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2020 – today
- 2022
[j6]Benny Zuse Rousso
, Edoardo Bertone, Rodney A. Stewart, Peter Hobson, David P. Hamilton:
Automation of species-specific cyanobacteria phycocyanin fluorescence compensation using machine learning classification. Ecol. Informatics 69: 101669 (2022)- [c18]Sarah Alhammad, Teng Zhang, Kun Zhao, Peter Hobson, Anthony Jennings, Brian C. Lovell:
Efficient Cell Labelling for Gram Stain WSIs. ICPR 2022: 4226-4233 - [c17]Meng Li, Chaoyi Li, Peter Hobson, Tony Jennings, Brian C. Lovell:
MedViTGAN: End-to-End Conditional GAN for Histopathology Image Augmentation with Vision Transformers. ICPR 2022: 4406-4413 - 2021
- [c16]Sarah Alhammad, Kun Zhao, Anthony Jennings, Peter Hobson, Daniel F. Smith, Brett Baker, Justin Staweno, Brian C. Lovell:
Efficient DNN-Based Classification of Whole Slide Gram Stain Images for Microbiology. DICTA 2021: 1-8 - [c15]Meng Li, Kun Zhao, Can Peng, Peter Hobson, Tony Jennings, Brian C. Lovell:
Deep Adaptive Few Example Learning for Microscopy Image Cell Counting. DICTA 2021: 1-7 - 2020
- [c14]Sam Maksoud, Kun Zhao, Peter Hobson, Anthony Jennings, Brian C. Lovell:
SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification. CVPR 2020: 3861-3870 - [i6]Sam Maksoud, Kun Zhao, Peter Hobson, Anthony Jennings, Brian C. Lovell:
SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification. CoRR abs/2003.05080 (2020)
2010 – 2019
- 2019
- [c13]Can Peng, Kun Zhao, Arnold Wiliem, Teng Zhang, Peter Hobson, Anthony Jennings, Brian C. Lovell:
To What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis? DICTA 2019: 1-8 - [i5]Can Peng, Kun Zhao, Arnold Wiliem, Teng Zhang, Peter Hobson, Anthony Jennings, Brian C. Lovell:
To What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis? CoRR abs/1909.09945 (2019) - 2018
- [c12]Teng Zhang, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell:
Training Region Selector for Gram Stained Slides with Limited Data: A Data Distillation Approach. DICTA 2018: 1-6 - [c11]Kun Zhao, Yu Ji Jerry Tang, Teng Zhang, Johanna Carvajal, Daniel F. Smith, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell:
DGDI: A Dataset for Detecting Glomeruli on Renal Direct Immunofluorescence. DICTA 2018: 1-7 - [c10]Teng Zhang, Johanna Carvajal, Daniel F. Smith, Kun Zhao, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell:
SlideNet: Fast and Accurate Slide Quality Assessment Based on Deep Neural Networks. ICPR 2018: 2314-2319 - [i4]Teng Zhang, Johanna Carvajal, Daniel F. Smith, Kun Zhao, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell:
SlideNet: Fast and Accurate Slide Quality Assessment Based on Deep Neural Networks. CoRR abs/1803.07240 (2018) - 2017
- [c9]Johanna Carvajal, Daniel F. Smith, Kun Zhao, Arnold Wiliem, Paul Finucane, Peter Hobson, Anthony Jennings, Rodney McDougall, Brian C. Lovell:
An Early Experience Toward Developing Computer Aided Diagnosis for Gram-Stained Smears Images. CVPR Workshops 2017: 814-820 - 2016
- [j5]Peter Hobson, Brian C. Lovell, Gennaro Percannella, Alessia Saggese, Mario Vento, Arnold Wiliem:
Computer Aided Diagnosis for Anti-Nuclear Antibodies HEp-2 images: Progress and challenges. Pattern Recognit. Lett. 82: 3-11 (2016) - [j4]Peter Hobson, Brian C. Lovell, Gennaro Percannella, Alessia Saggese, Mario Vento, Arnold Wiliem:
