Outstanding graduates are invited to apply for full PhD Studentships within the Research Institute. For further details, please click Here

Representative SCI journal publications by the members of the Research Institute are given below:

  1. J. Li, Z. Jie, Y. Zhou, L. Ma and J. Jiang (2023) ‘Weakly Supervised Semantic Segmentation via Self-Supervised Destruction Learning’, Accepted to Neurocomputing, 2023.

  2. Y. Zhou, Y. Chen, X. Zhang, P. Lai, L. Huang and J. Jiang (2023) ‘A lightweight recurrent learning network for sustainable compressed sensing’, IEEE Transactions on Emerging Topics in Computational Intelligence, DoI: 10.1109/TETCI.2023.3271322.

  3. W. Xie, M. Wang, D. Lin, B. Shi and J. Jiang (2023) ‘Surface Geometry Processing: An Efficient Normal-based Detail Representation’, IEEE Transactions on Pattern Analysis & Machine Intelligence (minor revision).

  4. Q. Zhang Q., S. Wang, X. Wang, S. Kwong and J. Jiang (2022) ‘Adaptive Viewpoint Feature Enhancement Based Binocular Stereoscopic Image Saliency Detection’, IEEE Transactions on Circuits & Systems for Video Technology, DOI: 10.1109/TCSVT.2022.3171563.

  5. W. Wu, J. Weng, P. Zhang, X. Wang, W. Yang, J. Jiang, ‘Retinex-Net: Retinex-based Deep Unfolding Network for Low-light Image Enhancement’, CVPR2022.

  6. Yingying Zhu, Xiaoyan Huang, Qiang Huang, Qi Tian. Large-scale Video Copy Retrieval with Temporal-concentration SIFT,Neurocomputing , 2016.(accepted)

  7. Yang Y and Jiang J (2015) ‘Hybrid sampling-based clustering ensemble with global and local constitutions’,IEEE Transactions on Neural Networks & Learning Systems , DoI: 10.1109/TNNLS.2015.2430821

  8. Li K, Zhu Y. Yang J. and Jiang J. (2015) ‘Non-Rigid Structure from Motion via Sparse Representation’, IEEE Transactions on Cybernetics, Vol 45, pp1401-1413, Aug. 2015

  9. Zhang J., Han Y. and Jiang J. (2015) 'Tensor rank selection for multimedia', Journal of Visual Communication and Image Representation, Vol 30, pp376-392, ELSEVIER Jul. 2015.

  10. Xiao Z.,Jiang J . and Zhu Y. et al (2015) ‘A solution of dynamic VMs placement problem for energy consumption optimization based on evolutionary game theory’,Journal of Systems and Software , Vol 101, pp260-272, Mar. 2015.

  11. Zhang J., Han Y. and Jiang J. (2015) ‘Tucker decomposition Based Tensor Learning for Human Action Recognition’, Multimedia Systems Journal, Springer;

  12. Song X, Zhang J., Han Y. andJiang J . (2015) ‘Semi-supervised feature selection via hierarchical regression for WEB image classification’, Multimedia Systems Journal, May 2015, DOI 10.1007/s00530-014-0390-0;

  13. Zhang Y. Ren J., and Jiang J. (2015) "Combining MLC and SVM Classifiers for Learning Based Decision Making: Analysis and Evaluations,"Computational Intelligence and Neuroscience , Article ID 423581, 8 pages, doi:10.1155/2015/423581.

  14. Sheng-hua Zhong, Yan Liu, Bin Li, Jing Long, Query-oriented unsupervised multi-document summarization via deep learning model, 2015, Expert Systems with Applications, 42, 21, 8146-8155..

  15. Sheng-hua Zhong, Yan Liu, Qing-cai Chen, Visual orientation inhomogeneity based scale-invariant feature transform, 2015,Expert Systems with Application , 42,13, 5658-5667.

  16. Wei Gao, Sam Kwong, Hui Yuan,Xu Wang , DCT Coefficient Distribution Modeling and Quality Dependency Analysis Based Frame-level Bit Allocation for HEVC, IEEE Transactions on Circuits and Systems for Video Technology. (2015, in press, DOI:  10.1109/TCSVT.2015.2444671)

  17. Hui Yuan, Sam Kwong, Xu Wang, Wei Gao, Yun Zhang, Rate Distortion Optimized Inter-View Frame Level Bit Allocation Method for MV-HEVC, IEEE Transactions on Multimedia, vol. 17, no. 12, .pp. 2134- 2146, Dec. 2015.

