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Brian C. Lovell

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

132

Venues

24

Active years

1988–2025

Best venue rank

A*

Where they publish

Papers

132 indexed papers, newest first.

YearVenueTitleAuthors
2025ICMLImproving Out-of-Distribution Detection via Dynamic Covariance Calibration.Kaiyu Guo, Zijian Wang, Tan Pan, Brian C. Lovell, Mahsa Baktashmotlagh
2024DICTAUnified Framework for Histopathology Image Augmentation and Classification via Generative Models.Meng Li, Chaoyi Li, Can Peng, Brian C. Lovell
2023DICTAUncertainty-Guided Cross-Modality Semi-Supervised Learning for MRI Segmentation.Chaoyi Li, Brian C. Lovell
2023ICIPEnd to End Generative Meta Curriculum Learning for Medical Data Augmentation.Meng Li, Chaoyi Li, Can Peng, Liangchen Liu, Brian C. Lovell
2023IJCNNKnowing the Unknown: Open-set Bacteria Classification in Gram Stain Microscopic Images.Sarah Alhammad, Brian C. Lovell
2023MICCAIDynamic Curriculum Learning via In-Domain Uncertainty for Medical Image Classification.Chaoyi Li, Meng Li, Can Peng, Brian C. Lovell
2022ECCVFew-Shot Class-Incremental Learning from an Open-Set Perspective.Can Peng, Kun Zhao, Tianren Wang, Meng Li, Brian C. Lovell
2022ICPREfficient Cell Labelling for Gram Stain WSIs.Sarah Alhammad, Teng Zhang, Kun Zhao, Peter Hobson, Anthony Jennings, Brian C. Lovell
2022ICPRMedViTGAN: End-to-End Conditional GAN for Histopathology Image Augmentation with Vision Transformers.Meng Li, Chaoyi Li, Peter Hobson, Tony Jennings, Brian C. Lovell
2021AAAIMinimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels.Siqi Yang, Jun Zhang, Junzhou Huang, Brian C. Lovell, Xiao Han
2021DICTAEfficient DNN-Based Classification of Whole Slide Gram Stain Images for Microbiology.Sarah Alhammad, Kun Zhao, Anthony Jennings, Peter Hobson, Daniel F. Smith, Brett Baker, Justin Staweno, Brian C. Lovell
2021DICTADeep Adaptive Few Example Learning for Microscopy Image Cell Counting.Meng Li, Kun Zhao, Can Peng, Peter Hobson, Tony Jennings, Brian C. Lovell
2021WACVFaces la Carte: Text-to-Face Generation via Attribute Disentanglement.Tianren Wang, Teng Zhang, Brian C. Lovell
2020ACCVUnsupervised Domain Adaptive Object Detection Using Forward-Backward Cyclic Adaptation.Siqi Yang, Lin Wu, Arnold Wiliem, Brian C. Lovell
2020CVPRSOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification.Sam Maksoud, Kun Zhao, Peter Hobson, Anthony Jennings, Brian C. Lovell
2020ICPRBoundary guided image translation for pose estimation from ultra-low resolution thermal sensor.Kohei Kurihara, Tianren Wang, Teng Zhang, Brian C. Lovell
2019DICTADeep-Learning from Mistakes: Automating Cloud Class Refinement for Sky Image Segmentation.Gemma Dianne, Arnold Wiliem, Brian C. Lovell
2019DICTATo What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis?Can Peng, Kun Zhao, Arnold Wiliem, Teng Zhang, Peter Hobson, Anthony Jennings, Brian C. Lovell
2019DICTADeep Corrosion Assessment for Electrical Transmission Towers.Teng Zhang, Liangchen Liu, Arnold Wiliem, Stephen Connor, Zelkjo Ilich, Eddie Van Der Draai, Brian C. Lovell
2019ICIPDeep Inspection: An Electrical Distribution Pole Parts Study VIA Deep Neural Networks.Liangchen Liu, Teng Zhang, Kun Zhao, Arnold Wiliem, Kieren Astin-Walmsley, Brian C. Lovell
