Research Output 1959 2020

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Conference paper
2015
2 Citations (Scopus)

Heterogeneous multi-column ConvNets with a fusion framework for object recognition

Li, Y., Sohel, F., Bennamoun, M. & Lei, H., 2015, 2015 IEEE Winter Conference on Applications of Computer Vision. United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 773-780

Research output: Chapter in Book/Conference paperConference paper

Object recognition
Fusion reactions
Optical character recognition

Hourglass Systems

Osada, Y., Reynolds, M. & French, T., 2015, Proceedings of the 385h Australasian Computer Science Conference (ACSC 2015). CRPIT, ACT, Vol. 159. p. 119-123

Research output: Chapter in Book/Conference paperConference paper

Trucks
Model checking
Unloading
10 Citations (Scopus)
10 Downloads (Pure)

How can deep rectifier networks achieve linear separability and preserve distances?

An, S., Boussaid, F. & Bennamoun, M., 2015, Proceedings of The 32nd International Conference on Machine Learning. International Machine Learning Society, Vol. 37. p. 514-523

Research output: Chapter in Book/Conference paperConference paper

Linear networks
Classifiers
Neural networks
11 Citations (Scopus)

How Well Sentence Embeddings Capture Meaning

White, L. R., Togneri, R., Liu, W. & Bennamoun, M., 2015, Proceedings of the 20th Australasian Document Computing Symposium. USA: Association for Computing Machinery (ACM), Vol. N/A. p. 1-8

Research output: Chapter in Book/Conference paperConference paper

Hyper-spectral Analysis for Automatic Signature Extraction

Malik, M. I., Ahmed, S., Shafait, F., Mian, A., Nansen, C., Dengel, A. & Liwicki, M., 2015, Proceedings of the 17th Biennial Conference of the International Graphonomics Society (IGS). n/a: International Graphonomics Society (IGS), Vol. n/a. p. 1-4

Research output: Chapter in Book/Conference paperConference paper

Improving Links between Mathematics and Engineering: Digging Beneath the Topics

Pasternak, E., Male, S. & Niemeyer, A., 2015, Proceedings of the 26th Annual Conference of the Australasian Association for Engineering Education – AAEE2015. Victoria, Australia: School of Engineering, Deakin University, Victoria, Australia, Vol. 26th. p. 1117-1125

Research output: Chapter in Book/Conference paperConference paper

Large Astronomy Imaging with JPEG2000

Kitaeff, S., Wicenec, A. & Taubman, D., 2015, Astronomical Data Analysis Software and Systems XXIV (ADASS XXIV). Taylor, A. R. & Rosolowsky, E. (eds.). San Francisco, California USA: Astronomical Society of the Pacific, Vol. 495. p. 141-144 (Astronomical Society of the Pacific Conference Series; vol. 495).

Research output: Chapter in Book/Conference paperConference paper

68 Citations (Scopus)

Learning a non-linear knowledge transfer model for cross-view action recognition

Rahmani, H. & Mian, A., 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) . USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 7. p. 2458-2466

Research output: Chapter in Book/Conference paperConference paper

Cameras
Trajectories
Unsupervised learning
Labels
Testing

Limits of noise and confusion in the MWA GLEAM year 1 survey

Franzen, T. M. O., Jackson, C. A., Callingham, J. R., Ekers, R. D., Hancock, P. J., Hurley-Walker, N., Morgan, J., Seymour, N., Wayth, R. B., White, S. V., Bell, M. E., Dwarakanath, K. S., For, B-Q., Gaensler, B. M., Hindson, L., Johnston-Hollitt, M., Kapinska, A., Lenc, E., Mckinley, B., Offringa, A. R. & 4 othersProcopio, P., Staveley-Smith, L., Wu, C. & Zheng, Q., 2015, Proceedings of Science. Trieste, Italy: Scuola Internazionale Superiore di Studi Avanzati (SISSA), p. 1-8

Research output: Chapter in Book/Conference paperConference paper

confusion
sidelobes
declination
sky
frequency ranges
14 Citations (Scopus)

Listening with Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines

Sui, C., Bennamoun, M. & Togneri, R., 2015, 2015 IEEE International Conference on Computer Vision (ICCV). Chile: IEEE, Institute of Electrical and Electronics Engineers, p. 154-162

Research output: Chapter in Book/Conference paperConference paper

8 Citations (Scopus)

Localized Deep Extreme Learning Machines for Efficient RGB-D Object Recognition

Mohd Zaki, H. F., Shafait, F. & Mian, A., 2015, 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA). USA: Wiley-IEEE Press, p. 1-8