  18. Hui Yuan, Sam Kwong,Xu Wang , Yun Zhang, Fengrong Li, A Virtual View PSNR Estimation Method for 3-D Videos,IEEE Transactions on Broadcasting . (2015, in press, DOI: 10.1109/TBC.2015.2492461)

  19. Yun Zhang, Sam Kwong,Xu Wang , Zhaoqing Pan, Hui Yuan, Long Xu, Machine Learning based CU Depth Decision for Flexible Complexity Allocation in High Efficiency Video Coding, IEEE Transactions on Image Processing, vol. 24, no. 7, pp. 2225-2238, Jul. 2015.

  20. Ren J. Vlachos T., Zhang Y., Zheng J. and Jiang J. (2014) ‘Gradient-based Subspace Phase Correlation for Fast and Effective Image Alignment’, Journal of Visual Communication and Image Representation,Vol 25, No 7, pp 1558-1565;

  21. Xu Wang, Sam Kwong, Long Xu, Yun Zhang (2014), "Generalized Nash Bargaining Solution to Rate Control Optimization for Spatial Scalable Video Coding", IEEE Transactions on Image Processing, 23(9): 4010-4021;

  22. Hui Yuan, Sam Kwong, Chuan Ge, Xu Wang, Yun Zhang (2014), ‘Interview Rate Distortion Analysis-Based Coarse to Fine Bit Allocation Algorithm for 3D Video Coding’, IEEE Transactions on Broadcasting, 60(4):614-625;

  23. You Yang, Xu Wang, Tao Guan, Jialie Shen, Li Yu (2014), "A Multi-dimensional Image Preference Prediction Model for User Generated Images in Social Networks", Information Sciences, 281:601-610;

  24. Xiaoyan Zhang, Kap Luk Chan, and Martin Constable (2014), “Atmospheric Perspective Contrast Enhancement of Landscape Photographs through Depth-aware Contrast Manipulation”, IEEE Transactions on Multimedia, 16 (3), pp. 653 – 667;

  25. Song X, Zhang J., Han Y. and Jiang J. (2014) ‘Semi-supervised feature selection via hierarchical regression for WEB image classification’, Multimedia System Journal, May 2014, DOI 10.1007/s00530-014-0390-0;

  26. Yang Y and Jiang J (2014) ‘HMM-based hybrid meta-clustering ensemble for temporal data’, Knowledge-Based Systems, Elesevier, Vol 56, January, 2014, pp299-310;                

  27. Sheng J and Jiang J (2014) ‘Recognition of Chinese artists via windowed and entropy balanced fusion and classification of their authored IWPs’, Pattern Recognition, Vol 47, No 2, pp 612-622;                

  28. Xiaoyan Zhang, Martin Constable, and Kap Luk Chan (2014), “Exemplar-based Portrait Photograph Enhancement as informed by Portrait Paintings”, Computer Graphics Forum, 33(8), pp.38-51;

  29. E. Rodrignez-Martinez, T. Mu, J. Jiang and J.Y. Goulermas (2013) ‘Automated Induction of Heterogeneous Proximity Measures for Supervised Spectral Embedding’, IEEE Transactions on Neural Networks & Learning systems, Vol 24, No 10, pp1575-1587;                

  30. Mu T., Jiang J. and Wang Y. (2013) ‘Heterogeneous Delay Embeddings for Travel Time and Energy Cost Prediction via Regression Analysis’, IEEE Transactions on Intelligent Transportation Systems, Vol 14, No 1, pp214-224;                

  31. Sheng-hua Zhong, Yan Liu, Yang Liu, Changsheng Li (2013), “Water Reflection Recognition Based on Motion Blur Invariant Moments in Curvelet Space”, IEEE Transactions on Image Processing, Vol 22, No 11.                

  32. Wang Y. Jiang J and Mu T. (2013) ‘Context-Aware and Energy-Driven Route Optimization for Fully Electric Vehicle via crowdsourcing’ IEEE Transactions on Intelligent Transportation Systems, Vol 14, No 3, pp1331-1345;

  33. Han Y, Wu F, Zhuang Y, Tao D and Jiang J. (2012) 'Sparse unsupervised dimensionality reduction for multiple view data', IEEE Transactions on Circuits and Systems for Video Technology, Vol 22, No 10, Oct 2012, pp1485-1496;

  34. Mu T. Jiang J. Wang Y. and Goulermas J.Y.(2012) ‘An adaptive data embedding framework for multi-class classification’, IEEE Transactions on Neural Networks and Learning Systems, Vol. 23, No. 8, pp. 1291-1303;                

  35. Weng Y and Jiang J (2011): "Fast Camera Motion Estimation in MPEG Compressed Domain" IEEE Transactions on Consumer Electronics, IEEE, 57 (3): 1329-1335.

