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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

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