Peter Hobson

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 16

Top Topics

Image Classification

Microscope Images

Automatic Classification

Top Venues

Pattern Recognit.

Publications

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 (2022)
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)
Sarah Alhammad, Teng Zhang, Kun Zhao, Peter Hobson, Anthony Jennings, Brian C. Lovell
Efficient Cell Labelling for Gram Stain WSIs. ICPR (2022)
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)
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)
Sam Maksoud, Kun Zhao, Peter Hobson, Anthony Jennings, Brian C. Lovell
SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification. CVPR (2020)
Sam Maksoud, Kun Zhao, Peter Hobson, Anthony Jennings, Brian C. Lovell
SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification. CoRR (2020)
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)
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 (2019)
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)
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)
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 (2018)
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)
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)
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 (2016)
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 (2016)
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)
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)
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) (2015)
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) (2014)
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 (2014)
Arnold Wiliem, Peter Hobson, Brian C. Lovell
Discovering Discriminative Cell Attributes for HEp-2 Specimen Image Classification. CoRR (2014)
Peter Hobson, Brian C. Lovell, Gennaro Percannella, Mario Vento, Arnold Wiliem
Classifying Anti-nuclear Antibodies HEp-2 Images: A Benchmarking Platform. ICPR (2014)
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) (2014)
Arnold Wiliem, Peter Hobson, Brian C. Lovell
Discovering discriminative cell attributes for HEp-2 specimen image classification. WACV (2014)
Yan Yang, Arnold Wiliem, Azadeh Alavi, Peter Hobson
Classification of human epithelial type 2 cell images using independent component analysis. ICIP (2013)
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 (2013)
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)
Peter Hobson, Ivan Reid, Jayne Wilton
Visualising Breath. EVA (2012)
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)
Bin Yu, Wenming Guo, Maozhen Li, Yong-Hua Song, Peter Hobson, Man Qi
Service Matchmaking and Discovery with Rough Sets. SKG (2006)