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Research

Dr Jungong Han

Formerly at Lancaster University

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  1. 2023
  2. E-pub ahead of print

    Multilayer Evolving Fuzzy Neural Networks

    Gu, X., Angelov, P., Han, J. & Shen, Q., 16/05/2023, (E-pub ahead of print) In: IEEE Transactions on Fuzzy Systems. p. 1-12 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. 2020
  4. Published

    Semantic segmentation with hybrid pyramid pooling and stacked pyramid structure

    Lian, X., Pang, Y., Han, J. & Pan, J., 14/10/2020, In: Neurocomputing. 410, p. 454-467 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    On Aggregation of Unsupervised Deep Binary Descriptor with Weak Bits

    Wu, G., Lin, Z., Ding, G., Ni, Q. & Han, J., 30/09/2020, In: IEEE Transactions on Image Processing. 29, p. 9266 - 9278 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Pruning convolutional neural networks with an attention mechanism for remote sensing image classification

    Zhang, S., Wu, G., Gu, J. & Han, J., 27/07/2020, In: Electronics (Switzerland). 9, 8, p. 1-19 19 p., 1209.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Multi-layer Attention Based CNN for Target-Dependent Sentiment Classification

    Zhang, S., Xu, X., Pang, Y. & Han, J., 1/06/2020, In: Neural Processing Letters. 51, 3, p. 2089-2103 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    Attribute-Guided Network for Cross-Modal Zero-Shot Hashing

    Ji, Z., Sun, Y., Yu, Y., Pang, Y. & Han, J., 1/01/2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 1, p. 321-330 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. 2019
  10. Published

    Survey on GAN-based face hallucination with its model development

    Liu, H., Zheng, X., Han, J., Chu, Y. & Tao, T., 12/12/2019, In: IET Image Processing. 13, 14, p. 2662-2672 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Published

    Joint Image-Text Hashing for Fast Large-Scale Cross-Media Retrieval Using Self-Supervised Deep Learning

    Wu, G., Han, J., Lin, Z., Ding, G., Zhang, B. & Ni, Q., 1/12/2019, In: IEEE Transactions on Industrial Electronics. 66, 12, p. 9868 - 9877 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. Published

    Guest editorial: Automatic facial and bodily expression perception for human behaviour understanding

    Zhang, L., Lim, C. P. & Han, J., 1/11/2019, In: Multimedia Tools and Applications. 78, 21, p. 30331–30334 4 p.

    Research output: Contribution to Journal/Magazine › Editorial › peer-review

  13. Published

    Deep Manifold Structure Transfer for Action Recognition

    Li, C., Zhang, B., Chen, C., Ye, Q., Han, J., Guo, G. & JI, R., 1/09/2019, In: IEEE Transactions on Image Processing. 28, 9, p. 4646 - 4658 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. Published

    Attention module-based spatial-temporal graph convolutional networks for skeleton-based action recognition

    Kong, Y., Li, L., Zhang, K., Ni, Q. & Han, J., 30/08/2019, In: Journal of Electronic Imaging. 28, 4, 043032.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    DECODE: Deep Confidence Network for Robust Image Classification

    Ding, G., Guo, Y., Chen, K., Chu, C., Han, J. & Dai, Q., 1/08/2019, In: IEEE Transactions on Image Processing. 28, 8, p. 3752 - 3765 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Published

    Salient object detection employing a local tree-structured low-rank representation and foreground consistency

    Zhang, Q., Huo, Z., Liu, Y., Pan, Y., Shan, C. & Han, J., 1/08/2019, In: Pattern Recognition. 92, p. 119-134 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. Published

    SAR image change detection based on deep denoising and CNN

    Cao, X., Ji, Y., Wang, L., Ji, B., Jiao, L. & Han, J., 25/07/2019, In: IET Image Processing. 13, 9, p. 1509-1515 7 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. Published

    Complex deep learning and evolutionary computing models in computer vision

    Zhang, L., Lim, C. P. & Han, J., 1/07/2019, In: Complexity. 2019, 2 p., 1671340.

    Research output: Contribution to Journal/Magazine › Editorial › peer-review

  19. Published

    Flexible unsupervised feature extraction for image classification

    Liu, Y., Nie, F., Gao, Q., Gao, X., Han, J. & Shao, L., 1/07/2019, In: Neural Networks. 115, p. 65-71 7 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    ST-CNN: Spatial-Temporal Convolutional Neural Network for crowd counting in videos

    Miao, Y., Han, J., Gao, Y. & Zhang, B., 1/07/2019, In: Pattern Recognition Letters. 125, p. 113-118 6 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    Salient Object Detection Via Two-Stage Graphs

    Liu, Y., Han, J., Zhang, Q. & Wang, L., 1/04/2019, In: IEEE Transactions on Circuits and Systems for Video Technology. 29, 4, p. 1023 - 1037 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. Published

    Unsupervised Deep Video Hashing via Balanced Code for Large-Scale Video Retrieval

    Wu, G., Han, J., Guo, Y., Liu, L., Ding, G., Ni, Q. & Shao, L., 04/2019, In: IEEE Transactions on Image Processing. 28, 4, p. 1993-2007 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    Zero-shot multi-label learning via label factorisation

    Shao, H., Guo, Y., Ding, G. & Han, J., 1/03/2019, In: IET Computer Vision. 13, 2, p. 117-124 8 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. Published