2019ICIPCannygan: Edge-Preserving Image Translation with Disentangled Features.Tianren Wang, Teng Zhang, Liangchen Liu, Arnold Wiliem, Brian C. Lovell
2019MICCAIDeep Instance-Level Hard Negative Mining Model for Histopathology Images.Meng Li, Lin Wu, Arnold Wiliem, Kun Zhao, Teng Zhang, Brian C. Lovell
2019MICCAICORAL8: Concurrent Object Regression for Area Localization in Medical Image Panels.Sam Maksoud, Arnold Wiliem, Kun Zhao, Teng Zhang, Lin Wu, Brian C. Lovell
2018CVPRIt Takes Two to Tango: Cascading Off-the-Shelf Face Detectors.Siqi Yang, Arnold Wiliem, Brian C. Lovell
2018DICTAEarly Experience of Depth Estimation on Intricate Objects using Generative Adversarial Networks.Wai Y. K. San, Teng Zhang, Shaokang Chen, Arnold Wiliem, Dario Stefanelli, Brian C. Lovell
2018DICTATraining Region Selector for Gram Stained Slides with Limited Data: A Data Distillation Approach.Teng Zhang, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell
2018DICTADGDI: A Dataset for Detecting Glomeruli on Renal Direct Immunofluorescence.Kun Zhao, Yu Ji Jerry Tang, Teng Zhang, Johanna Carvajal, Daniel F. Smith, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell
2018ECCVUsing LIP to Gloss Over Faces in Single-Stage Face Detection Networks.Siqi Yang, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
2018ICPRSlideNet: Fast and Accurate Slide Quality Assessment Based on Deep Neural Networks.Teng Zhang, Johanna Carvajal, Daniel F. Smith, Kun Zhao, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell
2017CVPRAn Early Experience Toward Developing Computer Aided Diagnosis for Gram-Stained Smears Images.Johanna Carvajal, Daniel F. Smith, Kun Zhao, Arnold Wiliem, Paul Finucane, Peter Hobson, Anthony Jennings, Rodney McDougall, Brian C. Lovell
2016ICIPManifold convex hull (MACH): Satisfying a need for SPD.Kun Zhao, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
2016ICPRTowards Miss Universe automatic prediction: The evening gown competition.Johanna Carvajal, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell
2016ICPRUnsupervised automatic attribute discovery method via multi-graph clustering.Liangchen Liu, Feiping Nie, Teng Zhang, Arnold Wiliem, Brian C. Lovell
2016ICPRInternational Contest on Pattern Recognition techniques for indirect immunofluorescence images analysis.Brian C. Lovell, Gennaro Percannella, Alessia Saggese, Mario Vento, Arnold Wiliem
2016ICPRThe GIST of aligning faces.Siqi Yang, Arnold Wiliem, Brian C. Lovell
2016ICPRLandmark manifold: Revisiting the Riemannian manifold approach for facial emotion recognition.Kun Zhao, Siqi Yang, Arnold Wiliem, Brian C. Lovell
2016IVCNZHow do you develop a face detector for the unconstrained environment?Wai Y. K. San, Shaokang Chen, Arnold Wiliem, Binn Di, Brian C. Lovell
2016IVCNZTo face or not to face: Towards reducing false positive of face detection.Siqi Yang, Arnold Wiliem, Brian C. Lovell
2016PAKDDJoint Recognition and Segmentation of Actions via Probabilistic Integration of Spatio-Temporal Fisher Vectors.Johanna Carvajal, Chris McCool, Brian C. Lovell, Conrad Sanderson
2016PAKDDComparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions.Johanna Carvajal, Arnold Wiliem, Chris McCool, Brian C. Lovell, Conrad Sanderson
2016WACVAutomatic and quantitative evaluation of attribute discovery methods.Liangchen Liu, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