Research output: Chapter in Book/Conference paperConference paper

7 Citations (Scopus)

Localized Forgery Detection in Hyperspectral Document Images

Luo, Z., Shafait, F. & Mian, A., 2015, 2015 13th International Conference on Document Analysis and Recognition (ICDAR),. United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. n/a. p. 496-500

Research output: Chapter in Book/Conference paperConference paper

3 Citations (Scopus)

Motion estimation of common carotid artery wall using a H∞ filter based block matching method

Gao, Z., Xiong, H., Zhang, H., Wu, D., Lu, M., Wu, W., Wong, K. & Zhang, Y. T., 2015, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015. Springer, Vol. 9351. p. 443-450 (Lecture Notes in Computer Science (LNCS); vol. 9351).

Research output: Chapter in Book/Conference paperConference paper

Motion estimation
Ultrasonics
Kalman filters
Error analysis
7 Citations (Scopus)

Multi-Factor Authentication on Cloud

Khan, S. H. & Akbar, M. A., 2015, 2015 International Conference on Digital Image Computing: Techniques and Applications. Sherrah, D. J. (ed.). IEEE, Institute of Electrical and Electronics Engineers, 7371288

Research output: Chapter in Book/Conference paperConference paper

Authentication
Servers
Biometrics
Human engineering
Industry

New applications, new global audiences: Educators repurposing and reusing 3D virtual and immersive learning resources

Gregory, S., Gregory, B., Wood, D., O'Connell, J., Grant, S., Hillier, M., Butler, D., Masters, Y., Stokes-Thompson, F., Mcdonald, M., Nikolic, S., Ellis, D., Kerr, T., De Freitas, S., Farley, H., Schutt, S., Sim, J., Gaukrodger, B., Jacka, L., Doyle, J. & 10 othersBlyth, P., Corder, D., Reiners, T., Linegar, D., Hearns, M., Cox, R., Jegathesan, J. J., Sukunesan, S., Flintoff, K. & Irving, L., 2015, 2015 Ascilite Conference Proceedings. Perth: Australasian Society for Computers in Learning in Tertiary Education, p. 121-133

Research output: Chapter in Book/Conference paperConference paper

educator
virtual reality
resources
learning
popularity
2 Citations (Scopus)

Nonlinear spin waves in two-dimensional arrays of magnetic nanodots

Guslienko, K. Y., Kobljanskyj, Y. V., Melkov, G. A., Novosad, V., Bader, S. D., Kostylev, M. & Slavin, A. N., 2015, Ultrafast Magnetism I. Springer, Vol. 159. p. 206-209

Research output: Chapter in Book/Conference paperConference paper

magnetic films
Permalloys (trademark)
ferromagnetic resonance
Switzerland
magnons
6 Citations (Scopus)

Optimised robust treatment plans for prostate cancer focal brachytherapy

Betts, J. M., Mears, C., Reynolds, H. M., Tack, G., Leo, K., Ebert, M. & Haworth, A., 2015, Procedia Computer Science. Netherlands: Elsevier, Vol. 51. p. 914-923

Research output: Chapter in Book/Conference paperConference paper

Open Access
Brachytherapy
Prostatic Neoplasms
Seeds
Prostate
Organs at Risk
2 Citations (Scopus)

Outdoor scene labelling with learned features and region consistency activation

Li, Y., Sohel, F., Bennamoun, M. & Lei, H., 2015, Proceedings - International Conference on Image Processing, ICIP. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2015-December. p. 1374-1378

Research output: Chapter in Book/Conference paperConference paper

Labeling
Chemical activation
Labels
Neural networks
4 Citations (Scopus)

Performance Evaluation of 3D Local Feature Descriptors

Guo, Y., Bennamoun, M., Sohel, F., Lu, M., Wan, J. & Zhang, J., 2015, Computer Vision -- ACCV 2014. USA: Springer, Vol. LNCS 9004. p. 1-17

Research output: Chapter in Book/Conference paperConference paper

5 Citations (Scopus)
12 Downloads (Pure)

Piecewise-quadratics and reparameterizations for interpolating reduced data

Kozera, R. & Noakes, L., 2015, Computer Algebra in Scientific Computing. USA: Springer, Vol. 9301. p. 260-274

Research output: Chapter in Book/Conference paperConference paper

Reparameterization
Parameterization
Knot
Interpolate
M-estimates
1 Citation (Scopus)

Quality factors of quartz crystal resonators operating at 4 Kelvins

Galliou, S., Abbe, P., Goryachev, M., Tobar, M. & Bourquin, R., 2015, 2015 Joint Conference of the IEEE International Frequency Control Symposium and the European Frequency and Time Forum, FCS 2015 - Proceedings. Denver, CO, USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 728-732

