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  • Ajmal Mian

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
339 Downloads (Pure)

Viewpoint Invariant RGB-D Human Action Recognition

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

Research output: Contribution to journalArticle

Open Access

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)

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
2 Citations (Scopus)

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

3 Citations (Scopus)

Using Kinect for face recognition under varying poses, expressions, illumination and disguise

Li, B. Y. L., Mian, A., Liu, W. & Krishna, A., 2013, 2013 IEEE Workshop on Applications of Computer Vision (WACV). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 186-192

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
159 Citations (Scopus)
1044 Downloads (Pure)

Using hyperspectral imaging to characterize consistency of coffee brands and their respective roasting classes

Nansen, C., Singh, K., Mian, A., Allison, B. J. & Simmons, C. W., Dec 2016, In : Journal of Food Engineering. 190, p. 34-39

Research output: Contribution to journalArticle

20 Citations (Scopus)

Unsupervised manifold alignment using soft-assign technique

Fan, K., Mian, A., Liu, W. & Li, L., 2016, In : Machine Vision and Applications. 27, 6, p. 929-942 14 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Unsupervised iterative manifold alignment via local feature histograms

Fan, K., Mian, A., Liu, W. & Li, L., 2014, 2014 IEEE Winter Conference on Applications of Computer Vision (WACV). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 572-579

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

Towards Large-Scale 3D Face Recognition

Gilani, Z. & Mian, A., 22 Dec 2016, 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016. Liew, A. W., Zhou, C., Gao, Y., Wang, Z., Fookes, C., Lovell, B. & Blumenstein, M. (eds.). IEEE, Institute of Electrical and Electronics Engineers, 7797090

Research output: Chapter in Book/Conference paperConference paper

2 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

14 Citations (Scopus)

Towards Automated Hyperspectral Document Image Analysis

Khan, Z., Shafait, F. & Mian, A., 2013, Proceedings of the 2nd International Workshop on Automated Forensic Handwriting Analysis: A Satellite Workshop of International Conference on Document Analysis and Recognition (ICDAR 2013) (CEUR Workshop Proceedings). USA: CEUR, Vol. 1022. p. 41-45

Research output: Chapter in Book/Conference paperConference paper

5 Citations (Scopus)

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
205 Citations (Scopus)

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)

SUnGP: A greedy sparse approximation algorithm for hyperspectral unmixing

Akhtar, N., Shafait, F. & Mian, A., 2014, Proceedings - International Conference on Pattern Recognition. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 3726-3731

Research output: Chapter in Book/Conference paperConference paper

13 Citations (Scopus)

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
96 Downloads (Pure)

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
14 Citations (Scopus)
444 Downloads (Pure)

Spatially optimized data-level fusion of texture and shape for face recognition

Al-Osaimi, F. R., Bennamoun, M. & Mian, A., 11 Aug 2012, In : IEEE Transactions on Image Processing. 21, 2, p. 859-872

Research output: Contribution to journalArticle

43 Citations (Scopus)

Sparse Variation Pattern for Texture Classification

Tavakolian, M., Hajati, F., Mian, A. & Gheisari, S., Nov 2013, 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
257 Downloads (Pure)

Sparse spatio-spectral representation for hyperspectral image super-resolution

Akhtar, N., Shafait, F. & Mian, A., 2014, Computer Vision – ECCV 2014. ECCV 2014. Lecture Notes in Computer Science. Switzerland: SpringerLink, Vol. 8695. p. 63-78

Research output: Chapter in Book/Conference paperConference paper

118 Citations (Scopus)
10 Downloads (Pure)

Sparse approximated nearest points for image set classification

Hu, Y., Mian, A. & Owens, R., 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 121-128

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
186 Citations (Scopus)
472 Downloads (Pure)

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

Semi-supervised spectral clustering for image set classification

Mahmood, A., Mian, A. & Owens, R., 2014, IEEE Conference on Computer Vision and Pattern Recognition. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 121-128 6909417

Research output: Chapter in Book/Conference paperConference paper

39 Citations (Scopus)

Robust RGB-D face recognition using Kinect sensor

Li, B. Y. L., Xue, M., Mian, A., Liu, W. & Krishna, A., 19 Nov 2016, In : Neurocomputing. 214, p. 93-108

Research output: Contribution to journalArticle

13 Citations (Scopus)

Robust realtime feature detection in raw 3D face images

Mian, A., Jan 2011, 2011 IEEE Workshop on Applications of Computer Vision (WACV 2011) . United States: IEEE, Institute of Electrical and Electronics Engineers, p. 220-226