  36. K. Li, Q. Dai, W. Xu, J. Yang and J. Jiang (2011), Three-Dimensional motion estimation via matrix completion”, IEEE Trans. Systems, Man, and Cybernetics, Part B: Cybernetics, No.99, pp.1-13;

  37. Jiang J, Charles J and Demestichas K (2011): "EcoGem: A European Framework-7 project towards cooperative and intelligent optimization of travel planning and energy saving for drivers of fully electric vehicles" IEEE Vehicular Technology Magazine, IEEE, 6 (3): 22-26.

  38. Feng Y, Ren J and Jiang J (2011): "Object-based 2D-to-3D Video Conversion for Effective Stereoscopic Content Generation in 3D-TV Applications" IEEE Transactions on Broadcasting, 57 (2): 500-509.

  39. Khelifi F and Jiang J (2010): "k-NN regression to improve statistical feature extraction for texture retrieval" IEEE Transactions on Image Processing, 20 (1): 293-298.

  40. Qing C, Jiang J and Yang Z (2010): "Normalized Co-occurrence Mutual Information for Facial Pose Detection inside Videos" IEEE Transactions on Circuits, Systems and Video Technology, 20 (11): 1898-1902.

  41. Jiang J, Köhler J, Williams C.M., Zaletelj J and Güntner J (2011): "LIVE: an integrated production and feedback system for intelligent and interactive TV broadcasting" IEEE Transactions on Broadcasting, IEEE, USA, 57 (3): 646-661.

  42. Khelifi F and Jiang J (2010): "Perceptual Image Hashing Based on Fake Watermark Detection" IEEE Transactions on Image Processing, IEEE, USA, 19 (4): 981-994.

  43. Ren J, Jiang J and Vlachos T (2010): "High-accuracy sub-pixel motion estimation from sub-pixel based noisy images in Fourier domain" IEEE Transactions on Image Processing, IEEE, 19 (5): 1379-1384.

  44. Khelifi F and Jiang J. (2010): "Analysis of the Security of Perceptual Image Hashing Based on Non Negative Matrix Factorization" IEEE Signal Processing Letters, IEEE, 17 (1): 43-46.

  45. Ren J. and Jiang J. ‘(2009): "Hierarchical Modelling and Adaptive Clustering for Real-time Summarization of Rush Videos"  IEEE Transactions on Multimedia, Vol 11, No 5, IEEE, pp906-917;                

  46. Ren J., Jiang J. and Chen J. (2009) “Shot boundary detection in MPEG videos using local and global indicators”, IEEE Transactions on Circuits, Systems and Video Tech, Vol 19, No 3, pp1234-1238;

  47. Jiang J., Qiu K. and G. Xiao (2008) “An edge block content descriptor for MPEG compressed videos”, IEEE Transactions on Circuits, Systems and Video Tech. Vol 18, No 7, pp 994-998;

  48. Jiang J. and Xiao G. (2006) “Adding lossless compression to MPEGs”, IEEE Transactions on Multimedia, Vol 18, No 3, pp622-625;                

  49. Jiang J. and Weng Y. (2004) “Video Extraction for Fast Content Access to MPEG Compressed Videos” IEEE Transactions on Circuits, Systems and Video Technology, Vol 14, No 5, 2004,pp595-605;

  50. Grecos C and Jiang J (2003), ‘On-line improvement of rate-distortion performance in MPEG-2 rate control’, IEEE Transactions on Circuit, Systems and Video Technology, Vol 13, No 6, pp519-528.

  51. Jiang J. and Edirisinghe E.A. (2002): "A hybrid scheme for low-bit rate stereo image compression" IEEE Transactions on Imaging Processing, IEEE, 11 (2): 123-134;

  52. Jiang J. and Feng G.C. (2002): "The spatial relationship of DCT coefficients between a block and its sub-blocks" IEEE Transactions on Signal Processing, IEEE, 50 (5): 1160-1169;

Research Institute for Future Media Computing,Shenzhen University 2014 - 2022