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2022 Conference Publication Efficient cell labelling for gram stain WSIsAlhammad, Sarah, Zhang, Teng, Zhao, Kun, Hobson, Peter, Jennings, Anthony and Lovell, Brian C. (2022). Efficient cell labelling for gram stain WSIs. 26th International Conference on Pattern Recognition (ICPR), Montreal, QC, Canada, 21-25 August 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icpr56361.2022.9956490 |
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2022 Conference Publication MedViTGAN: end-to-end conditional GAN for histopathology image augmentation with vision transformersLi, Meng, Li, Chaoyi, Hobson, Peter, Jennings, Tony and Lovell, Brian C. (2022). MedViTGAN: end-to-end conditional GAN for histopathology image augmentation with vision transformers. 26th International Conference on Pattern Recognition / 8th International Workshop on Image Mining - Theory and Applications (IMTA), Montreal, Canada, 21-25 August 2022. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/icpr56361.2022.9956431 |
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2022 Conference Publication Few-Shot Class-Incremental Learning from an Open-Set PerspectivePeng, Can, Zhao, Kun, Wang, Tianren, Li, Meng and Lovell, Brian C. (2022). Few-Shot Class-Incremental Learning from an Open-Set Perspective. 17th European Conference on Computer Vision - ECCV 2022, Tel Aviv, Israel, 23–27 October 2022. Cham, Switzlerland: Springer Nature. doi: 10.1007/978-3-031-19806-9_22 |
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2021 Conference Publication Efficient DNN-Based Classification of Whole Slide Gram Stain Images for MicrobiologyAlhammad, Sarah, Zhao, Kun, Jennings, Anthony, Hobson, Peter, Smith, Daniel F., Baker, Brett, Staweno, Justin and Lovell, Brian C. (2021). Efficient DNN-Based Classification of Whole Slide Gram Stain Images for Microbiology. 2021 Digital Image Computing: Techniques and Applications (DICTA), Gold Coast, QLD Australia, 29 November - 1 December 2021. Piscataway, NJ United States: IEEE. doi: 10.1109/dicta52665.2021.9647415 |
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2021 Journal Article SID: Incremental learning for anchor-free object detection via Selective and Inter-related DistillationPeng, Can, Zhao, Kun, Maksoud, Sam, Li, Meng and Lovell, Brian C. (2021). SID: Incremental learning for anchor-free object detection via Selective and Inter-related Distillation. Computer Vision and Image Understanding, 210 103229, 103229. doi: 10.1016/j.cviu.2021.103229 |
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2021 Journal Article Investigating the coupled Magnetosphere‐Ionosphere‐Thermosphere (M‐I‐T) system’s responses to the 20 November 2003 superstormHorvath, Ildiko and Lovell, Brian C. (2021). Investigating the coupled Magnetosphere‐Ionosphere‐Thermosphere (M‐I‐T) system’s responses to the 20 November 2003 superstorm. Journal of Geophysical Research: Space Physics, 126 (9) e2021JA029215. doi: 10.1029/2021ja029215 |
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2021 Journal Article Subauroral flow channel structures and auroral undulations triggered by Kelvin‐Helmholtz wavesHorvath, Ildiko and Lovell, Brian C. (2021). Subauroral flow channel structures and auroral undulations triggered by Kelvin‐Helmholtz waves. Journal of Geophysical Research: Space Physics, 126 (6) e2021JA029144. doi: 10.1029/2021ja029144 |
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2021 Conference Publication Boundary guided image translation for pose estimation from ultra-low resolution thermal sensorKurihara, Kohei, Wang, Tianren, Zhang, Teng and Lovell, Brian C. (2021). Boundary guided image translation for pose estimation from ultra-low resolution thermal sensor. 25th International Conference on Pattern Recognition (ICPR), Online, 10-15 January 2021. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICPR48806.2021.9412250 |
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2021 Journal Article Magnetosphere‐ionosphere‐thermosphere (M‐I‐T) coupling leading to equatorial upward and westward drifting supersonic plasma bubble development and amplified subauroral polarization streams (SAPS) during the January 21, 2005 moderate stormHorvath, Ildiko and Lovell, Brian C. (2021). Magnetosphere‐ionosphere‐thermosphere (M‐I‐T) coupling leading to equatorial upward and westward drifting supersonic plasma bubble development and amplified subauroral polarization streams (SAPS) during the January 21, 2005 moderate storm. Journal of Geophysical Research: Space Physics, 126 (5) e2020JA028548. doi: 10.1029/2020ja028548 |
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2021 Journal Article Investigating the development of distinctive sub‐auroral flow channels during the 7‐8 November 2004 SuperstormHorvath, Ildiko and Lovell, Brian C. (2021). Investigating the development of distinctive sub‐auroral flow channels during the 7‐8 November 2004 Superstorm. Journal of Geophysical Research: Space Physics, 126 (2) e2020JA027821. doi: 10.1029/2020ja027821 |
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2021 Conference Publication Deep adaptive few example learning for microscopy image cell countingLi, Meng, Zhao, Kun, Peng, Can, Hobson, Peter, Jennings, Tony and Lovell, Brian C. (2021). Deep adaptive few example learning for microscopy image cell counting. 2021 Digital Image Computing: Techniques and Applications (DICTA), Gold Coast, QLD, Australia, 29 November - 1 December 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/DICTA52665.2021.9647246 |
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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). doi: 10.1029/2019ja027484 |