Research output: Chapter in Book/Conference paperConference paper

quartz crystals
Q factors
resonators
experimentation
liquid helium

Realization of data flow in QCA tile structure circuit by potential energy calculation

Tamoghna, P., Chattopadhyay, T., De, D. & Mahata, A., 2015, Procedia Materials Science. Netherlands: Elsevier, Vol. 10. p. 353-360

Research output: Chapter in Book/Conference paperConference paper

Open Access
10 Citations (Scopus)

Separating objects and clutter in indoor scenes

Khan, S. H., He, X., Bannamoun, M., Sohel, F. & Togneri, R., 2015, IEEE Conference on Computer Vision and Pattern Recognition. IEEE, Institute of Electrical and Electronics Engineers, Vol. 07-12-June-2015. p. 4603-4611

Research output: Chapter in Book/Conference paperConference paper

Linear programming
Labeling
Lighting
28 Citations (Scopus)

Shape-based automatic detection of a large number of 3D facial landmarks

Gilani, S., Shafait, F. & Mian, A., 2015, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE, Institute of Electrical and Electronics Engineers, Vol. 07-12-June-2015. p. 4639-4648 9 p. 10.1109/CVPR.2015.7299095

Research output: Chapter in Book/Conference paperConference paper

Open Access
Seed
Textures
1 Citation (Scopus)

Sign Constrained Rectifier Networks with Applications to Pattern Decompositions

An, S., Ke, Q., Bennamoun, M., Boussaid, F. & Sohel, F., 2015, Machine Learning and Knowledge Discovery in Databases. Appice, A., Rodrigues, P. P., Costa, V. S., Soares, C., Gama, J. & Jorge, A. (eds.). Switzerland: Springer, Vol. Part 1. p. 546-559

Research output: Chapter in Book/Conference paperConference paper

4 Citations (Scopus)

Sparse Kernel Learning for Image Set Classification

Uzair, M., Mahmood, A. & Mian, A., 2015, Computer Vision -- ACCV 2014. USA: Springer, Vol. 9004. p. 617-631

Research output: Chapter in Book/Conference paperConference paper

Spatiotemporal Derivative Pattern: A Dynamic Texture Descriptor for Video Matching

Hajati, F., Tavakolian, M., Gheisari, S. & Mian, A., 2015, Computer Vision – ACCV 2014 12th Asian Conference on Computer Vision Singapore, Singapore, November 1–5, 2014 Revised Selected Papers, Part V. USA: Springer, Vol. 9007. p. 626-641

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)

Spin polarized low-energy positron source

Petrov, V., Samarin, S., Sudarshan, K., Pravica, L., Guagliardo, P. & Williams, J., 2015, Journal of Physics: Conference Series. Institute of Physics, Vol. 618. p. 012043

Research output: Chapter in Book/Conference paperConference paper

Open Access
positrons
polarization
energy
electron emission
asymmetry
1 Citation (Scopus)

Spin-polarized single- and two-electron spectroscopies at various kinematics

Samarin, S., Tan, M., Artamonov, O. M., Baraban, A. P., Guagliardo, P. & Williams, J., 2015, Journal of Physics: Conference Series. Lorenzo Ugo Ancarani: Institute of Physics, Vol. 601. p. 1-10

Research output: Chapter in Book/Conference paperConference paper

Open Access
electron spectroscopy
kinematics
asymmetry
ferromagnetic films
polarization

Student Experiences of Threshold Capability Development in an Engineering Unit in Intensive Mode

Male, S., Baillie, C., Macnish, C., Leggoe, J., Hancock, P., Alam, F., Crispin, S., Harte, D. & Ranmuthugala, D., 2015, Proceedings, 26th Annual Conference of the Australasian Association for Engineering Education (AAEE 2015). Geelong, Victoria: School of Engineering, Deakin University: Deakin University, Vol. 1. p. 733-742

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)

SUBSCALE: Fast and scalable subspace clustering for high dimensional data

Kaur, A. & Datta, A., 2015, Proceedings 2014 IEEE International Conference on Data Mining Workshop (ICDMW). New Jersey, USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 621-628

Research output: Chapter in Book/Conference paperConference paper

Costs

Supersymmetric Spacetimes from Curved Superspace

Kuzenko, S. M., Aug 2015, Proceedings of the Corfu Summer Institute 2014. Proceedings of Science, 21 p. 140. (Proceedings of Science).

