Peter Hobson

30 papers A* 1A 2B 5Misc 8Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2022 J jnl
Automation of species-specific cyanobacteria phycocyanin fluorescence compensation using machine learning classification.
Ecol. Informatics
Benny Zuse Rousso, Edoardo Bertone, Rodney A. Stewart, Peter Hobson, David P. Hamilton
2022 B conf
Efficient Cell Labelling for Gram Stain WSIs.
ICPR
Sarah Alhammad, Teng Zhang, Kun Zhao, Peter Hobson, Anthony Jennings, Brian C. Lovell
2022 B conf
MedViTGAN: End-to-End Conditional GAN for Histopathology Image Augmentation with Vision Transformers.
ICPR
Meng Li, Chaoyi Li, Peter Hobson, Tony Jennings, Brian C. Lovell
2021 Misc conf
Deep Adaptive Few Example Learning for Microscopy Image Cell Counting.
DICTA
Meng Li, Kun Zhao, Can Peng, Peter Hobson, Tony Jennings, Brian C. Lovell
2021 Misc conf
Efficient DNN-Based Classification of Whole Slide Gram Stain Images for Microbiology.
DICTA
Sarah Alhammad, Kun Zhao, Anthony Jennings, Peter Hobson, Daniel F. Smith, Brett Baker, Justin Staweno, Brian C. Lovell
2020 A* conf
SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification.
CVPR
Sam Maksoud, Kun Zhao, Peter Hobson, Anthony Jennings, Brian C. Lovell
2020 J jnl
SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification.
CoRR
Sam Maksoud, Kun Zhao, Peter Hobson, Anthony Jennings, Brian C. Lovell
2019 Misc conf
To What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis?
DICTA
Can Peng, Kun Zhao, Arnold Wiliem, Teng Zhang, Peter Hobson, Anthony Jennings, Brian C. Lovell
2019 J jnl
To What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis?
CoRR
Can Peng, Kun Zhao, Arnold Wiliem, Teng Zhang, Peter Hobson, Anthony Jennings, Brian C. Lovell
2018 Misc conf
DGDI: A Dataset for Detecting Glomeruli on Renal Direct Immunofluorescence.
DICTA
Kun Zhao, Yu Ji Jerry Tang, Teng Zhang, Johanna Carvajal, Daniel F. Smith, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell
2018 B conf
SlideNet: Fast and Accurate Slide Quality Assessment Based on Deep Neural Networks.
ICPR
Teng Zhang, Johanna Carvajal, Daniel F. Smith, Kun Zhao, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell
2018 J jnl
SlideNet: Fast and Accurate Slide Quality Assessment Based on Deep Neural Networks.
CoRR
Teng Zhang, Johanna Carvajal, Daniel F. Smith, Kun Zhao, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell
2018 Misc conf
Training Region Selector for Gram Stained Slides with Limited Data: A Data Distillation Approach.
DICTA
Teng Zhang, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell
2017 — conf
An Early Experience Toward Developing Computer Aided Diagnosis for Gram-Stained Smears Images.
CVPR Workshops
Johanna Carvajal, Daniel F. Smith, Kun Zhao, Arnold Wiliem, Paul Finucane, Peter Hobson, Anthony Jennings, Rodney McDougall, Brian C. Lovell
2016 J jnl
Computer Aided Diagnosis for Anti-Nuclear Antibodies HEp-2 images: Progress and challenges.
Pattern Recognit. Lett.
Peter Hobson, Brian C. Lovell, Gennaro Percannella, Alessia Saggese, Mario Vento, Arnold Wiliem
2016 J jnl
HEp-2 staining pattern recognition at cell and specimen levels: Datasets, algorithms and results.
Pattern Recognit. Lett.
Peter Hobson, Brian C. Lovell, Gennaro Percannella, Alessia Saggese, Mario Vento, Arnold Wiliem
2015 Misc conf
A Benchmarking Platform for Mitotic Cell Classification of ANA IIF HEp-2 Images.
DICTA
Anastasia Miros, Arnold Wiliem, Kim Holohan, Lauren Ball, Peter Hobson, Brian C. Lovell
2015 Misc conf
An Optimization Approach to Scanning Skin Direct Immunofluorescence Specimens.
DICTA
Asser Samak, Arnold Wiliem, Peter Hobson, Michael Walsh, Ted Ditchmen, Arne Troskie, Sarah Barksdale, Rhonda Edwards, Anthony Jennings, Brian C. Lovell
2015 J jnl
Benchmarking human epithelial type 2 interphase cells classification methods on a very large dataset.
Artif. Intell. Medicine
Peter Hobson, Brian C. Lovell, Gennaro Percannella, Mario Vento, Arnold Wiliem
2014 J jnl
Automatic Classification of Human Epithelial Type 2 Cell Indirect Immunofluorescence Images using Cell Pyramid Matching.
CoRR
Arnold Wiliem, Conrad Sanderson, Yongkang Wong, Peter Hobson, Rodney F. Minchin, Brian C. Lovell
2014 J jnl
Automatic classification of Human Epithelial type 2 cell Indirect Immunofluorescence images using Cell Pyramid Matching.
Pattern Recognit.
Arnold Wiliem, Conrad Sanderson, Yongkang Wong, Peter Hobson, Rodney F. Minchin, Brian C. Lovell
2014 B conf
Classifying Anti-nuclear Antibodies HEp-2 Images: A Benchmarking Platform.
ICPR
Peter Hobson, Brian C. Lovell, Gennaro Percannella, Mario Vento, Arnold Wiliem
2014 J jnl
Discovering Discriminative Cell Attributes for HEp-2 Specimen Image Classification.
CoRR
Arnold Wiliem, Peter Hobson, Brian C. Lovell
2014 A conf
Discovering discriminative cell attributes for HEp-2 specimen image classification.
WACV
Arnold Wiliem, Peter Hobson, Brian C. Lovell
2014 J jnl
Visual learning and classification of human epithelial type 2 cell images through spontaneous activity patterns.
Pattern Recognit.
Yan Yang, Arnold Wiliem, Azadeh Alavi, Brian C. Lovell, Peter Hobson
2013 J jnl
Classification of Human Epithelial Type 2 Cell Indirect Immunofluoresence Images via Codebook Based Descriptors
CoRR
Arnold Wiliem, Yongkang Wong, Conrad Sanderson, Peter Hobson, Shaokang Chen, Brian C. Lovell
2013 A conf
Classification of Human Epithelial type 2 cell indirect immunofluoresence images via codebook based descriptors.
WACV
Arnold Wiliem, Yongkang Wong, Conrad Sanderson, Peter Hobson, Shaokang Chen, Brian C. Lovell
2013 B conf
Classification of human epithelial type 2 cell images using independent component analysis.
ICIP
Yan Yang, Arnold Wiliem, Azadeh Alavi, Peter Hobson
2012 — conf
Visualising Breath.
EVA
Peter Hobson, Ivan Reid, Jayne Wilton
2011 Misc conf
An Automatic Image Based Single Dilution Method for End Point Titre Quantitation of Antinuclear Antibodies Tests Using HEp-2 Cells.
DICTA
Arnold Wiliem, Peter Hobson, Rodney F. Minchin, Brian C. Lovell