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2017

Conference Publication

An early experience toward developing computer aided diagnosis for gram-stained smears images

Carvajal, Johanna, Smith, Daniel F., Zhao, Kun, Wiliem, Arnold, Finucane, Paul, Hobson, Peter, Jennings, Anthony, McDougall, Rodney and Lovell, Brian (2017). An early experience toward developing computer aided diagnosis for gram-stained smears images. 30th IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Honolulu, HI, United States, 21-26 July 2017. Piscataway, NJ, United States: IEEE. doi: 10.1109/CVPRW.2017.113

An early experience toward developing computer aided diagnosis for gram-stained smears images

2016

Journal Article

What is the best way for extracting meaningful attributes from pictures?

Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2016). What is the best way for extracting meaningful attributes from pictures?. Pattern Recognition, 64, 314-326. doi: 10.1016/j.patcog.2016.10.034

What is the best way for extracting meaningful attributes from pictures?

2016

Journal Article

Ion temperature intensification in southern convection flow channels during the 1 October 2001 geomagnetic storm recovery phase

Horvath, Ildiko and Lovell, Brian C. (2016). Ion temperature intensification in southern convection flow channels during the 1 October 2001 geomagnetic storm recovery phase. Journal of Geophysical Research A: Space Physics, 121 (9), 8871-8886. doi: 10.1002/2016JA023109

Ion temperature intensification in southern convection flow channels during the 1 October 2001 geomagnetic storm recovery phase

2016

Journal Article

Executable thematic special issue on pattern recognition techniques for indirect immunofluorescence images analysis

Harandi, Mehrtash, Lovell, Brian C., Percannella, Gennaro, Saggese, Alessia, Vento, Mario and Wiliem, Arnold (2016). Executable thematic special issue on pattern recognition techniques for indirect immunofluorescence images analysis. Pattern Recognition Letters, 82, 1-2. doi: 10.1016/j.patrec.2016.07.010

Executable thematic special issue on pattern recognition techniques for indirect immunofluorescence images analysis

2016

Journal Article

Computer aided diagnosis for anti-nuclear antibodies HEp-2 images: progress and challenges

Hobson, Peter, Lovell, Brian C., Percannella, Gennaro, Saggese, Alessia, Vento, Mario and Wiliem, Arnold (2016). Computer aided diagnosis for anti-nuclear antibodies HEp-2 images: progress and challenges. Pattern Recognition Letters, 82, 3-11. doi: 10.1016/j.patrec.2016.06.013

Computer aided diagnosis for anti-nuclear antibodies HEp-2 images: progress and challenges

2016

Journal Article

Explicit discriminative representation for improved classification of manifold features

Wiliem, Arnold, Vemulapalli, Raviteja and Lovell, Brian C. (2016). Explicit discriminative representation for improved classification of manifold features. Pattern Recognition Letters, 80, 121-128. doi: 10.1016/j.patrec.2016.06.006

Explicit discriminative representation for improved classification of manifold features

2016

Journal Article

Polar tongue of ionization (TOI) and associated Joule heating intensification investigated during the magnetically disturbed period of 1–2 October 2001

Horvath, Ildiko and Lovell, Brian C. (2016). Polar tongue of ionization (TOI) and associated Joule heating intensification investigated during the magnetically disturbed period of 1–2 October 2001. Journal of Geophysical Research A: Space Physics, 121 (6), 5897-5913. doi: 10.1002/2015JA022283

Polar tongue of ionization (TOI) and associated Joule heating intensification investigated during the magnetically disturbed period of 1–2 October 2001

2016

Journal Article

Sparse coding on symmetric positive definite manifolds using Bregman divergences

Harandi, Mehrtash T., Hartley, Richard, Lovell, Brian and Sanderson, Conrad (2016). Sparse coding on symmetric positive definite manifolds using Bregman divergences. IEEE Transactions on Neural Networks and Learning Systems, 27 (6) 7024121, 1294-1306. doi: 10.1109/TNNLS.2014.2387383

Sparse coding on symmetric positive definite manifolds using Bregman divergences

2016

Journal Article

Pattern recognition, part 2

Liu, Cheng-Lin, Lovell, Brian, Tao, Dacheng and Tistarelli, Massimo (2016). Pattern recognition, part 2. IEEE Intelligent Systems, 31 (3) 7478487, 3-5. doi: 10.1109/MIS.2016.55

Pattern recognition, part 2

2016

Journal Article

Pattern recognition, part 1

Liu, Cheng-Lin, Lovell, Brian, Tao, Dacheng and Tistarelli, Massimo (2016). Pattern recognition, part 1. IEEE Intelligent Systems, 31 (2) 7435184, 6-8. doi: 10.1109/MIS.2016.41

Pattern recognition, part 1

2016

Journal Article

Structured subauroral polarization streams and related auroral undulations occurring on the storm day of 21 January 2005