2016WACVIs alice chasing or being chased?: Determining subject and object of activities in videos.Teng Zhang, Liangchen Liu, Arnold Wiliem, Brian C. Lovell
2015DICTAA Benchmarking Platform for Mitotic Cell Classification of ANA IIF HEp-2 Images.Anastasia Miros, Arnold Wiliem, Kim Holohan, Lauren Ball, Peter Hobson, Brian C. Lovell
2015DICTAAn Optimization Approach to Scanning Skin Direct Immunofluorescence Specimens.Asser Samak, Arnold Wiliem, Peter Hobson, Michael Walsh, Ted Ditchmen, Arne Troskie, Sarah Barksdale, Rhonda Edwards, Anthony Jennings, Brian C. Lovell
2015ICASSPA multiple covariance approach for cell detection of Gram-stained smears images.Matthew Crossman, Arnold Wiliem, Paul Finucane, Anthony Jennings, Brian C. Lovell
2015ICASSPDetecting kangaroos in the wild: the first step towards automated animal surveillance.Teng Zhang, Arnold Wiliem, Graham Hemson, Brian C. Lovell
2014CVPRDomain Adaptation on the Statistical Manifold.Mahsa Baktashmotlagh, Mehrtash Tafazzoli Harandi, Brian C. Lovell, Mathieu Salzmann
2014ICPRClassifying Anti-nuclear Antibodies HEp-2 Images: A Benchmarking Platform.Peter Hobson, Brian C. Lovell, Gennaro Percannella, Mario Vento, Arnold Wiliem
2014ICPRAutomatic Image Attribute Selection for Zero-Shot Learning of Object Categories.Liangchen Liu, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
2014PRICAIMulti-Action Recognition via Stochastic Modelling of Optical Flow and Gradients.Johanna Carvajal, Conrad Sanderson, Chris McCool, Brian C. Lovell
2014WACVRandom projections on manifolds of Symmetric Positive Definite matrices for image classification.Azadeh Alavi, Arnold Wiliem, Kun Zhao, Brian C. Lovell, Conrad Sanderson
2014WACVMatching image sets via adaptive multi convex hull.Shaokang Chen, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell
2014WACVObject tracking via non-Euclidean geometry: A Grassmann approach.Sareh Abolahrari Shirazi, Mehrtash Tafazzoli Harandi, Brian C. Lovell, Conrad Sanderson
2014WACVDiscovering discriminative cell attributes for HEp-2 specimen image classification.Arnold Wiliem, Peter Hobson, Brian C. Lovell
2013CVPRImproved Image Set Classification via Joint Sparse Approximated Nearest Subspaces.Shaokang Chen, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell
2013DICTARegion-Based Anomaly Localisation in Crowded Scenes via Trajectory Analysis and Path Prediction.Teng Zhang, Arnold Wiliem, Brian C. Lovell
2013ICCVUnsupervised Domain Adaptation by Domain Invariant Projection.Mahsa Baktashmotlagh, Mehrtash Tafazzoli Harandi, Brian C. Lovell, Mathieu Salzmann
2013ICCVDictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution.Mehrtash Tafazzoli Harandi, Conrad Sanderson, Chunhua Shen, Brian C. Lovell
2013ICMLNon-Linear Stationary Subspace Analysis with Application to Video Classification.Mahsa Baktashmotlagh, Mehrtash Tafazzoli Harandi, Abbas Bigdeli, Brian C. Lovell, Mathieu Salzmann
2013WACVSpatio-temporal covariance descriptors for action and gesture recognition.Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell
2013WACVClassification of Human Epithelial type 2 cell indirect immunofluoresence images via codebook based descriptors.Arnold Wiliem, Yongkang Wong, Conrad Sanderson, Peter Hobson, Shaokang Chen, Brian C. Lovell
