Brian C. Lovell

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 105

Top Venues

CoRR

ICPR

DICTA

Pattern Recognit. Lett.

Publications

Kaiyu Guo, Brian C. Lovell
Domain-aware triplet loss in domain generalization. Comput. Vis. Image Underst. 243 (2024)
Can Peng, Kun Zhao, Sam Maksoud, Tianren Wang, Brian C. Lovell
DIODE: Dilatable Incremental Object Detection. Pattern Recognit. 136 (2023)
Sarah Alhammad, Brian C. Lovell
Knowing the Unknown: Open-set Bacteria Classification in Gram Stain Microscopic Images. IJCNN (2023)
Can Peng, Piotr Koniusz, Kaiyu Guo, Brian C. Lovell, Peyman Moghadam
Multivariate Prototype Representation for Domain-Generalized Incremental Learning. CoRR (2023)
Chaoyi Li, Brian C. Lovell
Uncertainty-Guided Cross-Modality Semi-Supervised Learning for MRI Segmentation. DICTA (2023)
Meng Li, Chaoyi Li, Can Peng, Liangchen Liu, Brian C. Lovell
End to End Generative Meta Curriculum Learning for Medical Data Augmentation. ICIP (2023)
Chaoyi Li, Meng Li, Can Peng, Brian C. Lovell
Dynamic Curriculum Learning via In-Domain Uncertainty for Medical Image Classification. MICCAI (5) (2023)
Can Peng, Kun Zhao, Tianren Wang, Meng Li, Brian C. Lovell
Few-Shot Class-Incremental Learning from an Open-Set Perspective. CoRR (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)
Meng Li, Chaoyi Li, Can Peng, Brian C. Lovell
Conditioned Generative Transformers for Histopathology Image Synthetic Augmentation. CoRR (2022)
Can Peng, Kun Zhao, Tianren Wang, Meng Li, Brian C. Lovell
Few-Shot Class-Incremental Learning from an Open-Set Perspective. ECCV (25) (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, Brian C. Lovell
End to End Generative Meta Curriculum Learning For Medical Data Augmentation. CoRR (2022)
Can Peng, Kun Zhao, Sam Maksoud, Tianren Wang, Brian C. Lovell
DIODE: Dilatable Incremental Object Detection. CoRR (2021)
Tianren Wang, Teng Zhang, Brian C. Lovell
Faces à la Carte: Text-to-Face Generation via Attribute Disentanglement. WACV (2021)
Siqi Yang, Jun Zhang, Junzhou Huang, Brian C. Lovell, Xiao Han
Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels. AAAI (2021)
Tianren Wang, Can Peng, Teng Zhang, Brian C. Lovell
FaceCook: Face Generation Based on Linear Scaling Factors. CoRR (2021)
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)
Can Peng, Kun Zhao, Sam Maksoud, Meng Li, Brian C. Lovell
SID: Incremental learning for anchor-free object detection via Selective and Inter-related Distillation. Comput. Vis. Image Underst. 210 (2021)
Sam Maksoud, Kun Zhao, Can Peng, Brian C. Lovell
Scalable Bayesian Deep Learning with Kernel Seed Networks. CoRR (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)
Tianren Wang, Teng Zhang, Brian C. Lovell
Faces à la Carte: Text-to-Face Generation via Attribute Disentanglement. CoRR (2020)
Can Peng, Kun Zhao, Sam Maksoud, Meng Li, Brian C. Lovell
SID: Incremental Learning for Anchor-Free Object Detection via Selective and Inter-Related Distillation. CoRR (2020)
Can Peng, Kun Zhao, Brian C. Lovell
Faster ILOD: Incremental Learning for Object Detectors based on Faster RCNN. CoRR (2020)
Teng Zhang, Liangchen Liu, Kun Zhao, Arnold Wiliem, Graham Hemson, Brian C. Lovell
Omni-supervised joint detection and pose estimation for wild animals. Pattern Recognit. Lett. 132 (2020)
Siqi Yang, Lin Wu, Arnold Wiliem, Brian C. Lovell
Unsupervised Domain Adaptive Object Detection Using Forward-Backward Cyclic Adaptation. ACCV (3) (2020)
Sam Maksoud, Kun Zhao, Peter Hobson, Anthony Jennings, Brian C. Lovell
SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification. CVPR (2020)
Siqi Yang, Lin Wu, Arnold Wiliem, Brian C. Lovell
Unsupervised Domain Adaptive Object Detection using Forward-Backward Cyclic Adaptation. CoRR (2020)
Kohei Kurihara, Tianren Wang, Teng Zhang, Brian C. Lovell
Boundary guided image translation for pose estimation from ultra-low resolution thermal sensor. ICPR (2020)
Tianren Wang, Teng Zhang, Brian C. Lovell
EBIT: Weakly-supervised image translation with edge and boundary enhancement. Pattern Recognit. Lett. 138 (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, Brian C. Lovell
Faster ILOD: Incremental learning for object detectors based on faster RCNN. Pattern Recognit. Lett. 140 (2020)
Gemma Dianne, Arnold Wiliem, Brian C. Lovell
Deep-Learning from Mistakes: Automating Cloud Class Refinement for Sky Image Segmentation. DICTA (2019)
Liangchen Liu, Teng Zhang, Kun Zhao, Arnold Wiliem, Kieren Astin-Walmsley, Brian C. Lovell
Deep Inspection: An Electrical Distribution Pole Parts Study VIA Deep Neural Networks. ICIP (2019)
Sam Maksoud, Arnold Wiliem, Kun Zhao, Teng Zhang, Lin Wu, Brian C. Lovell
CORAL8: Concurrent Object Regression for Area Localization in Medical Image Panels. CoRR (2019)
Tianren Wang, Teng Zhang, Liangchen Liu, Arnold Wiliem, Brian C. Lovell
Cannygan: Edge-Preserving Image Translation with Disentangled Features. ICIP (2019)
Teng Zhang, Liangchen Liu, Arnold Wiliem, Stephen Connor, Zelkjo Ilich, Eddie Van Der Draai, Brian C. Lovell
Deep Corrosion Assessment for Electrical Transmission Towers. DICTA (2019)
Kun Zhao, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
Convex class model on symmetric positive definite manifolds. Image Vis. Comput. 87 (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? 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)
Deyin Liu, Chengwu Liang, Zhiming Zhang, Lin Qi, Brian C. Lovell
Exploring Inter-Instance Relationships within the Query Set for Robust Image Set Matching. Sensors 19 (22) (2019)
Sam Maksoud, Arnold Wiliem, Brian C. Lovell
Recurrent Attention Networks for Medical Concept Prediction. CLEF (Working Notes) (2019)
Meng Li, Lin Wu, Arnold Wiliem, Kun Zhao, Teng Zhang, Brian C. Lovell
Deep Instance-Level Hard Negative Mining Model for Histopathology Images. CoRR (2019)
Sam Maksoud, Arnold Wiliem, Kun Zhao, Teng Zhang, Lin Wu, Brian C. Lovell
CORAL8: Concurrent Object Regression for Area Localization in Medical Image Panels. MICCAI (1) (2019)
Larry Davis, Alberto Del Bimbo, Brian C. Lovell
Award winning papers from the 23rd International Conference on Pattern Recognition (ICPR). Pattern Recognit. Lett. 124 (2019)
Meng Li, Lin Wu, Arnold Wiliem, Kun Zhao, Teng Zhang, Brian C. Lovell
Deep Instance-Level Hard Negative Mining Model for Histopathology Images. MICCAI (1) (2019)
Lin Wu, Yang Wang, Hongzhi Yin, Meng Wang, Ling Shao, Brian C. Lovell
Few-Shot Deep Adversarial Learning for Video-based Person Re-identification. CoRR (2019)
Liangchen Liu, Teng Zhang, Kun Zhao, Arnold Wiliem, Kieren Astin-Walmsley, Brian C. Lovell
Deep inspection: an electrical distribution pole parts study via deep neural networks. CoRR (2019)
Siqi Yang, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks. ECCV (15) (2018)
Siqi Yang, Arnold Wiliem, Brian C. Lovell
It Takes Two to Tango: Cascading Off-the-Shelf Face Detectors. CVPR Workshops (2018)
Liangchen Liu, Feiping Nie, Arnold Wiliem, Zhihui Li, Teng Zhang, Brian C. Lovell
Multi-Modal Joint Clustering With Application for Unsupervised Attribute Discovery. IEEE Trans. Image Process. 27 (9) (2018)
