Browse by Person

CoRR

Song, M. and Tao, D. and Maybank, Stephen J. (2013) Sparse camera network for visual surveillance – a comprehensive survey. CoRR ,

IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Qiu, J. and Wang, X. and Maybank, Stephen J. and Tao, D. (2020) World from blur. IEEE Computer Society Conference on Computer Vision and Pattern Recognition , ISSN 1063-6919.

Wang, Q. and Teng, Z. and Xing, J. and Gao, J. and Hu, W. and Maybank, Stephen J. (2018) Learning attentions: residual attentional Siamese Network for high performance online visual tracking. IEEE Computer Society Conference on Computer Vision and Pattern Recognition , ISSN 1063-6919.

Gong, C. and Tao, D. and Wei, L. and Maybank, Stephen J. and Meng, F. and Fu, K. and Yang, Jie (2015) Saliency propagation from simple to difficult. IEEE Computer Society Conference on Computer Vision and Pattern Recognition , pp. 2531-2539. ISSN 1063-6919.

IEEE Conference on Computer Vison and Pattern Recognition 2017

Du, Y. and Yuan, C. and Hu, W. and Maybank, Stephen J. (2017) Spatio-temporal self-organizing map deep network for dynamic object detection from videos. In: UNSPECIFIED (ed.) IEEE Conference on Computer Vison and Pattern Recognition 2017. IEEE Computer Society. ISBN 9781538604588.

IEEE Geoscience and Remote Sensing Letters

Ren, Y. and Liao, L. and Maybank, Stephen J. and Zhang, Y. and Liu, X. (2017) Hyperspectral image spectral-spatial feature extraction via tensor principal component analysis. IEEE Geoscience and Remote Sensing Letters 14 (9), pp. 1431-1435. ISSN 1545-598X.

IEEE Transactions on Circuits and Systems for Video Technology

Zhang, X. and Hu, W. and Bao, H. and Maybank, Stephen J. (2013) Robust head tracking based on multiple cues fusion in the Kernel-Bayesian framework. IEEE Transactions on Circuits and Systems for Video Technology 23 (7), pp. 1197-1208. ISSN 1051-8215.

Zhang, X. and Hu, W. and Qu, W. and Maybank, Stephen J. (2010) Multiple object tracking via species-based particle swarm optimization. IEEE Transactions on Circuits and Systems for Video Technology 20 (11), pp. 1590-1602. ISSN 1051-8215.

Huang, K. and Wang, S. and Tan, T. and Maybank, Stephen J. (2009) Human behavior analysis based on a new motion descriptor. IEEE Transactions on Circuits and Systems for Video Technology 19 (12), pp. 1830-1840. ISSN 1051-8215.

Weiming, H. and Xue, Z. and Min, H. and Maybank, Stephen J. (2009) Occlusion reasoning for tracking multiple people. IEEE Transactions on Circuits and Systems for Video Technology 19 (1), pp. 114-121. ISSN 1051-8215.

Chang, S.F. and Luo, J. and Maybank, Stephen J. and Schonfeld, D. and Xu, D. (2008) An introduction to the special issue on event analysis in videos. IEEE Transactions on Circuits and Systems for Video Technology 18 (11), pp. 1469-1472. ISSN 1051-8215.

Tao, D. and Song, M. and Li, Xuelong and Shen, J. and Sun, J. and Wu, X. and Faloutsos, C. and Maybank, Stephen J. (2008) Bayesian tensor approach for 3-D face modeling. IEEE Transactions on Circuits and Systems for Video Technology 18 (10), pp. 1397-1410. ISSN 1051-8215.

IEEE Transactions on Cybernetics

Weiming, H. and Jun, G. and Yanguo, W. and Ou, W. and Maybank, Stephen J. (2014) Online Adaboost-based parameterized methods for dynamic distributed network intrusion detection. IEEE Transactions on Cybernetics 44 (1), pp. 66-82. ISSN 2168-2267.

IEEE Transactions on Image Processing

Yang, H. and Yuan, C. and Zhang, L. and Sun, Y. and Hu, W. and Maybank, Stephen J. (2020) STA-CNN: convolutional spatial-temporal attention learning for action recognition. IEEE Transactions on Image Processing 29 , pp. 5783-5793. ISSN 1057-7149.