2012AVSSRole of Spatiotemporal Oriented Energy Features for Robust Visual Tracking in Video Surveillance.Ali Emami, Farhad Dadgostar, Abbas Bigdeli, Brian C. Lovell
2012AVSSCombined Learning of Salient Local Descriptors and Distance Metrics for Image Set Face Verification.Conrad Sanderson, Mehrtash Tafazzoli Harandi, Yongkang Wong, Brian C. Lovell
2012DICTAGaussian Probabilistic Confidence Score for Biometric Applications.Sandra Mau, Farhad Dadgostar, Brian C. Lovell
2012DICTAImproved Person Re-Identification Using Statistical Approximation.Yan Yang, Farhad Dadgostar, Sandra Mau, Brian C. Lovell
2012ECCVSparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach.Mehrtash Tafazzoli Harandi, Conrad Sanderson, Richard I. Hartley, Brian C. Lovell
2012ECCVDirectional Space-Time Oriented Gradients for 3D Visual Pattern Analysis.Ehsan Norouznezhad, Mehrtash Tafazzoli Harandi, Abbas Bigdeli, Mahsa Baktash, Adam Postula, Brian C. Lovell
2012ICIPK-tangent spaces on Riemannian manifolds for improved pedestrian detection.Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell
2012ICIPClustering on Grassmann manifolds via kernel embedding with application to action analysis.Sareh Abolahrari Shirazi, Mehrtash Tafazzoli Harandi, Conrad Sanderson, Azadeh Alavi, Brian C. Lovell
2012IJCNNOn robust biometric identity verification via sparse encoding of faces: Holistic vs local approaches.Yongkang Wong, Mehrtash Tafazzoli Harandi, Conrad Sanderson, Brian C. Lovell
2012LCNA wireless mesh sensor network for hazard and safety monitoring at the Port of Brisbane.Amin Ahmadi, Abbas Bigdeli, Mahsa Baktashmotlagh, Brian C. Lovell
2012WACVKernel analysis over Riemannian manifolds for visual recognition of actions, pedestrians and textures.Mehrtash Tafazzoli Harandi, Conrad Sanderson, Arnold Wiliem, Brian C. Lovell
2011AVSSDynamic resource aware sensor networks: Integration of sensor cloud and ERPs.Mahsa Baktashmotlagh, Abbas Bigdeli, Brian C. Lovell
2011CVPRGraph embedding discriminant analysis on Grassmannian manifolds for improved image set matching.Mehrtash Tafazzoli Harandi, Conrad Sanderson, Sareh Abolahrari Shirazi, Brian C. Lovell
2011CVPRInvited paper: Embedded face and biometric technologies for national and border security.Brian C. Lovell, Abbas Bigdeli, Sandra Mau
2011CVPRImproved anomaly detection in crowded scenes via cell-based analysis of foreground speed, size and texture.Vikas Reddy, Conrad Sanderson, Brian C. Lovell
2011CVPRPatch-based probabilistic image quality assessment for face selection and improved video-based face recognition.Yongkang Wong, Shaokang Chen, Sandra Mau, Conrad Sanderson, Brian C. Lovell
2011DICTAAn Automatic Image Based Single Dilution Method for End Point Titre Quantitation of Antinuclear Antibodies Tests Using HEp-2 Cells.Arnold Wiliem, Peter Hobson, Rodney F. Minchin, Brian C. Lovell
2011ICIPEnsemble of furthest subspace pairs for enhanced image set matching.Mehrtash Tafazzoli Harandi, Conrad Sanderson, Abbas Bigdeli, Brian C. Lovell
2010ACCVMRF-Based Background Initialisation for Improved Foreground Detection in Cluttered Surveillance Videos.Vikas Reddy, Conrad Sanderson, Andres Sanin, Brian C. Lovell
2010ACCVAn Appearance-Based Approach to Assistive Identity Inference Using LBP and Colour Histograms.Sareh Abolahrari Shirazi, Farhad Dadgostar, Brian C. Lovell
