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  • 2019
  • 2018
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Author

  • Ajmal Mian
2017

Automatic signature segmentation using hyper-spectral imaging

Butt, U. M., Ahmad, S., Shafait, F., Nansen, C., Mian, A. S. & Malik, M. I., 2017, Proceedings - 2016 15th International Conference on Frontiers in Handwriting Recognition, ICFHR 2016. Liu, C-L. & Chen, Y. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 19-24 6 p. 7814033

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)
2018

Benchmark Data Set and Method for Depth Estimation from Light Field Images

Feng, M., Wang, Y., Liu, J., Zhang, L., Zaki, H. F. M. & Mian, A., 1 Jul 2018, In : IEEE Transactions on Image Processing. 27, 7, p. 3586-3598 13 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)
2017

Regularization techniques for high-dimensional data analysis

Lu, J., Peng, X., Deng, W. & Mian, A., 1 Apr 2017, In : Image and Vision Computing. 60, p. 1-3 3 p.

Research output: Contribution to journalEditorial

1 Citation (Scopus)

Viewpoint invariant RGB-D human action recognition

Liu, J., Akhtar, N. & Mian, A. S., 2017, 2017 International Conference on Digital Image Computing - Techniques and Applications (DICTA). Guo, Y., Li, H., Cai, W., Murshed, M., Wang, Z., Gao, J. & Feng, D. D. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 261-268

Research output: Chapter in Book/Conference paperConference paper

5 Citations (Scopus)

Joint discriminative Bayesian dictionary and classifier learning

Akhtar, N., Mian, A. & Porikli, F., 6 Nov 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. New York: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2017-January. p. 3919-3928 10 p.

Research output: Chapter in Book/Conference paperConference paper

10 Citations (Scopus)
2019

Skepxels: Spatio-temporal Image Representation of Human Skeleton Joints for Action Recognition

Liu, J., Akhtar, N. & Mian, A., 2019, IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR 2019): Augmented Human Humancentric Understanding and 2D/3D Synthesis. USA: Computer Vision Foundation

Research output: Chapter in Book/Conference paperConference paper

Open Access
2017

Biometric authentication system using retinal vessel pattern and geometric hashing

Bhuiyan, A., Hussain, A., Mian, A., Wong, T. Y., Ramamohanarao, K. & Kanagasingam, Y., 1 Mar 2017, In : IET Biometrics. 6, 2, p. 79-88 10 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)
2018

Defense against Universal Adversarial Perturbations

Akhtar, N., Liu, J. & Mian, A., 18 Jun 2018, IEEE Conference on Computer Vision and Pattern Recognition. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 3389-3398 10 p.

Research output: Chapter in Book/Conference paperConference paper

Open Access
22 Citations (Scopus)

Predicting Athlete Ground Reaction Forces and Moments from Spatio-temporal Driven CNN Models

Johnson, W. R., Alderson, J., Lloyd, D. G. & Mian, A., 7 Jul 2018, IEEE Transactions on Biomedical Engineering.

Research output: Contribution to specialist publicationArticle

8 Citations (Scopus)
2019

Learning interpretable expression-sensitive features for 3D dynamic facial expression recognition

Xue, M., Mian, A., Duan, X. & Liu, W., 2019, Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019. IEEE, Institute of Electrical and Electronics Engineers, 8756564. (Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019).

Research output: Chapter in Book/Conference paperConference paper

Benchmark Data and Method for Real-Time People Counting in Cluttered Scenes Using Depth Sensors

Sun, S., Akhtar, N., Song, H., Zhang, C., Li, J. & Mian, A., Oct 2019, In : IEEE Transactions on Intelligent Transportation Systems. 20, 10, p. 3599-3612 14 p., 8697114.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Facial Gender Classification — Analysis using Convolutional Neural Networks

Lee, B., Gilani, S. Z., Hassan, G. M. & Mian, A., Dec 2019, Proceedings of Digital Image Computing: Technqiues and Applications (DICTA) . USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p.

Research output: Chapter in Book/Conference paperConference paper

2017

Blind domain adaptation with augmented extreme learning machine features

Uzair, M. & Mian, A., 1 Mar 2017, In : IEEE Transactions on Cybernetics. 47, 3, p. 651-660 10 p., 7404267.

Research output: Contribution to journalArticle

21 Citations (Scopus)

RCMF: Robust Constrained Matrix Factorization for Hyperspectral Unmixing

Akhtar, N. & Mian, A., Jun 2017, In : IEEE Transactions on Geoscience and Remote Sensing. 55, 6, p. 3354-3366 13 p.