Research output: Chapter in Book/Conference paperConference paper

Open Access
supergravity
supersymmetry
tensors
torsion
curvature

Teaching Wireless Networking Through Monitoring

Mcdonald, C., 2015, Proceedings of the 6th Annual International Conference on Computer Science Education: Innovation & Technology (CSEIT 2015). Singapore: Global Science and Technology Forum, Vol. 1. p. 128-133

Research output: Chapter in Book/Conference paperConference paper

The effect of allowing Taxis to use bus lanes on BRT routes II

Fowkes, N., Hocking, G. C., Ali, M. & Mitchell, S. L., 2015, Proceedings of the Mathematics in Industry Study Group 2015 . Mason, D. P. (ed.). University of the Witwatersrand, p. 39-50 12 p.

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

The Linear Impulse Response for Disturbances in an Oscillatory Stokes Layer

Davies, C., Thomas, C., Bassom, A. & Blennerhassett, P. J., 2015, Procedia IUTAM. Elsevier, Vol. 14. p. 381-384

Research output: Chapter in Book/Conference paperConference paper

Open Access
impulses
disturbances
spikes
simulation
actuators

The MWA GLEAM 4 Jy sample; a new large, bright radio source sample at 151 MHz

Jackson, C. A., Franzen, T. M. O., Seymour, N., White, S. V., Murphy, T., Sadler, E. M., Callingham, J. R., Hunstead, R. W., Hughes, J., Wall, J. V., Bell, M. E., Dwarakanath, K. S., For, B-Q., Gaensler, B. M., Hancock, P. J., Hindson, L., Hurley-Walker, N., Johnston-Hollitt, M., Kapínska, A., Lenc, E. & 8 othersMckinley, B., Morgan, J., Offringa, A. R., Procopio, P., Staveley-Smith, L., Wayth, R. B., Wu, C. & Zheng, Q., 2015, Proceedings of Science. Italy: Proceedings of Science (PoS), Vol. N/A. p. 1-8 003

Research output: Chapter in Book/Conference paperConference paper

extragalactic radio sources
set theory
catalogs
coverings
flux density

The use of spray on liners for wall stabilisation in mines

Mason, D. P., Fowkes, N., Yemata, R. M. & Nnakenyi, C. A., 2015, Proceedings of the Mathematics in Industry Study Group 2015. South Africa: University of the Witwatersrand, Vol. N/A. p. 13-38

Research output: Chapter in Book/Conference paperConference paper

5 Citations (Scopus)

Towards Affordable and Robust Remote Photogrammetric Sensing for Early Warning of Fracturing and Structural Failure

Macnish, C., Hassan, G. M., Dyskin, A. & Pasternak, E., 2015, Humanitarian Technology Conference (R10-HTC), 2015 IEEE Region 10. Online: IEEE, Institute of Electrical and Electronics Engineers, Vol. 3. p. 1-6

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

Towards a fully automatic markerless motion analysis system for the estimation of body joint kinematics with application to sport analysis

El-Sallam, A., Bennamoun, M., Honda, K. E., Lyttle, A. & Alderson, J., 2015, Proceedings of the 10th International Conference on Computer Graphics Theory and Applications. Germany: Scitepress, p. 58-69

Research output: Chapter in Book/Conference paperConference paper

Sports
Kinematics
Constrained optimization
Video cameras
Cost functions
2 Citations (Scopus)

Transistor Sizing Using Particle Swarm Optimisation

White, L. R., While, L., Deeks, B. & Boussaid, F., 2015, Proceedings of 2015 IEEE Symposium Series on Computational Intelligence. New Jersey, USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 259-266

Research output: Chapter in Book/Conference paperConference paper

12 Citations (Scopus)

Using word embeddings to enhance keyword identification for scientific publications

Wang, R., Liu, W. & Mcdonald, C., 2015, Databases Theory and Applications. Springer, Vol. 9093. p. 257-268

Research output: Chapter in Book/Conference paperConference paper

2014
57 Citations (Scopus)