Wang, K. and Ding, C. and Maybank, Stephen J. and Tao, D. (2019) CDPM: convolutional deformable part models for semantically aligned person re-identification. IEEE Transactions on Image Processing 29 , pp. 3416-3428. ISSN 1057-7149.

Luo, G. and Wei, J. and Hu, W. and Maybank, Stephen J. (2019) Tangent Fisher vector on matrix manifolds for action recognition. IEEE Transactions on Image Processing 29 , pp. 3052-3064. ISSN 1057-7149.

Hu, W. and Wu, B. and Wang, P. and Yuan, C. and Li, Y. and Maybank, Stephen J. (2018) Context-dependent random walk graph kernels and tree pattern graph matching kernels with applications to action recognition. IEEE Transactions on Image Processing , pp. 5060-5075. ISSN 1057-7149.

Hu, W. and Fan, Y. and Xing, J. and Sun, L. and Cai, Z. and Maybank, Stephen J. (2018) Deep constrained siamese hash coding network and load-balanced locality-sensitive hashing for near duplicate image detection. IEEE Transactions on Image Processing 27 (9), pp. 4452-4464. ISSN 1057-7149.

Gong, C. and Tao, D. and Maybank, Stephen J. and Liu, W. and Kang, G. and Yang, J. (2016) Multi-modal curriculum learning for semi-supervised image classification. IEEE Transactions on Image Processing 25 (7), pp. 3249-3260. ISSN 1057-7149.

Li, B. and Xiong, W. and Wu, O. and Hu, W. and Maybank, Stephen J. and Yan, S. (2015) Horror image recognition based on context-aware multi-instance learning. IEEE Transactions on Image Processing 24 (12), pp. 5193-5205. ISSN 1057-7149.

Song, M. and Tao, D. and Sun, S. and Chen, C. and Maybank, Stephen J. (2014) Robust 3D face landmark localization based on local coordinate coding. IEEE Transactions on Image Processing 23 (12), pp. 5108-5122. ISSN 1057-7149.

Yuan, C. and Li, X. and Hu, W. and Ling, H. and Maybank, Stephen J. (2014) Modeling geometric-temporal context with directional pyramid co-occurrence for action recognition. IEEE Transactions on Image Processing 23 (2), pp. 658-672. ISSN 1057-7149.

Hu, W. and Hu, R. and Xie, N. and Ling, H. and Maybank, Stephen J. (2014) Image classification using multiscale information fusion based on saliency driven nonlinear diffusion filtering. IEEE Transactions on Image Processing 23 (4), pp. 1513-1526. ISSN 1057-7149.

Hu, W. and Zhou, X. and Li, Wei and Luo, W. and Zhang, X. and Maybank, Stephen J. (2013) Active contour-based visual tracking by integrating colors, shapes and motions. IEEE Transactions on Image Processing 22 (5), pp. 1778-1792. ISSN 1057-7149.

Luo, Y. and Tao, D. and Geng, B. and Xu, C. and Maybank, Stephen J. (2013) Manifold regularized multitask learning for semi-supervised multilabel image classification. IEEE Transactions on Image Processing 22 (2), pp. 523-536. ISSN 1057-7149.

IEEE Transactions on Industrrial Informatics

Zhang, X. and Liu, Q. and Wang, D. and Zhao, L. and Gu, N. and Maybank, Stephen J. (2019) Self-taught semi-supervised dictionary learning with non-negative constraint. IEEE Transactions on Industrrial Informatics 16 (1), pp. 532-543. ISSN 1551-3203.

IEEE Transactions on Knowledge and Data Engineering

Hu, W. and Gao, J. and Wu, O. and Du, J. and Maybank, Stephen J. (2018) Anomaly detection using local kernel density estimation and context-based regression. IEEE Transactions on Knowledge and Data Engineering 32 (2), pp. 218-233. ISSN 1041-4347.