Research output: Contribution to journalArticle

Open Access
File
11 Citations (Scopus)
484 Downloads (Pure)
2019

Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning

Aafaq, N., Akhtar, N., Liu, W., Gilani, S. Z. & Mian, A., 2019, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 12487-12496 10 p.

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
9 Citations (Scopus)
365 Downloads (Pure)
2018
5 Citations (Scopus)
2017

Learning a deeply supervised multi-modal RGB-D embedding for semantic scene and object category recognition

Zaki, H. F. M., Shafait, F. & Mian, A., 1 Jun 2017, In : Robotics and Autonomous Systems. 92, p. 41-52 12 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)
2018

Distance metric learning for pattern recognition

Lu, J., Wang, R., Mian, A., Kumar, A. & Sarkar, S., 1 Mar 2018, In : Pattern Recognition. 75, p. 1-3 3 p.

Research output: Contribution to journalEditorial

3 Citations (Scopus)
2019

Video description: A survey of methods, datasets, and evaluation metrics

Aafaq, N., Mian, A., Liu, W., Gilani, S. Z. & Shah, M., 1 Oct 2019, In : ACM Computing Surveys. 52, 6, 115.

Research output: Contribution to journalReview article

1 Citation (Scopus)
2018

Viewpoint invariant action recognition using RGB-D videos

Liu, J., Akhtar, N. & Ajmal, M., 1 Jan 2018, In : IEEE Access. 6, p. 70061-70071 11 p., 8529178.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)
10 Citations (Scopus)

Automatic fish species classification in underwater videos: Exploiting pre-trained deep neural network models to compensate for limited labelled data

Siddiqui, S. A., Salman, A., Malik, M. I., Shafait, F., Mian, A., Shortis, M. R. & Harvey, E. S., 1 Jan 2018, In : ICES Journal of Marine Science. 75, 1, p. 374-389 16 p.

Research output: Contribution to journalArticle

37 Citations (Scopus)
2017

Modeling Sub-Event Dynamics in First-Person Action Recognition

Mohd Zaki, H. F. B., Shafait, F. & Mian, A. S., 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1619-1628

Research output: Chapter in Book/Conference paperConference paper

Open Access
14 Citations (Scopus)
2018

Learning a Deep Model for Human Action Recognition from Novel Viewpoints

Rahmani, H., Mian, A. & Shah, M., 1 Mar 2018, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 3, p. 667-681 15 p., 7893732.

Research output: Contribution to journalArticle

72 Citations (Scopus)

Predicting athlete ground reaction forces and moments from motion capture

Johnson, W. R., Mian, A., Donnelly, C. J., Lloyd, D. & Alderson, J., 1 Oct 2018, In : Medical and Biological Engineering and Computing. 56, 10, p. 1781-1792 12 p.

Research output: Contribution to journalArticle

Open Access
15 Citations (Scopus)
2019

Converting a common low-cost document scanner into a multispectral scanner

Khan, Z., Shafait, F. & Mian, A., 2 Jul 2019, In : Sensors (Switzerland). 19, 14, 3199.

Research output: Contribution to journalArticle

Open Access
2018

Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey

Akhtar, N. & Mian, A., 16 Feb 2018, In : IEEE Access. 6, p. 14410 - 14430 21 p.

Research output: Contribution to journalArticle

Open Access
162 Citations (Scopus)
2017

Dynamic Texture Comparison Using Derivative Sparse Representation: Application to Video-Based Face Recognition

Hajati, F., Tavakolian, M., Gheisari, S., Gao, Y. & Mian, A. S., 1 Dec 2017, In : IEEE Transactions on Human-Machine Systems. 47, 6, p. 970-982 13 p., 7898817.

Research output: Contribution to journalArticle

14 Citations (Scopus)
2018

Learning From Millions of 3D Scans for Large-Scale 3D Face Recognition

Gilani, S. & Mian, A., Jun 2018, International Conference on Computer Vision and Pattern Recognition. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1896-1905 9 p.

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
26 Citations (Scopus)
517 Downloads (Pure)
2019

Viewpoint invariant semantic object and scene categorization with RGB-D sensors

Zaki, H. F. M., Shafait, F. & Mian, A., Apr 2019, In : Autonomous Robots. p. 1005-1022 18 p.

