Jungong Han - Publications & Outputs - Research Portal

Dr Jungong Han

Formerly at Lancaster University

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2013
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2015
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2016
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2017
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Zero-shot Recognition via Direct Classiﬁer Learning with Transferred Samples and Pseudo Labels
Guo, Y., Ding, G., Han, J. & Gao, Y., 13/02/2017, PROCEEDINGS OF THE THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-NINTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE. AAAI, 182
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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, CVPR 2017. Computer Vision Foundation, p. 1627-1636 10 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Dynamic Multi-view Hashing for Online Image Retrieval
Xie, L., Shen, J., Han, J., Zhu, L. & Shao, L., 19/08/2017, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. Sierra, C. (ed.). Melbourne: IJCAI, p. 3133-3139 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Synthesizing Samples fro Zero-shot Learning
Guo, Y., Ding, G., Han, J. & Gao, Y., 19/08/2017, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. Sierra, C. (ed.). Melbourne: IJCAI, p. 1774-1780 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
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, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. Sierra, C. (ed.). Melbourne: IJCAI, p. 3511-3517 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Unsupervised Deep Video Hashing with Balanced Rotation
Wu, G., Liu, L., Guo, Y., Ding, G., Han, J., Shen, J. & Shao, L., 19/08/2017, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. Sierra, C. (ed.). Melbourne: IJCAI, p. 3076-3082 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
E-pub ahead of print
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, (E-pub ahead of print) In: IEEE Journal of Selected Topics in Signal Processing.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
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
2018
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
2019
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
2020
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
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
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
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
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
2023
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

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Dr Jungong Han

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