deep Intersaliency Mining
Zhang, D., Han, J., Han, J., Shao, L. 06/2016 In: IEEE Transactions on Neural Networks. 27, 6, p. 1163-1176. 14 p.
Journal article

Learning Computational Models of Video Memorability from fMRI Brain Imaging
Han, J., Chen, C., Shao, L., Hu, X., Han, J., Liu, T. 08/2015 In: IEEE Transactions on Cybernetics. 45, 8, p. 1692-1703. 12 p.
Journal article

Enhanced Computer Vision With Microsoft Kinect Sensor: A Review
Han, J., Shao, L., Xu, D., Shotton, J. 10/2013 In: IEEE Transactions on Cybernetics. 43, 5, p. 1318-1334. 17 p.
Journal article

Bird strike prevention using video analytics.
01/05/2018 → 01/05/2019
Research

  • SCC Data Science Group

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