HEp-2 staining pattern recognition at cell and specimen levels: Datasets, algorithms and results. Pattern Recognit. Lett. 82: 12-22 (2016) - 2015
- [j3]Peter Hobson, Brian C. Lovell, Gennaro Percannella, Mario Vento, Arnold Wiliem:
Benchmarking human epithelial type 2 interphase cells classification methods on a very large dataset. Artif. Intell. Medicine 65(3): 239-250 (2015) - [c8]Anastasia Miros, Arnold Wiliem, Kim Holohan, Lauren Ball, Peter Hobson, Brian C. Lovell:
A Benchmarking Platform for Mitotic Cell Classification of ANA IIF HEp-2 Images. DICTA 2015: 1-6 - [c7]Asser Samak, Arnold Wiliem, Peter Hobson, Michael Walsh, Ted Ditchmen, Arne Troskie, Sarah Barksdale, Rhonda Edwards, Anthony Jennings, Brian C. Lovell:
An Optimization Approach to Scanning Skin Direct Immunofluorescence Specimens. DICTA 2015: 1-8 - 2014
- [j2]Arnold Wiliem, Conrad Sanderson, Yongkang Wong, Peter Hobson, Rodney F. Minchin, Brian C. Lovell:
Automatic classification of Human Epithelial type 2 cell Indirect Immunofluorescence images using Cell Pyramid Matching. Pattern Recognit. 47(7): 2315-2324 (2014) - [j1]Yan Yang, Arnold Wiliem, Azadeh Alavi, Brian C. Lovell, Peter Hobson:
Visual learning and classification of human epithelial type 2 cell images through spontaneous activity patterns. Pattern Recognit. 47(7): 2325-2337 (2014) - [c6]Peter Hobson, Brian C. Lovell, Gennaro Percannella, Mario Vento, Arnold Wiliem:
Classifying Anti-nuclear Antibodies HEp-2 Images: A Benchmarking Platform. ICPR 2014: 3233-3238 - [c5]Arnold Wiliem, Peter Hobson, Brian C. Lovell:
Discovering discriminative cell attributes for HEp-2 specimen image classification. WACV 2014: 423-430 - [i3]Arnold Wiliem, Conrad Sanderson, Yongkang Wong, Peter Hobson, Rodney F. Minchin, Brian C. Lovell:
Automatic Classification of Human Epithelial Type 2 Cell Indirect Immunofluorescence Images using Cell Pyramid Matching. CoRR abs/1403.3780 (2014) - [i2]Arnold Wiliem, Peter Hobson, Brian C. Lovell:
Discovering Discriminative Cell Attributes for HEp-2 Specimen Image Classification. CoRR abs/1407.7330 (2014) - 2013
- [c4]Yan Yang, Arnold Wiliem, Azadeh Alavi, Peter Hobson:
Classification of human epithelial type 2 cell images using independent component analysis. ICIP 2013: 733-737 - [c3]Arnold Wiliem, Yongkang Wong, Conrad Sanderson, Peter Hobson, Shaokang Chen, Brian C. Lovell:
Classification of Human Epithelial type 2 cell indirect immunofluoresence images via codebook based descriptors. WACV 2013: 95-102 - [i1]Arnold Wiliem, Yongkang Wong, Conrad Sanderson, Peter Hobson, Shaokang Chen, Brian C. Lovell:
Classification of Human Epithelial Type 2 Cell Indirect Immunofluoresence Images via Codebook Based Descriptors. CoRR abs/1304.1262 (2013) - 2012
- [c2]Peter Hobson, Ivan Reid, Jayne Wilton:
Visualising Breath. EVA 2012 - 2011
- [c1]Arnold Wiliem, Peter Hobson, Rodney F. Minchin, Brian C. Lovell:
An Automatic Image Based Single Dilution Method for End Point Titre Quantitation of Antinuclear Antibodies Tests Using HEp-2 Cells. DICTA 2011: 1-6
Coauthor Index
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