Teng Zhang, Arnold Wiliem, Siqi Yang, Brian C. Lovell
TV-GAN: Generative Adversarial Network Based Thermal to Visible Face Recognition. ICB (2018)
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)
Changxing Ding, Kaiqi Huang, Vishal M. Patel, Brian C. Lovell
Special issue on Video Surveillance-oriented Biometrics. Pattern Recognit. Lett. 107 (2018)
Kun Zhao, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
Convex Class Model on Symmetric Positive Definite Manifolds. CoRR (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)
Wai Y. K. San, Teng Zhang, Shaokang Chen, Arnold Wiliem, Dario Stefanelli, Brian C. Lovell
Early Experience of Depth Estimation on Intricate Objects using Generative Adversarial Networks. DICTA (2018)
Sunil Kumar, Manas Kamal Bhuyan, Brian C. Lovell, Yuji Iwahori
Hierarchical uncorrelated multiview discriminant locality preserving projection for multiview facial expression recognition. J. Vis. Commun. Image Represent. 54 (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)
Liangchen Liu, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
What is the best way for extracting meaningful attributes from pictures? Pattern Recognit. 64 (2017)
Teng Zhang, Arnold Wiliem, Siqi Yang, Brian C. Lovell
TV-GAN: Generative Adversarial Network Based Thermal to Visible Face Recognition. CoRR (2017)
Siqi Yang, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks. CoRR (2017)
Ran He, Brian C. Lovell, Rama Chellappa, Anil K. Jain, Zhenan Sun
Editorial: Special issue on ubiquitous biometrics. Pattern Recognit. 66 (2017)
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)
Siqi Yang, Arnold Wiliem, Brian C. Lovell
To face or not to face: Towards reducing false positive of face detection. IVCNZ (2016)
Johanna Carvajal, Chris McCool, Brian C. Lovell, Conrad Sanderson
Joint Recognition and Segmentation of Actions via Probabilistic Integration of Spatio-Temporal Fisher Vectors. PAKDD Workshops (2016)
Johanna Carvajal, Arnold Wiliem, Chris McCool, Brian C. Lovell, Conrad Sanderson
Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions. PAKDD Workshops (2016)
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)
Johanna Carvajal, Chris McCool, Brian C. Lovell, Conrad Sanderson
Joint Recognition and Segmentation of Actions via Probabilistic Integration of Spatio-Temporal Fisher Vectors. CoRR (2016)
Johanna Carvajal, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell
Towards Miss Universe automatic prediction: The evening gown competition. ICPR (2016)
Wai Y. K. San, Shaokang Chen, Arnold Wiliem, Binn Di, Brian C. Lovell
How do you develop a face detector for the unconstrained environment? IVCNZ (2016)
Cheng-Lin Liu, Brian C. Lovell, Dacheng Tao, Massimo Tistarelli
Pattern Recognition, Part 1 [Guest editors' introduction]. IEEE Intell. Syst. 31 (2) (2016)
Liangchen Liu, Arnold Wiliem, Shaokang Chen, Kun Zhao, Brian C. Lovell
Determining the best attributes for surveillance video keywords generation. CoRR (2016)
Johanna Carvajal, Arnold Wiliem, Chris McCool, Brian C. Lovell, Conrad Sanderson
Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions. CoRR (2016)
Liangchen Liu, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
What is the Best Way for Extracting Meaningful Attributes from Pictures? CoRR (2016)
Siqi Yang, Arnold Wiliem, Brian C. Lovell
The GIST of aligning faces. ICPR (2016)
Arnold Wiliem, Raviteja Vemulapalli, Brian C. Lovell