IEEE Transactions on Multimedia

Hu, W. and Ding, X. and Li, B. and Wang, J. and Gao, Y. and Wang, F. and Maybank, Stephen J. (2016) Multi-perspective cost-sensitive context-aware multi-instance sparse coding and its application to sensitive video recognition. IEEE Transactions on Multimedia 18 (1), pp. 76-89. ISSN 1520-9210.

IEEE Transactions on Pattern Analysis and Machine Intelligence

Zhang, Y. and Wang, C. and Maybank, Stephen J. and Tao, D. (2022) Exposure trajectory recovery from motion blur. IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (11), pp. 7490-7504. ISSN 0162-8828 (print).

Gao, J. and Wang, Q. and Xing, J. and Ling, H. and Hu, W. and Maybank, Stephen J. (2020) Tracking-by-fusion via Gaussian Process Regression extended to transfer learning. IEEE Transactions on Pattern Analysis and Machine Intelligence 42 (4), pp. 939-955. ISSN 0162-8828.

Li, B. and Yuan, C. and Xiong, W. and Hu, W. and Peng, H. and Ding, X. and Maybank, Stephen J. (2017) Multi-view multi-instance learning based on joint sparse representation and multi-view dictionary learning. IEEE Transactions on Pattern Analysis and Machine Intelligence 39 (12), pp. 2554-2560. ISSN 0162-8828.

Hu, W. and Tian, G. and Kang, Y. and Yuan, C. and Maybank, Stephen J. (2017) Dual sticky hierarchical Dirichlet process hidden Markov model and its application to natural language description of motions. IEEE Transactions on Pattern Analysis and Machine Intelligence (99), ISSN 0162-8828.

Hu, W. and Gao, J. and Xing, J. and Zhang, C. and Maybank, Stephen J. (2017) Semi-supervised tensor-based graph embedding learning and its application to visual discriminant tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence 39 (1), pp. 172-188. ISSN 0162-8828.

Peng, H. and Li, B. and Ling, H. and Hu, W. and Xiong, W. and Maybank, Stephen J. (2016) Salient Object Detection via Structured Matrix Decomposition. IEEE Transactions on Pattern Analysis and Machine Intelligence 99 , ISSN 0162-8828.

Liu, T. and Tao, D. and Song, M. and Maybank, Stephen J. (2016) Algorithm-dependent generalization bounds for multi-task learning. IEEE Transactions on Pattern Analysis and Machine Intelligence 39 (2), pp. 227-241. ISSN 0162-8828.

Luo, G. and Yang, S. and Tian, G. and Yuan, C. and Hu, W. and Maybank, Stephen J. (2014) Learning human actions by combining global dynamics and local appearance. IEEE Transactions on Pattern Analysis and Machine Intelligence 36 (12), pp. 2466-2482. ISSN 0162-8828.

Hu, W. and Li, W. and Zhang, X. and Maybank, Stephen J. (2014) Single and multiple object tracking using a multi-feature joint sparse representation. IEEE Transactions on Pattern Analysis and Machine Intelligence 37 (4), pp. 816-833. ISSN 0162-8828.

Hu, W. and Xie, N. and Hu, R. and Ling, H. and Chen, Q. and Yan, S. and Maybank, Stephen J. (2014) Bin ratio-based histogram distances and their application to image classification. IEEE Transactions on Pattern Analysis and Machine Intelligence 36 (12), pp. 2338-2352. ISSN 0162-8828.

Hu, W. and Li, X. and Tian, G. and Maybank, Stephen J. and Zhang, Z. (2013) An incremental DPMM-based method for trajectory clustering, modeling, and retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (5), pp. 1051-1065. ISSN 0162-8828.

Hu, W. and Li, X. and Luo, W. and Zhang, X. and Maybank, Stephen J. and Zhang, Z. (2012) Single and multiple object tracking using log-Euclidean Riemannian subspace and block-division appearance model. IEEE Transactions on Pattern Analysis and Machine Intelligence 34 (12), pp. 2420-2440. ISSN 0162-8828.

Tao, D. and Li, Xuelong and Wu, X. and Maybank, Stephen J. (2009) Geometric mean for subspace selection. IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (2), pp. 260-274. ISSN 0162-8828.

