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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 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 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 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 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 Conference Publication Using LIP to gloss over faces in single-stage face detection networksYang, Siqi, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2018). Using LIP to gloss over faces in single-stage face detection networks. 15th European Conference on Computer Vision, ECCV 2018, Munich, Germany, 8-14 September 2018. Heidelberg, Germany: Springer. doi: 10.1007/978-3-030-01267-0_39 |
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2018 Conference Publication TV-GAN: generative adversarial network based thermal to visible face recognitionZhang, Teng, Wiliem, Arnold, Yang, Siqi and Lovell, Brian C. (2018). TV-GAN: generative adversarial network based thermal to visible face recognition. International Conference on Biometrics (ICB), Gold Coast, QLD, Australia, 20 - 23 February 2018. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICB2018.2018.00035 |
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2018 Conference Publication It takes two to tango: cascading off-the-shelf face detectorsYang, Siqi, Wiliem, Arnold and Lovell, Brian C. (2018). It takes two to tango: cascading off-the-shelf face detectors. IEEE Conference on Computer Vision and Pattern Recognition Workshops in Biometrics (CVPRW), Salt Lake City, UT, United States, 18 - 22 June 2018. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/CVPRW.2018.00095 |
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2018 Conference Publication SlideNet: fast and accurate slide quality assessment based on deep neural networksZhang, Teng, Carvajal, Johanna, Smith, Daniel F., Zhao, Kun, Wiliem, Arnold, Hobson, Peter, Jennings, Anthony and Lovell, Brian C. (2018). SlideNet: fast and accurate slide quality assessment based on deep neural networks. 24th International Conference on Pattern Recognition, ICPR 2018, Beijing, China, 20 - 24 August 2018. Washington, DC, United States: IEEE Computer Society. doi: 10.1109/ICPR.2018.8546205 |
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2018 Conference Publication An innovative approach to estimate carbon status for improved crop load management in appleDarbyshire, R., San, W. Y. K., Plozza, T., Lovell, B. C., Flachowsky, H., Wünsche, J. and Stefanelli, D. (2018). An innovative approach to estimate carbon status for improved crop load management in apple. International Symposium on Flowering, Fruit Set and Alternate Bearing, Palermo, Italy, 19-23 June 2017. Leuven, Belgium: International Society for Horticultural Science. doi: 10.17660/ActaHortic.2018.1229.43 |
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2017 Conference Publication The GIST of aligning facesYang, Siqi, Wiliem, Arnold and Lovell, Brian C. (2017). The GIST of aligning faces. 2016 23rd International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 4-8 December 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICPR.2016.7900095 |
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2017 Conference Publication How do you develop a face detector for the unconstrained environment?San, Wai Y. K., Chen, Shaokang, Wiliem, Arnold, Di, Binn and Lovell, Brian C. (2017). How do you develop a face detector for the unconstrained environment?. 2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016, Palmerston North, New Zealand, 21 - 22 November 2016. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/IVCNZ.2016.7804414 |
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2017 Conference Publication Landmark manifold: revisiting the Riemannian manifold approach for facial emotion recognitionZhao, Kun, Yang, Siqi, Wiliem, Arnold and Lovell, Brian C. (2017). Landmark manifold: revisiting the Riemannian manifold approach for facial emotion recognition. 2016 23rd International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 4-8 December 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/ICPR.2016.7899782 |
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2017 Conference Publication An early experience toward developing computer aided diagnosis for gram-stained smears imagesCarvajal, 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 |
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2017 Conference Publication Towards Miss Universe automatic prediction: the evening gown competitionCarvajal, Johanna, Wiliem, Arnold, Sanderson, Conrad and Lovell, Brian (2017). Towards Miss Universe automatic prediction: the evening gown competition. 23rd International Conference on Pattern Recognition, ICPR 2016, Cancun, Mexico, 4 - 8 December 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICPR.2016.7899781 |
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2017 Conference Publication To face or not to face: towards reducing false positive of face detectionYang, Siqi, Wiliem, Arnold and Lovell, Brian C. (2017). To face or not to face: towards reducing false positive of face detection. 2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016, Palmerston North, New Zealand, 21 - 22 November 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IVCNZ.2016.7804415 |
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2017 Conference Publication Unsupervised automatic attribute discovery method via multi-graph clusteringLiu, Liangchen, Nie, Feiping, Zhang, Teng, Wiliem, Arnold and Lovell, Brian C. (2017). Unsupervised automatic attribute discovery method via multi-graph clustering. International Conference on Pattern Recognition (ICPR), Cancún, México, 4-8 December 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICPR.2016.7899883 |
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2016 Conference Publication Manifold convex hull (MACH): satisfying a need for SPDZhao, 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 |
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2016 Conference Publication Joint recognition and segmentation of actions via probabilistic integration of spatio-temporal fisher vectorsCarvajal, 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 |