Explicit discriminative representation for improved classification of manifold features. Pattern Recognit. Lett. 80 (2016)
Johanna Carvajal, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell
Towards Miss Universe Automatic Prediction: The Evening Gown Competition. CoRR (2016)
Kun Zhao, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
Manifold convex hull (MACH): Satisfying a need for SPD. ICIP (2016)
Teng Zhang, Liangchen Liu, Arnold Wiliem, Brian C. Lovell
Is alice chasing or being chased?: Determining subject and object of activities in videos. WACV (2016)
Kun Zhao, Azadeh Alavi, Arnold Wiliem, Brian C. Lovell
Efficient clustering on Riemannian manifolds: A kernelised random projection approach. Pattern Recognit. 51 (2016)
Cheng-Lin Liu, Brian C. Lovell, Dacheng Tao, Massimo Tistarelli
Pattern Recognition, Part 2. IEEE Intell. Syst. 31 (3) (2016)
Liangchen Liu, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
Automatic and Quantitative evaluation of attribute discovery methods. CoRR (2016)
Liangchen Liu, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
Automatic and quantitative evaluation of attribute discovery methods. WACV (2016)
Liangchen Liu, Arnold Wiliem, Shaokang Chen, Kun Zhao, Brian C. Lovell
Determining the best attributes for surveillance video keywords generation. ISBA (2016)
Kun Zhao, Siqi Yang, Arnold Wiliem, Brian C. Lovell
Landmark manifold: Revisiting the Riemannian manifold approach for facial emotion recognition. ICPR (2016)
Brian C. Lovell, Gennaro Percannella, Alessia Saggese, Mario Vento, Arnold Wiliem
International Contest on Pattern Recognition techniques for indirect immunofluorescence images analysis. ICPR (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)
Mehrtash Harandi, Brian C. Lovell, Gennaro Percannella, Alessia Saggese, Mario Vento, Arnold Wiliem
Executable thematic special issue on pattern recognition techniques for indirect immunofluorescence images analysis. Pattern Recognit. Lett. 82 (2016)
Liangchen Liu, Feiping Nie, Teng Zhang, Arnold Wiliem, Brian C. Lovell
Unsupervised automatic attribute discovery method via multi-graph clustering. ICPR (2016)
Mehrtash Tafazzoli Harandi, Richard I. Hartley, Brian C. Lovell, Conrad Sanderson
Sparse Coding on Symmetric Positive Definite Manifolds Using Bregman Divergences. IEEE Trans. Neural Networks Learn. Syst. 27 (6) (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)
Ali Emami, Mehrtash Tafazzoli Harandi, Farhad Dadgostar, Brian C. Lovell
Novelty detection in human tracking based on spatiotemporal oriented energies. Pattern Recognit. 48 (3) (2015)
Kun Zhao, Azadeh Alavi, Arnold Wiliem, Brian C. Lovell
Efficient Clustering on Riemannian Manifolds: A Kernelised Random Projection Approach. CoRR (2015)
Daniel F. Smith, Arnold Wiliem, Brian C. Lovell
Binary watermarks: a practical method to address face recognition replay attacks on consumer mobile devices. ISBA (2015)
Manas Kamal Bhuyan, Karl F. MacDorman, Mithun Kumar Kar, Debanga Raj Neog, Brian C. Lovell, Prathik Gadde
Hand pose recognition from monocular images by geometrical and texture analysis. J. Vis. Lang. Comput. 28 (2015)
Daniel F. Smith, Arnold Wiliem, Brian C. Lovell
Face Recognition on Consumer Devices: Reflections on Replay Attacks. IEEE Trans. Inf. Forensics Secur. 10 (4) (2015)
Matthew Crossman, Arnold Wiliem, Paul Finucane, Anthony Jennings, Brian C. Lovell
A multiple covariance approach for cell detection of Gram-stained smears images. ICASSP (2015)

Brian C. Lovell.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Brian C. Lovell