Hu, W. and Xiao, X. and Fu, Z. and Xie, D. and Tan, T. and Maybank, Stephen J. (2006) A system for learning statistical motion patterns. IEEE Transactions on Pattern Analysis and Machine Intelligence 28 (9), 1450 -1464.. ISSN 0162-8828.

Maybank, Stephen J. (2004) Detection of image structures using the Fisher information and the Rao metric. IEEE Transactions on Pattern Analysis and Machine Intelligence 26 (12), pp. 1579-1589. ISSN 0162-8828.

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Wu, O. and Hu, W. and Maybank, Stephen J. and Zhu, M. and Li, B. (2012) Efficient clustering aggregation based on data fragments. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 42 (3), pp. 913-926. ISSN 1083-4419.

Hu, W. and Hu, W. and Xie, N. and Maybank, Stephen J. (2009) Unsupervised active learning based on hierarchical graph-theoretic clustering. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 39 (5), pp. 1147-1161. ISSN 1083-4419.

Hu, W. and Hu, W. and Maybank, Stephen J. (2008) AdaBoost-based algorithm for network intrusion detection. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 38 (2), pp. 577-583. ISSN 1083-4419.

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews

Hu, W. and Xie, N. and Li, L. and Zeng, X. and Maybank, Stephen J. (2011) A survey on visual content-based video indexing and retrieval. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews 41 (6), pp. 797-819. ISSN 1094-6977.

Li, Xuelong and Maybank, Stephen J. and Yan, S. and Dacheng, T. and Xu, D. (2008) Gait components and their application to gender recognition. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews 38 (2), pp. 145-155. ISSN 1094-6977.

IEEE Transactions on Vehicular Technology

Hu, J. and Zhang, X. and Maybank, Stephen J. (2020) Abnormal driving detection with normalized driving behavior data: a deep learning approach. IEEE Transactions on Vehicular Technology 69 (7), pp. 6943-6951. ISSN 00189545.

Image and Vision Computing

Zhen, X. and Shao, L. and Maybank, Stephen J. and Chellappa, R. (2016) Handcrafted vs. learned representations for human action recognition. Image and Vision Computing 55 (2), pp. 39-41. ISSN 0262-8856.

International Journal of Computer Vision

Hu, W. and Shi, X. and Zhou, Z. and Xing, J. and Ling, H. and Maybank, Stephen J. (2020) Dual L1-normalized context aware tensor power iteration and its applications to multi-object tracking and multi-graph matching. International Journal of Computer Vision 128 , pp. 360-392. ISSN 0920-5691.

Liu, K. and Zhang, J. and Yang, P. and Maybank, Stephen J. and Huang, K. (2017) GRMA: Generalized Range Move Algorithms for the efficient optimization of MRFs. International Journal of Computer Vision 121 (3), pp. 365-390. ISSN 0920-5691.

Yuan, C. and Wu, B. and Li, X. and Hu, W. and Maybank, Stephen J. and Wang, F. (2016) Fusing R features and local features with context-aware kernels for action recognition. International Journal of Computer Vision 118 (2), pp. 151-171. ISSN 0920-5691.

Zhang, X. and Hu, W. and Xie, N. and Bao, H. and Maybank, Stephen J. (2015) A robust tracking system for low frame rate video. International Journal of Computer Vision 115 (3), pp. 279-304. ISSN 0920-5691.

Maybank, Stephen J. and Ieng, S. and Benosman, R. (2012) A Fisher-Rao metric for paracatadioptric images of lines. International Journal of Computer Vision 99 (2), pp. 147-165. ISSN 0920-5691.

Hu, W. and Li, Xi and Zhang, X. and Shi, X. and Maybank, Stephen J. and Zhang, Z. (2011) Incremental tensor subspace learning and its applications to foreground segmentation and tracking. International Journal of Computer Vision 91 (3), pp. 303-327. ISSN 0920-5691.

Maybank, Stephen J. (2007) Application of the Fisher-Rao metric to ellipse detection. International Journal of Computer Vision 72 (3), pp. 287-307. ISSN 0920-5691.

Maybank, Stephen J. (2005) The Fisher-Rao metric for projective transformations of the line. International Journal of Computer Vision 63 (3), pp. 191-206. ISSN 0920-5691.