2010AVSSAdaptive Patch-Based Background Modelling for Improved Foreground Object Segmentation and Tracking.Vikas Reddy, Conrad Sanderson, Andres Sanin, Brian C. Lovell
2010ICARCVSquare Patch Feature: Faster weak-classifier for robust object detection.Yasir Mohd-Mustafah, Abbas Bigdeli, Amelia W. Azman, Farhad Dadgostar, Brian C. Lovell
2010ICARCVRobust object tracking using local oriented energy features and its hardware/software implementation.Ehsan Norouznezhad, Abbas Bigdeli, Adam Postula, Brian C. Lovell
2010ICIPImage-set face recognition based on transductive learning.Mehrtash Tafazzoli Harandi, Abbas Bigdeli, Brian C. Lovell
2010ICPRFeature Space Hausdorff Distance for Face Recognition.Shaokang Chen, Brian C. Lovell
2010ICPRDirected Random Subspace Method for Face Recognition.Mehrtash Tafazzoli Harandi, Majid Nili Ahmadabadi, Babak Nadjar Araabi, Abbas Bigdeli, Brian C. Lovell
2010ICPRRobust Foreground Object Segmentation via Adaptive Region-Based Background Modelling.Vikas Reddy, Conrad Sanderson, Brian C. Lovell
2010ICPRImproved Shadow Removal for Robust Person Tracking in Surveillance Scenarios.Andres Sanin, Conrad Sanderson, Brian C. Lovell
2010ICPRDynamic Amelioration of Resolution Mismatches for Local Feature Based Identity Inference.Yongkang Wong, Conrad Sanderson, Sandra Mau, Brian C. Lovell
2009AVSSAn Abandoned Object Detection System Based on Dual Background Segmentation.Abhinav Kumar Singh, S. Sawan, Madasu Hanmandlu, Vamsi Krishna Madasu, Brian C. Lovell
2009CAIPRegression Based Non-frontal Face Synthesis for Improved Identity Verification.Yongkang Wong, Conrad Sanderson, Brian C. Lovell
2009DICTAExploiting Bayesian Belief Network for Adaptive IP-Reuse Decision.Amelia W. Azman, Abbas Bigdeli, Morteza Biglari-Abhari, Yasir Mohd-Mustafah, Brian C. Lovell
2009DICTABiometric Authentication Based on Infrared Thermal Hand Vein Patterns.Amioy Kumar, Madasu Hanmandlu, Vamsi Krishna Madasu, Brian C. Lovell
2009DICTABlotch Detection in Pigmented Skin Lesions Using Fuzzy Co-clustering and Texture Segmentation.Vamsi Krishna Madasu, Brian C. Lovell
2009DICTASelf Occlusions and Graph Based Edge Measurement Schemes for Visual Tracking Applications.Andrew W. B. Smith, Brian C. Lovell
2009DICTAContent-Based Video Retrieval (CBVR) System for CCTV Surveillance Videos.Yan Yang, Brian C. Lovell, Farhad Dadgostar
2009ICIPAn efficient and robust sequential algorithm for background estimation in video surveillance.Vikas Reddy, Conrad Sanderson, Brian C. Lovell
2008AVSSExperimental Analysis of Face Recognition on Still and CCTV Images.Shaokang Chen, Erik Berglund, Abbas Bigdeli, Conrad Sanderson, Brian C. Lovell
2008ICARCVOn intelligent surveillance systems and face recognition for mass transport security.Brian C. Lovell, Shaokang Chen, Abbas Bigdeli, Erik Berglund, Conrad Sanderson
2008ICPRRepresentative feature chain for single gallery image face recognition.Shaokang Chen, Conrad Sanderson, Sai Sun, Brian C. Lovell
2008ICPRTracking of persons for video surveillance of unattended environments.Suyu Kong, Manas Kamal Bhuyan, Conrad Sanderson, Brian C. Lovell
2007AVSSClassifying and tracking multiple persons for proactive surveillance of mass transport systems.Suyu Kong, Conrad Sanderson, Brian C. Lovell
2007AVSSTowards robust face recognition for Intelligent-CCTV based surveillance using one gallery image.Ting Shan, Shaokang Chen, Conrad Sanderson, Brian C. Lovell