4MOST: 4-metre multi-object spectroscopic telescope

De Jong, R. S., Barden, S. C., Bellido-Tirado, O., Brynnel, J. G., Chiappini, C., Depagne, E., Haynes, R. D., Johl, D., Phillips, D. P., Schnurr, O., Schwope, A. D., Walcher, J., Bauer, S. M., Cescutti, G., Cioni, M. R. L., Dionies, F., Enke, H., Haynes, D. M., Kelz, A., Kitaura, F. & 93 othersLamer, G., Minchev, I., Müller, V., Nuza, S. E., Olaya, J. C., Piffl, T., Popow, E., Saviauk, A., Steinmetz, M., Ural, U., Valentini, M., Winkler, R., Wisotzki, L., Ansorge, W. R., Banerji, M., González-Solares, E. A., Irwin, M. J., Kennicutt, R. C., King, D. M. P., Mcmahon, R. G., Koposov, S. E., Parry, I. R., Sun, X., Walton, N. A., Finger, G., Iwert, O., Krumpe, M., Lizon, J. L., Mainieri, V., Amans, J. P., Bonifacio, P., Cohen, M., François, P., Jagourel, P., Mignot, S. B., Royer, F., Sartoretti, P., Bender, R., Hess, H. J., Lang-Bardl, F., Muschielok, B., Schlichter, J., Böhringer, H., Boller, T. H., Bongiorno, A., Brusa, M., Dwelly, T., Merloni, A., Nandra, K., Salvato, M., Pragt, J. H., Navarro, R., Gerlofsma, G., Roelfsema, R., Dalton, G. B., Middleton, K. F., Tosh, I. A. J., Boeche, C., Caffau, E., Christlieb, N., Grebel, E. K., Hansen, C. J., Koch, A., Ludwig, H. G., Mandel, H. G., Quirrenbach, A., Sbordone, L., Seifert, W., Thimm, G., Helmi, A., Trager, S. C., Bensby, T., Feltzing, S., Ruchti, G. R., Edvardsson, B., Korn, A. J., Lind, K., Boland, W. H. W. M., Colless, M., Frost, G., Gilbert, J. C., Gillingham, P. R., Lawrence, J., Legg, N., Saunders, W. J., Sheinis, A. I., Driver, S., Robotham, A., Bacon, R., Caillier, P., Kosmalski, J., Laurent, F. & Richard, J., 2014, Proceedings of SPIE - The International Society for Optical Engineering. SPIE, Vol. 9147. p. 91470M

Research output: Chapter in Book/Conference paperConference paper

spectroscopic telescopes
spectrographs
fibers
European Southern Observatory
Southern sky
8 Citations (Scopus)

A benchmark 3D fingerprint database

Zhou, W., Hu, J., Petersen, I. R., Wang, S. & Bennamoun, M., 2014, 2014 11th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2014. IEEE, Institute of Electrical and Electronics Engineers, p. 935-940

Research output: Chapter in Book/Conference paperConference paper

Biometrics
Law enforcement
5 Citations (Scopus)

A composable language for action models

French, T., Hales, J. & Tay, E., 2014, Advances in Modal Logic. London: College Publications, Vol. 10. p. 197-216

Research output: Chapter in Book/Conference paperConference paper

Semantics
Syntactics
Acoustic waves
19 Citations (Scopus)

Action classification with locality-constrained linear coding

Rahmani, H., Mahmood, A., Huynh, D. & Mian, A., 2014, Proceedings - International Conference on Pattern Recognition. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 3511-3516

Research output: Chapter in Book/Conference paperConference paper

Logistics
Classifiers
1 Citation (Scopus)

Adaptive spectral reflectance recovery using spatio-spectral support from hyperspectral images

Khan, Z., Shafait, F. & Mian, A., 2014, IEEE International Conference on Image Processing. Paris: IEEE, Institute of Electrical and Electronics Engineers, Vol. -. p. 664-668

Research output: Chapter in Book/Conference paperConference paper

4 Citations (Scopus)

A Hierarchical Visual Saliency Model for Character Detection in Natural Scenes

Gao, R., Shafait, F., Uchida, S. & Feng, Y., 2014, Camera-Based Document Analysis and Recognition (Lecture Notes in Computer Science). Switzerland: Springer, Vol. 1. p. 18-29

Research output: Chapter in Book/Conference paperConference paper

8 Citations (Scopus)

A model-free approach for the segmentation of unknown objects

Asif, U., Bennamoun, M. & Sohel, F., 2014, IEEE/RSJ International Conference on Intelligent Robots and Systems. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 4914-4921

Research output: Chapter in Book/Conference paperConference paper

A Multi-tier Client-Server Project Employing Mobile Clients

Mcdonald, C., 2014, ACE '14 Proceedings of the Sixteenth Australasian Computing Education Conference. Australia: Association for Computing Machinery (ACM), Vol. 148. p. 91-96

Research output: Chapter in Book/Conference paperConference paper

An application of shape-based level sets to fish detection in underwater images

Ravanbakhsh, M., Shortis, M. R., Shafait, F., Mian, A., Harvey, E. S. & Seager, J. W., 2014, Proceedings of the 2014 Geospatial Science Research 3 Symposium (GSR_3). Central Europe Workshop Proceedings (CEUR-WS), Vol. 1307. p. 1-9

Research output: Chapter in Book/Conference paperConference paper

Fish
Principal component analysis
Classifiers
Pixels
Water