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2021 Conference Publication Minimizing labeling cost for nuclei instance segmentation and classification with cross-domain images and weak labelsYang, Siqi, Zhang, Jun, Huang, Junzhou, Lovell, Brian C. and Han, Xiao (2021). Minimizing labeling cost for nuclei instance segmentation and classification with cross-domain images and weak labels. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence, Electr Network, 2-9 February 2021. Washington, DC, United States: Association for the Advancement of Artificial Intelligence. doi: 10.1609/aaai.v35i1.16150 |
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2021 Conference Publication Faces à la carte: Text-to-face generation via attribute disentanglementWang, Tianren, Zhang, Teng and Lovell, Brian (2021). Faces à la carte: Text-to-face generation via attribute disentanglement. 2021 IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, United States, 3-8 January 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/WACV48630.2021.00342 |
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2021 Conference Publication Unsupervised domain adaptive object detection using forward-backward cyclic adaptationYang, Siqi, Wu, Lin, Wiliem, Arnold and Lovell, Brian C. (2021). Unsupervised domain adaptive object detection using forward-backward cyclic adaptation. 15th Asian Conference on Computer Vision, Kyoto, Japan, 30 November-4 December 2020. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-69535-4_8 |
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2020 Journal Article Complex sub‐auroral flow channel structure formed by Double‐Peak Sub‐Auroral Ion Drifts (DSAID) and Abnormal Sub‐Auroral Ion Drifts (ASAID)Horvath, Ildiko and Lovell, Brian C. (2020). Complex sub‐auroral flow channel structure formed by Double‐Peak Sub‐Auroral Ion Drifts (DSAID) and Abnormal Sub‐Auroral Ion Drifts (ASAID). Journal of Geophysical Research: Space Physics, 126 (1) e2020JA028475, 1-20. doi: 10.1029/2020ja028475 |
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2020 Journal Article Faster ILOD: Incremental Learning for Object Detectors based on Faster RCNNPeng, Can, Zhao, Kun and Lovell, Brian C. (2020). Faster ILOD: Incremental Learning for Object Detectors based on Faster RCNN. Pattern Recognition Letters, 140, 109-115. doi: 10.1016/j.patrec.2020.09.030 |
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2020 Journal Article EBIT: weakly-supervised image translation with edge and boundary enhancementWang, Tianren, Zhang, Teng and Lovell, Brian C. (2020). EBIT: weakly-supervised image translation with edge and boundary enhancement. Pattern Recognition Letters, 138, 534-539. doi: 10.1016/j.patrec.2020.08.025 |
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2020 Journal Article Omni-supervised joint detection and pose estimation for wild animalsZhang, Teng, Liu, Liangchen, Zhao, Kun, Wiliem, Arnold, Hemson, Graham and Lovell, Brian (2020). Omni-supervised joint detection and pose estimation for wild animals. Pattern Recognition Letters, 132, 84-90. doi: 10.1016/j.patrec.2018.11.002 |
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2020 Other Outputs SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image ClassificationMaksoud, Sam, Zhao, Kun, Hobson, Peter, Jennings, Anthony and Lovell, Brian (2020). SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification. |
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2020 Journal Article Investigating magnetosphere‐ionosphere‐thermosphere (M‐I‐T) coupling occurring during the 7‐8 November 2004 superstormHorvath, Ildiko and Lovell, Brian C. (2020). Investigating magnetosphere‐ionosphere‐thermosphere (M‐I‐T) coupling occurring during the 7‐8 November 2004 superstorm. Journal of Geophysical Research: Space Physics, 125 (2) e2019JA027484. doi: 10.1029/2019ja027484 |
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2020 Other Outputs Liver Kidney Stomach Immunofluorescence DatasetMaksoud, Sam, Lovell, Brian and Hobson, Peter (2020). Liver Kidney Stomach Immunofluorescence Dataset. The University of Queensland. (Dataset) doi: 10.14264/a6bf65d |
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2020 Conference Publication SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image ClassificationMaksoud, Sam, Zhao, Kun, Hobson, Peter, Jennings, Anthony and Lovell, Brian C. (2020). SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA United States, 13-19 June 2020. Piscataway, NJ United States: IEEE. doi: 10.1109/cvpr42600.2020.00392 |
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2019 Journal Article Exploring inter-instance relationships within the query set for robust image set matchingLiu, Deyin, Liang, Chengwu, Zhang, Zhiming, Qi, Lin and Lovell, Brian C. (2019). Exploring inter-instance relationships within the query set for robust image set matching. Sensors, 19 (22) 5051, 5051. doi: 10.3390/s19225051 |
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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 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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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 |