2007DICTAOptimizing Resources of an FPGA-based Smart Camera Architecture.Amelia W. Azman, Abbas Bigdeli, Yasir Mohd-Mustafah, Brian C. Lovell
2007DICTATracking with Multiple Cameras for Video Surveillance.Manas Kamal Bhuyan, Brian C. Lovell, Abbas Bigdeli
2007DICTACombining Classifiers in Rotated Face Space.Shaokang Chen, Ting Shan, Brian C. Lovell
2007DICTAReal-Time Face Detection and Tracking for High Resolution Smart Camera System.Yasir Mohd-Mustafah, Ting Shan, Amelia W. Azman, Abbas Bigdeli, Brian C. Lovell
2006ICPRFace Recognition Robust to Head Pose from One Sample Image.Ting Shan, Brian C. Lovell, Shaokang Chen
2006ICPRMeasurement Function Design for Visual Tracking Applications.Andrew W. B. Smith, Brian C. Lovell
2005DICTACombining Generative and Discriminative Learning for Face Recognition.Shaokang Chen, Brian C. Lovell, Ting Shan
2005DICTAHand Gesture Extraction by Active Shape Models.Nianjun Liu, Brian C. Lovell
2005DICTAAutomatic Segmentation and Recognition of Bank Cheque Fields.Vamsi Krishna Madasu, Brian C. Lovell
2005DICTAPedestrian Tracking Based on Colour and Spatial Information.Florian H. Seitner, Brian C. Lovell
2005DICTAHomogenized Virtual Support Vector Machines.Christian J. Walder, Brian C. Lovell
2005DICTAReal-Time Quantitative Bronchoscopy.Simon Wilson, Brian C. Lovell, Anne Chang, Brent Masters
2004ICFHRModel structure selection & training algorithms for an HMM gesture recognition system.Nianjun Liu, Brian C. Lovell, Peter J. Kootsookos, Richard I. A. Davis
2004ICPRIllumination and Expression Invariant Face Recognition with One Sample Image.Shaokang Chen, Brian C. Lovell
2004ICPRAn Energy Minimisation Approach to Stereo-Temporal Dense Reconstruction.Carlos Leung, Ben Appleton, Brian C. Lovell, Changming Sun
2004ICPRBuilding Detection by Dempster-Shafer Fusion of LIDAR Data and Multispectral Aerial Imagery.Franz Rottensteiner, John C. Trinder, Simon Clode, Kurt Kubik, Brian C. Lovell
2004IWCIATensor Algebra: A Combinatorial Approach to the Projective Geometry of Figures.David N. R. McKinnon, Brian C. Lovell
2003DICTAGesture Classification Using Hidden Markov Models and Viterbi Path Counting.Nianjun Liu, Brian C. Lovell
2003DICTATowards Closed Form Solutions to the MultiView Constraints of Curves and Surfaces.David N. R. McKinnon, Brian C. Lovell
2003DICTAAlgebraic Curve Fitting Support Vector Machines.Christian J. Walder, Brian C. Lovell, Peter J. Kootsookos
2002ICPRImproved Estimation of Hidden Markov Model Parameters from Multiple Observation Sequences.Richard I. A. Davis, Brian C. Lovell, Terry Caelli
2000VCIPReal-time face recognition using eigenfaces.Raphael Cendrillon, Brian C. Lovell
2000VCIPMIME: a gesture-driven computer interface.Daniel Heckenberg, Brian C. Lovell
1998BMVCImproving the Robustness of Cell Nucleus Segmentation.Pascal Bamford, Brian C. Lovell
1998ICPRBayesian analysis of cell nucleus segmentation by a Viterbi search based active contour.Pascal Bamford, Brian C. Lovell
1994ICASSPModelling and classification of shapes in two-dimensions using vector quantization.Simon Lee, Brian C. Lovell
1991ICASSPThe circular nature of discrete-time frequency estimates.Brian C. Lovell, Peter J. Kootsookos, Robert C. Williamson
1988ICASSPSegmentation of non-stationary signals with applications.Brian C. Lovell, Boualem Boashash