Horvath, Ildiko and Lovell, Brian C. (2016). Structured subauroral polarization streams and related auroral undulations occurring on the storm day of 21 January 2005. Journal of Geophysical Research A: Space Physics, 121 (2), 1680-1695. doi: 10.1002/2015JA022057

Structured subauroral polarization streams and related auroral undulations occurring on the storm day of 21 January 2005

2016

Conference Publication

Automatic and quantitative evaluation of attribute discovery methods

Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2016). Automatic and quantitative evaluation of attribute discovery methods. IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Placid, NY, United States, 7-10 March 2016. Piscataway, NJ, United States: IEEE. doi: 10.1109/WACV.2016.7477693

Automatic and quantitative evaluation of attribute discovery methods

2016

Conference Publication

International Contest on Pattern Recognition techniques for indirect immunofluorescence images analysis

Lovell, Brian C., Percannella, Gennaro, Saggese, Alessia, Vento, Mario and Wiliem, Arnold (2016). International Contest on Pattern Recognition techniques for indirect immunofluorescence images analysis. 23rd International Conference on Pattern Recognition, ICPR 2016, Cancun, Mexico, December 4, 2016-December 8, 2016. Washington, DC United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICPR.2016.7899610

International Contest on Pattern Recognition techniques for indirect immunofluorescence images analysis

2016

Conference Publication

A Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions

Carvajal, Johanna, Wiliem, Arnold, McCool, Chris, Lovell, Brian and Sanderson, Conrad (2016). A Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions. Pacific-Asia Conference on Knowledge Discovery and Data Mining, Auckland, New Zealand, 19-22 April 2016. CHAM: Springer. doi: 10.1007/978-3-319-42996-0_8

A Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions

2016

Conference Publication

Joint recognition and segmentation of actions via probabilistic integration of spatio-temporal fisher vectors

Carvajal, Johanna, McCool, Chris, Lovell, Brian and Sanderson, Conrad (2016). Joint recognition and segmentation of actions via probabilistic integration of spatio-temporal fisher vectors. 20th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2016 and Workshop on Biologically Inspired Data Mining Techniques, BDM 2016, Workshop on Machine Learning for Sensory Data Analysis, MLSDA 2016, Workshop on Predictive Analytics for Critical Care, PACC 2016 and Workshop on Data Mining in Business and Finance, WDMBF 2016, Auckland,, April 19, 2016-April 19, 2016. Heidelberg, Germany: Springer Verlag. doi: 10.1007/978-3-319-42996-0_10

Joint recognition and segmentation of actions via probabilistic integration of spatio-temporal fisher vectors

2016

Conference Publication

Determining the best attributes for surveillance video keywords generation

Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang, Zhao, Kun and Lovell, Brian C. (2016). Determining the best attributes for surveillance video keywords generation. 2nd IEEE International Conference on Identity, Security and Behavior Analysis, ISBA 2016, Sendai, Japan, 29 February - 2 March 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ISBA.2016.7477239

Determining the best attributes for surveillance video keywords generation

2016

Conference Publication

Manifold convex hull (MACH): satisfying a need for SPD

Zhao, Kun, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2016). Manifold convex hull (MACH): satisfying a need for SPD. 23rd IEEE International Conference on Image Processing, ICIP 2016, Phoenix, AZ, United States, 25-28 September 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICIP.2016.7532357

Manifold convex hull (MACH): satisfying a need for SPD

2016

Journal Article

HEp-2 staining pattern recognition at cell and specimen levels: datasets, algorithms and results

Hobson, Peter, Lovell, Brian C., Percannella, Gennaro, Saggese, Alessia, Vento, Mario and Wiliem, Arnold (2016). HEp-2 staining pattern recognition at cell and specimen levels: datasets, algorithms and results. Pattern Recognition Letters, 82 (SI), 12-22. doi: 10.1016/j.patrec.2016.07.013

HEp-2 staining pattern recognition at cell and specimen levels: datasets, algorithms and results

2016

Conference Publication

Is Alice chasing or being chased?: Determining subject and object of activities in videos

Zhang, Teng, Liu, Liangchen, Wiliem, Arnold and Lovell, Brian (2016). Is Alice chasing or being chased?: Determining subject and object of activities in videos. IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Placid, NY, United States, 7-10 March 2016. Piscataway, NJ, United States: IEEE. doi: 10.1109/WACV.2016.7477710

Is Alice chasing or being chased?: Determining subject and object of activities in videos

2015

Journal Article

Benchmarking human epithelial type 2 interphase cells classification methods on a very large dataset

Hobson, Peter, Lovell, Brian C., Percannella, Gennaro, Vento, Mario and Wiliem, Arnold (2015). Benchmarking human epithelial type 2 interphase cells classification methods on a very large dataset. Artificial Intelligence in Medicine, 65 (3), 239-250. doi: 10.1016/j.artmed.2015.08.001

Benchmarking human epithelial type 2 interphase cells classification methods on a very large dataset