Research output: Contribution to journalArticle

Open Access
File
284 Downloads (Pure)
2017

Prediction of ground reaction forces and moments via supervised learning is independent of participant sex, height and mass

Johnson, W. G., Mian, A. S., Donnelly, C. J., Lloyd, D. G. & Alderson, J. A., 2017, Proceedings of the 35th Conference of the International Society of Biomechanics in Sports. Germany: International Society of Biomechanics in Sports, Vol. 35. p. 1142-1145 25

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
451 Downloads (Pure)
2018

Spherical Convolutional Neural Network for 3D Point Clouds

Lei, H., Akhtar, N. & Mian, A., 21 May 2018, arXiv preprint 10 p.

Research output: Contribution to specialist publicationArticle

File
29 Downloads (Pure)
2019

Label Universal Targeted Attack

Akhtar, N., Jalwana, M. A. A. K., Bennamoun, M. & Mian, A., 27 May 2019, arXiv preprint 15 p.

Research output: Contribution to specialist publicationArticle

File
30 Downloads (Pure)
2017
Open Access
8 Citations (Scopus)
2018

Holistic influence maximization for targeted advertisements in spatial social networks

Li, J., Cai, T., Mian, A., Li, R. H., Sellis, T. & Yu, J. X., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1344-1347 4 p. 8509366

Research output: Chapter in Book/Conference paperConference paper

5 Citations (Scopus)
2017

Guest Editorial: Language in Vision

Yan, Y., Lu, J., Mian, A., Ross, A., Murino, V. & Horaud, R., 1 Oct 2017, In : Computer Vision and Image Understanding. 163, p. 1-2 2 p.

Research output: Contribution to journalEditorial

2019

On farm automatic sheep breed classification using deep learning

Abu Jwade, S., Guzzomi, A. & Mian, A., 1 Dec 2019, In : Computers and Electronics in Agriculture. 167, 105055.

Research output: Contribution to journalArticle

3 Citations (Scopus)
2018

3D Face Reconstruction from Light Field Images: A Model-free Approach

Feng, M., Gilani, S. Z., Wang, Y. & Mian, A., 8 Sep 2018, European Conference on Computer Vision. Ferrari, V., Hebert, M., Sminchisescu, C. & Weiss, Y. (eds.). Springer, Vol. 11214. p. 508-526

Research output: Chapter in Book/Conference paperConference paper

Open Access

Accuracy of orthognathic surgery using 3D computer-assisted surgical simulation

Lee, R., Goonewardene, M., Mian, A., Allan, B., Brock, D. & Trevenen, M., 1 May 2018, In : Australasian orthodontic journal. 34, 1, p. 17-26 10 p.

Research output: Contribution to journalArticle

Open Access
2019

On-field player workload exposure and knee injury risk monitoring via deep learning

Johnson, W. R., Mian, A., Lloyd, D. G. & Alderson, J. A., 27 Aug 2019, In : Journal of Biomechanics. 93, p. 185-193

Research output: Contribution to journalArticle

3 Citations (Scopus)

Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition

Liu, J., Rahmani, H., Akhtar, N. & Mian, A., 6 Aug 2019, In : International Journal of Computer Vision.

Research output: Contribution to journalArticle

3 Citations (Scopus)
2017

Surface geodesic pattern for 3D deformable texture matching

Hajati, F., Cheraghian, A., Gheisari, S., Gao, Y. & Mian, A. S., 1 Feb 2017, In : Pattern Recognition. 62, p. 21-32 12 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)
2018

Viewpoint Invariant RGB-D Human Action Recognition

Liu, J., Akhtar, N. & Mian, A., 2018, In : IEEE Access.

Research output: Contribution to journalArticle

Open Access
2017

Efficient classification with sparsity augmented collaborative representation

Akhtar, N., Shafait, F. & Mian, A., 1 May 2017, In : Pattern Recognition. 65, p. 136-145 10 p.

Research output: Contribution to journalArticle

36 Citations (Scopus)

Towards automating underwater measurement of fish length: a comparison of semi-automatic and manual stereo-video measurements

Shafait, F., Harvey, E. S., Shortis, M. R., Mian, A., Ravanbakhsh, M., Seager, J. W., Culverhouse, P. F., Cline, D. E. & Edgington, D. R., 2017, In : ICES Journal of Marine Science: journal du conseil. 74, 6, p. 1690-1701 12 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)
2018

Dense 3D Face Correspondence

Zulqarnain Gilani, S., Mian, A., Shafait, F. & Reid, I., 1 Jul 2018, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 7, p. 1584-1598

Research output: Contribution to journalArticle

20 Citations (Scopus)
2017
Open Access
File
22 Citations (Scopus)
408 Downloads (Pure)
2019
2 Citations (Scopus)