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2019 Journal Article Convex class model on symmetric positive definite manifoldsZhao, Kun, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2019). Convex class model on symmetric positive definite manifolds. Image and Vision Computing, 87, 57-67. doi: 10.1016/j.imavis.2019.04.005 |
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2019 Journal Article Abnormal subauroral ion drifts (ASAID) and Pi2s during cross-tail current disruptions observed by Polar on the magnetically quiet days of October 2003Horvath, Ildiko and Lovell, Brian C. (2019). Abnormal subauroral ion drifts (ASAID) and Pi2s during cross-tail current disruptions observed by Polar on the magnetically quiet days of October 2003. Journal of Geophysical Research: Space Physics, 124 (7) 2019JA026725, 6097-6116. doi: 10.1029/2019ja026725 |
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2019 Journal Article Investigating the development of Abnormal Subauroral Ion Drifts (ASAID) during the magnetically quiet times of October 2003Horvath, Ildiko and Lovell, Brian C. (2019). Investigating the development of Abnormal Subauroral Ion Drifts (ASAID) during the magnetically quiet times of October 2003. Journal of Geophysical Research: Space Physics, 124 (1), 715-733. doi: 10.1029/2018JA026230 |
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2019 Conference Publication CORAL8: Concurrent object regression for area localization in medical image panelsMaksoud, Sam, Wiliem, Arnold, Zhao, Kun, Zhang, Teng, Wu, Lin and Lovell, Brian (2019). CORAL8: Concurrent object regression for area localization in medical image panels. MICCAI: International Conference on Medical Image Computing and Computer-Assisted Intervention, Shenzhen, China, 13-17 October 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-32239-7_48 |
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2019 Conference Publication To what extent does downsampling, compression, and data scarcity impact renal image analysis?Peng, Can, Zhao, Kun, Wiliem, Arnold, Zhang, Teng, Hobson, Peter, Jennings, Anthony and Lovell, Brian C. (2019). To what extent does downsampling, compression, and data scarcity impact renal image analysis?. 2019 Digital Image Computing: Techniques and Applications (DICTA), Perth, WA Australia, 2-4 December 2019. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA47822.2019.8945813 |
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2019 Conference Publication DGDI: a dataset for detecting glomeruli on renal direct immunofluorescenceZhao, Kun, Tang, Yu Ji Jerry, Zhang, Teng, Carvajal, Johanna, Smith, Daniel F., Wiliem, Arnold, Hobson, Peter, Jennings, Anthony and Lovell, Brian C. (2019). DGDI: a dataset for detecting glomeruli on renal direct immunofluorescence. 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018, Canberra, ACT, Australia, 10-13 December 2018. New York, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA.2018.8615769 |
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2019 Conference Publication Recurrent attention networks for medical concept predictionMaksoud, Sam, Wiliem, Arnold and Lovell, Brian (2019). Recurrent attention networks for medical concept prediction. 20th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2019, Lugano, Switzerland, 9 - 12 September 2019. Aachen, Germany: CEUR-WS. |
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2019 Conference Publication Deep inspection: an electrical distribution pole parts study VIA deep neural networksLiu, Liangchen, Zhang, Teng, Zhao, Kun, Wiliem, Arnold, Astin-Walmsley, Kieren and Lovell, Brian (2019). Deep inspection: an electrical distribution pole parts study VIA deep neural networks. IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, 22-25 September 2019. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/ICIP.2019.8803415 |
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2019 Conference Publication Early experience of depth estimation on intricate objects using generative adversarial networksSan, Wai Y. K., Zhang, Teng, Chen, Shaokang, Wiliem, Arnold, Stefanelli, Dario and Lovell, Brian C. (2019). Early experience of depth estimation on intricate objects using generative adversarial networks. 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018, Canberra, ACT, Australia, 10-13 December 2018. New York, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA.2018.8615783 |
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2019 Book Chapter Deep learning in person re-identification for cyber-physical surveillance systemsWu, Lin, Lovell, Brian C. and Wang, Yang (2019). Deep learning in person re-identification for cyber-physical surveillance systems. Deep Learning Applications for Cyber Security. (pp. 45-72) edited by Alazab, M. and Tang, M. J.. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-13057-2_3 |