Journal of Computational and Applied Mathematics

Farmer, Michael and Loizou, George and Maybank, Stephen J. (2017) Iteration functions re-visited. Journal of Computational and Applied Mathematics 311 , pp. 484-496. ISSN 0377-0427.

Journal of Mathematical Imaging and Vision

Liao, L. and Maybank, Stephen J. (2020) Generalized visual information analysis via tensorial algebra. Journal of Mathematical Imaging and Vision 62 , pp. 560-584. ISSN 0924-9907.

Maybank, Stephen J. (2016) A Fisher-Rao Metric for curves using the information in edges. Journal of Mathematical Imaging and Vision 54 (3), pp. 287-300. ISSN 0924-9907.

Journal of Visual Communication and Image Representation

Liao, L. and Zhang, Y. and Maybank, Stephen J. and Liu, Z. and Liu, X. (2014) Image recognition via two-dimensional random projection and nearest constrained subspace. Journal of Visual Communication and Image Representation 25 (5), pp. 1187-1198. ISSN 1047-3203.

Lecture Notes in Computer Science

Liu, A. and Huang, T. and Liu, X. and Xu, Y. and Ma, Y. and Chen, X. and Maybank, Stephen J. and Tao, D. (2020) Spatiotemporal attacks for embodied agents. Lecture Notes in Computer Science 12362 , pp. 122-138. ISSN 0302-9743.

Yuan, C. and Hu, W. and Li, X. and Maybank, Stephen J. and Luo, G. (2010) Human action recognition under Log-Euclidean Riemannian metric. In: Zha, H. and Taniguchi, R.-i. and Maybank, Stephen J. (eds.) Computer Vision – ACCV 2009. Lecture Notes in Computer Science 5994. Berlin, Germany: Springer, pp. 343-353. ISBN 9783642123061.

Colunga, M.C. and Siordia, O.S. and Maybank, Stephen J. (2009) Leukocyte recognition using EM-algorithm. In: Hernandez Aguirre, A. and Monroy Borja, R. and Reyes Garcia, C.A. (eds.) MICAI 2009: Advances in Artificial Intelligence. Lecture Notes in Computer Science 5845. Berlin, Germany: Springer, pp. 545-555. ISBN 9783642052576.

Machine Vision and Applications

Zhang, Y. and Zhang, X. and Maybank, Stephen J. and Yu, R. (2013) An IR and visible image sequence automatic registration method based on optical flow. Machine Vision and Applications 24 (5), pp. 947-958. ISSN 0932-8092.

Mathematics Today

Maybank, Stephen J. (2008) The Fisher-Rao metric. Mathematics Today 44 (6), pp. 255-257. ISSN 1361-2042.

Neurocomputing

Raman, Natraj and Maybank, Stephen J. (2016) Activity recognition using a supervised non-parametric hierarchical HMM. Neurocomputing 199 , pp. 163-177. ISSN 0925-2312.

Zhang, X. and Li, W. and Ye, X. and Maybank, Stephen J. (2015) Robust hand tracking via novel multi-cue integration. Neurocomputing 157 , pp. 296-305. ISSN 0925-2312.

Raman, Natraj and Maybank, Stephen J. (2015) Action classification using a discriminative multilevel HDP-HMM. Neurocomputing 154 , pp. 149-161. ISSN 0925-2312.

Maybank, Stephen J. (2013) A probabilistic definition of salient regions for image matching. Neurocomputing 120 , pp. 4-14. ISSN 0925-2312.

Fan, M. and Zhang, X. and Chen, S. and Bao, H. and Maybank, Stephen J. (2013) Dimension estimation of image manifolds by minimal cover approximation. Neurocomputing 105 , pp. 19-29. ISSN 0925-2312.

Zhang, X. and Shi, X. and Hu, W. and Li, Xi and Maybank, Stephen J. (2011) Visual tracking via dynamic tensor analysis with mean update. Neurocomputing 74 (17), pp. 3277-3285. ISSN 0925-2312.

Maybank, Stephen J. (2008) Approximation to the Fisher–Rao metric for the focus of expansion. Neurocomputing 71 (10-12), pp. 2037-2045. ISSN 0925-2312.