Research output: Chapter in Book/Conference paperConference paper

6 Citations (Scopus)

Representation learning with deep extreme learning machines for efficient image set classification

Uzair, M., Shafait, F., Ghanem, B. & Mian, A., 9 Dec 2016, In : NEURAL COMPUTING & APPLICATIONS. 30, 4, p. 1211-1223 13 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)

Repeated constrained sparse coding with partial dictionaries for hyperspectral unmixing

Akhtar, N., Shafait, F. & Mian, A., 2014, 2014 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE, Institute of Electrical and Electronics Engineers, p. 953-960

Research output: Chapter in Book/Conference paperConference paper

13 Citations (Scopus)

Regularized least-squares coding with unlabeled dictionary for image-set based face recognition

Uzair, M. & Mian, A., 2014, 2014 International Conference on Digital Image Computing: Techniques and Applications (DICTA). IEEE, Institute of Electrical and Electronics Engineers, p. 1-7

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)

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)

Recent advances on singlemodal and multimodal face recognition: A survey

Zhou, H., Mian, A., Wei, L., Creighton, D. C., Hossny, M. & Nahavandi, S., 2014, In : IEEE Transactions on Human-Machine Systems. 44, 6, p. 701-716

Research output: Contribution to journalArticle

Open Access
54 Citations (Scopus)

Real time action recognition using histograms of depth gradients and random decision forests

Rahmani, H., Mahmood, A., Huynh, D. & Mian, A., 2014, IEEE Winter Conference on Applications of Computer Vision, WACV 2014. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 626-633

Research output: Chapter in Book/Conference paperConference paper

80 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
13 Citations (Scopus)
568 Downloads (Pure)

Quantification of sun-related changes in the eye in conjunctival ultraviolet autofluorescence images

Huynh, E., Bukowska, D. M., Yazar, S., McKnight, C., Mian, A. & Mackey, D., Jul 2016, In : Journal of Medical Imaging. 3, 3, p. 1-7 7 p., 034001.

Research output: Contribution to journalArticle

Open Access
File
4 Citations (Scopus)
230 Downloads (Pure)

Progress in the automated identification, measurement, and counting of fish in underwater image sequences

Shortis, M. R., Ravanbakhsh, M., Shafaii, K. & Mian, A., 1 Jan 2016, In : Marine Technology Society Journal. 50, 1, p. 4-16

Research output: Contribution to journalArticle

16 Citations (Scopus)

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
523 Downloads (Pure)

Predicting OSA severity from 3-Dimensional craniofacial photography

Walsh, J., Jayaraman, U., Finlay-Jones, S., Mcardle, N., Hillman, D., Gilani, S. Z., Mian, A. & Eastwood, P., 2016, p. 46-47. 2 p.

Research output: Contribution to conferenceAbstract

7 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

9 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
16 Citations (Scopus)

Periocular biometric recognition using image sets

Uzair, M., Mahmood, A., Mian, A. & Mcdonald, C., Jan 2013, 2013 IEEE Workshop on Applications of Computer Vision (WACV). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 246-251

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
20 Citations (Scopus)
354 Downloads (Pure)

Perceptual Differences between Men and Women: A 3D Facial Morphometric Perspective

Gilani, Z. & Mian, A., 2014, Proceedings -22nd International Conference on Pattern Recognition. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 2413-2418 6977130

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
9 Citations (Scopus)
393 Downloads (Pure)

Online learning from local features for video-based face recognition

Mian, A., May 2011, In : Pattern Recognition. 44, 5, p. 1068-1075

Research output: Contribution to journalArticle

21 Citations (Scopus)
10 Downloads (Pure)

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

4 Citations (Scopus)

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)
13 Citations (Scopus)

Multibiometric human recognition using 3D ear and face features

Islam, S., Davies, R., Bennamoun, M., Owens, R. & Mian, A., Mar 2013, In : Pattern Recognition. 46, 3, p. 613-627

Research output: Contribution to journalArticle

24 Citations (Scopus)

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)

Modeling 2D Appearance Evolution for 3D Object Categorization

Zaki, H. F. M., Shafait, F. & Mian, A., 22 Dec 2016, 2016 International Conference on Digital Image Computing: Techniques and Applications. Blumenstein, M., Lovell, B., Fookes, C., Wang, Z., Gao, Y., Zhou, J. & Liew, A. W. (eds.). IEEE, Institute of Electrical and Electronics Engineers

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)

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

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. 127, p. 1545–1564

Research output: Contribution to journalArticle

Open Access
3 Citations (Scopus)

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
29 Citations (Scopus)
607 Downloads (Pure)