    Hyperspectral image denoising via minimizing the partial sum of singular values and superpixel segmentation

    Liu, Y., Shan, C., Gao, Q., Gao, X., Han, J. & Cui, R., 22/02/2019, In: Neurocomputing. 330, p. 465-482 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

    Class-specific synthesized dictionary model for Zero-Shot Learning

    Ji, Z., Wang, J., Yu, Y., Pang, Y. & Han, J., 15/02/2019, In: Neurocomputing. 329, p. 339-347 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

    Personalized emotion recognition by personality-aware high-order learning of physiological signals

    Zhao, S., Gholaminejad, A., Ding, G., Gao, Y., Han, J. & Keutzer, K., 1/02/2019, In: ACM Transactions on Multimedia Computing, Communications, and Applications. 15, 1S, 18 p., 14.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    Taylor convolutional networks for image classification

    Wang, X., Li, C., Mou, Y., Zhang, B., Han, J. & Liu, J., 7/01/2019, 2019 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE, p. 1271-1279 9 p. 8658713

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  28. Published

    Optimized Projection for Hashing

    Chu, C., Gong, D., Chen, K., Guo, Y., Han, J. & Ding, G., 01/2019, In: Pattern Recognition Letters. 117, p. 169-178 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  29. Published

    Single Image Super-Resolution Using Multi-Scale Deep Encoder-Decoder with Phase Congruency Edge Map Guidance

    Liu, H., Zilin, F., Han, J., Shao, L., Shudong, H. & Yuezhong, C., 01/2019, In: Information Sciences. 473, p. 44-58 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  30. 2018
  31. Published

    Discriminant Analysis via Joint Euler Transform and ℓ2, 1-Norm

    Liao, S., Gao, Q., Yang, Z., Chen, F., Nie, F. & Han, J., 11/2018, In: IEEE Transactions on Image Processing. 27, 11, p. 5668-5682 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  32. Published

    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., 11/2018, In: ISPRS Journal of Photogrammetry and Remote Sensing. 145, Part A, p. 184-196 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  33. Published

    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., 11/2018, In: Pattern Recognition. 83, p. 299-313 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  34. Published

    Arbitrary View Action Recognition via Transfer Dictionary Learning on Synthetic Training Data

    Zhang, J., Shum, H., Han, J. & Shao, L., 10/2018, In: IEEE Transactions on Image Processing. 27, 10, p. 4709-4723 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  35. Published

    Fast Hyperspectral Band Selection Based on Spatial Feature Extraction

    Cao, X., Ji, Y., Wang, L., Ji, B., Jiao, L. & Han, J., 10/2018, In: Journal of Real-Time Image Processing. 15, 3, p. 555-564 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  36. Published

    Unconstrained Face Recognition Using A Set-to-Set Distance Measure on Deep Learned Features

    Zhao, J., Han, J. & Shao, L., 10/2018, In: IEEE Transactions on Circuits and Systems for Video Technology. 28, 10, p. 2679-2689 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  37. Published

    High-fidelity inhomogeneous ground clutter simulation of airborne phased array PD radar aided by digital elevation model and digital land classification data

    Li, H., Wang, J., Fan, Y. & Han, J., 3/09/2018, In: Sensors. 18, 9, 16 p., 2925.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  38. Published

    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.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  39. Published

    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.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  40. Published

    Modulated Convolutional Networks

    Wang, X., Zhang, B., Li, C., Ji, R., Han, J., Liu, J. & Cao, X., 18/06/2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition. IEEE, p. 840-848 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  41. Published

    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.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  42. Published

    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.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  43. Published

    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.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  44. Published

    Auto-balanced filter pruning for efficient convolutional neural networks

    Ding, X., Ding, G., Han, J. & Tang, S., 27/04/2018, THE THIRTY-SECOND AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE THE THIRTIETH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE THE EIGHTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE.. AAAI, p. 6797-6804 8 p. (THE THIRTY-SECOND AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE THE THIRTIETH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE THE EIGHTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE.).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  45. E-pub ahead of print

    Are mid-air dynamic gestures applicable to user identification?

    Liu, H., Dai, L., Hou, S., Han, J. & Liu, H., 18/04/2018, (E-pub ahead of print) In: Pattern Recognition Letters.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  46. Published

    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., 1/03/2018, In: Information Fusion. 40, p. 57-75 19 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  47. Published

    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.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  48. Published

    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.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  49. Published

    On Trivial Solution and High Correlation Problems in Deep Supervised Hashing

    Guo, Y., Zhao, X., Ding, G. & Han, J., 1/02/2018, 32nd AAAI Conference on Artificial Intelligence 2018. Palo Alto: AAAI, p. 2240-2247 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  50. Published

    Robust Quantization for General Similarity Search

    Guo, Y., Ding, G. & Han, J., 1/02/2018, In: IEEE Transactions on Image Processing. 27, 2, p. 949-963 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  51. Published

    Temporal-difference Learning with Sampling Baseline for Image Captioning

    Chen, H., Ding, G., Zhao, S. & Han, J., 1/02/2018, 32nd AAAI Conference on Artificial Intelligence 2018. Palo Alto: AAAI, p. 6706-6713 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  52. Published

    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.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  53. Published

    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.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  54. 2017
  55. Published

    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.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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