Tao, D. and Li, Xuelong and Wu, X. and Maybank, Stephen J. (2008) Tensor rank one discriminant analysis - a convergent method for discriminative multilinear subspace selection. Neurocomputing 71 (10-12), pp. 1866-1882. ISSN 0925-2312.

Li, Xuelong and Tao, D. and Maybank, Stephen J. and Yuan, Y. (2008) Visual music and musical vision. Neurocomputing 71 (10-12), pp. 2023-2028. ISSN 0925-2312.

Tao, D. and Li, Xuelong and Wu, X. and Maybank, Stephen J. (2008) Tensor rank one discriminant analysis—a convergent method for discriminative multilinear subspace selection. Neurocomputing 71 (10-12), pp. 1866-1882. ISSN 0925-2312.

Li, Xuelong and Tao, D. and Maybank, Stephen J. and Yuan, Y. (2008) Visual music and musical vision. Neurocomputing 71 (10-12), pp. 2023-2028. ISSN 0925-2312.

Pattern Recognition

Yang, H. and Yuan, C. and Li, B. and Du, Y. and Xing, J. and Hu, W. and Maybank, Stephen J. (2018) Asymmetric 3D Convolutional Neural Networks for Action Recognition. Pattern Recognition 85 , pp. 1-12. ISSN 0031-3203.

Li, K. and Xing, J. and Hu, W. and Maybank, Stephen J. (2017) D2C: deep cumulatively and comparatively learning for human age estimation. Pattern Recognition 66 , pp. 95-105. ISSN 0031-3203.

Wei, W. and Tian, C. and Maybank, Stephen J. and Zhang, Y. (2016) Facial expression transfer method based on frequency analysis. Pattern Recognition 49 , pp. 115-128. ISSN 0031-3203.

Liao, L. and Zhang, Y. and Maybank, Stephen J. and Liu, Z. (2014) Intrinsic dimension estimation via nearest constrained subspace classifier. Pattern Recognition 47 (3), pp. 1485-1493. ISSN 0031-3203.

Zhang, X. and Li, Wei and Hu, W. and Ling, H. and Maybank, Stephen J. (2013) Block covariance based l1 tracker with a subtle template dictionary. Pattern Recognition 46 (7), pp. 1750-1761. ISSN 0031-3203.

Huang, K. and Wang, L. and Tan, T. and Maybank, Stephen J. (2008) A real-time object detecting and tracking system for outdoor night surveillance. Pattern Recognition 41 (1), pp. 432-444. ISSN 0031-3203.

Proceedings of International Joint Conference on Neural Networks

Liao, L. and Maybank, Stephen J. and Zhang, Y. and Liu, X. (2017) Supervised classification via constrained subspace and tensor sparse representation. In: UNSPECIFIED (ed.) Neural Networks (IJCNN), 2017 International Joint Conference on. IEEE Computer Society. ISBN 9781509061839.

Proceedings of the Royal Society of London, Series A

Maybank, Stephen J. (2008) A multivariate distribution for sub-images. Proceedings of the Royal Society of London, Series A 465 (2103), pp. 983-1001. ISSN 0080-4630.

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence

Wang, Q. and Zhang, M. and Xing, J. and Gao, J. and Hu, W. and Maybank, Stephen J. (2018) Do not lose the details: reinforced representation learning for high performance visual tracking. In: Lang, J. (ed.) Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence. ISBN 9780999241127.

SPIE Proceedings

Raman, Natraj and Maybank, Stephen J. and Zhang, Dell (2013) Action classification using a discriminative non-parametric hidden Markov model. In: Vuksanovic, B. and Zhou, J. and Verikas, A. (eds.) Sixth International Conference on Machine Vision (ICMV 2013). SPIE Proceedings 9067. International Society for Optics and Photonics. ISBN 9780819499967.

Signal Processing: Image Communication

Kao, Y. and Huang, K. and Maybank, Stephen J. (2016) Hierarchical aesthetic quality assessment using deep convolutional neural networks. Signal Processing: Image Communication 47 (C), pp. 500-510. ISSN 0923-5965.