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2019 Conference Publication Deep corrosion assessment for electrical transmission towersZhang, Teng, Liu, Liangchen, Wiliem, Arnold, Connor, Stephen, Ilich, Zelkjo, Van Der Draai, Eddie and Lovell, Brian (2019). Deep corrosion assessment for electrical transmission towers. 2019 Digital Image Computing: Techniques and Applications, DICTA 2019, Perth, WA, Australia, 2-4 December 2019. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA47822.2019.8945905 |
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2019 Conference Publication Training region selector for gram stained slides with limited data: a data distillation approachZhang, Teng, Wiliem, Arnold, Hobson, Peter, Jennings, Anthony and Lovell, Brian C. (2019). Training region selector for gram stained slides with limited data: a data distillation approach. 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018, Canberra, ACT, 10-13 December 2018. New York, NY, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA.2018.8615760 |
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2019 Conference Publication Deep instance-level hard negative mining model for histopathology imagesLi, Meng, Wu, Lin, Wiliem, Arnold, Zhao, Kun, Zhang, Teng and Lovell, Brian (2019). Deep instance-level hard negative mining model for histopathology images. MICCAI: International Conference on Medical Image Computing and Computer-Assisted Intervention, Shenzhen, China, 13-17 October 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-32239-7_57 |
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2019 Conference Publication Deep-learning from mistakes: automating cloud class refinement for sky image segmentationDianne, Gemma, Wiliem, Arnold and Lovell, Brian C. (2019). Deep-learning from mistakes: automating cloud class refinement for sky image segmentation. 2019 Digital Image Computing: Techniques and Applications, DICTA 2019, Perth, WA, Australia, 2-4 December 2019. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA47822.2019.8946028 |
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2019 Conference Publication Cannygan: Edge-Preserving Image Translation with Disentangled FeaturesWang, Tianren, Zhang, Teng, Liu, Liangchen, Wiliem, Arnold and Lovell, Brian (2019). Cannygan: Edge-Preserving Image Translation with Disentangled Features. 2019 IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, 22-25 September 2019. Piscataway, NJ United States: IEEE Computer Society. doi: 10.1109/ICIP.2019.8803828 |
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2018 Journal Article Multi-modal joint clustering with application for unsupervised attribute discoveryLiu, Liangchen, Nie, Feiping, Wiliem, Arnold, Li, Zhihui, Zhang, Teng and Lovell, Brian C. (2018). Multi-modal joint clustering with application for unsupervised attribute discovery. IEEE Transactions On Image Processing, 27 (9), 4345-4356. doi: 10.1109/TIP.2018.2831454 |
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2018 Journal Article Polar ion temperature variations during the 22 January 2012 magnetic stormHorvath, Ildiko and Lovell, Brian C. (2018). Polar ion temperature variations during the 22 January 2012 magnetic storm. Journal of Geophysical Research: Space Physics, 123 (9), 7806-7824. doi: 10.1029/2018JA025727 |
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2018 Journal Article Hierarchical uncorrelated multiview discriminant locality preserving projection for multiview facial expression recognitionKumar, Sunil, Bhuyan, M. K., Lovell, Brian C. and Iwahori, Yuji (2018). Hierarchical uncorrelated multiview discriminant locality preserving projection for multiview facial expression recognition. Journal of Visual Communication and Image Representation, 54, 171-181. doi: 10.1016/j.jvcir.2018.04.013 |
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2018 Journal Article Special issue on video surveillance-oriented biometricsDing, Changxing, Huang, Kaiqi, Patel, Vishal M. and Lovell, Brian C. (2018). Special issue on video surveillance-oriented biometrics. Pattern Recognition Letters, 107, 1-2. doi: 10.1016/j.patrec.2018.01.017 |
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2018 Journal Article Polar Cap Energy Deposition Events During the 5-6 August 2011 Magnetic StormHorvath, Ildiko and Lovell, Brian C. (2018). Polar Cap Energy Deposition Events During the 5-6 August 2011 Magnetic Storm. Journal of Geophysical Research: Space Physics, 123 (3), 2351-2369. doi: 10.1002/2017JA025102 |
