Lovell, Brian C.

27 publications

ICML 2025 Improving Out-of-Distribution Detection via Dynamic Covariance Calibration Kaiyu Guo, Zijian Wang, Tan Pan, Brian C. Lovell, Mahsa Baktashmotlagh

NeurIPS 2025 Minimal Semantic Sufficiency Meets Unsupervised Domain Generalization Tan Pan, Kaiyu Guo, Dongli Xu, Zhaorui Tan, Chen Jiang, Deshu Chen, Xin Guo, Brian C. Lovell, Limei Han, Yuan Cheng, Mahsa Baktashmotlagh

ECML-PKDD 2025 Spectral Distribution Alignment for Enhanced Generalization in Regression Kaiyu Guo, Zijian Wang, Brian C. Lovell, Mahsa Baktashmotlagh

ECCV 2022 Few-Shot Class-Incremental Learning from an Open-Set Perspective Can Peng, Kun Zhao, Tianren Wang, Meng Li, Brian C. Lovell

AAAI 2021 Minimizing 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

CVPRW 2018 It Takes Two to Tango: Cascading Off-the-Shelf Face Detectors Siqi Yang, Arnold Wiliem, Brian C. Lovell

ECCV 2018 Using LIP to Gloss over Faces in Single-Stage Face Detection Networks Siqi Yang, Arnold Wiliem, Shaokang Chen, Brian C. Lovell

CVPRW 2017 An 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

WACV 2016 Automatic and Quantitative Evaluation of Attribute Discovery Methods Liangchen Liu, Arnold Wiliem, Shaokang Chen, Brian C. Lovell

WACV 2016 Is Alice Chasing or Being Chased?: Determining Subject and Object of Activities in Videos Teng Zhang, Liangchen Liu, Arnold Wiliem, Brian C. Lovell

WACV 2014 Discovering Discriminative Cell Attributes for HEp-2 Specimen Image Classification Arnold Wiliem, Peter Hobson, Brian C. Lovell

CVPR 2014 Domain Adaptation on the Statistical Manifold Mahsa Baktashmotlagh, Mehrtash T. Harandi, Brian C. Lovell, Mathieu Salzmann

WACV 2014 Matching Image Sets via Adaptive Multi Convex Hull Shaokang Chen, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell

WACV 2014 Object Tracking via Non-Euclidean Geometry: A Grassmann Approach Sareh Abolahrari Shirazi, Mehrtash Tafazzoli Harandi, Brian C. Lovell, Conrad Sanderson

WACV 2014 Random Projections on Manifolds of Symmetric Positive Definite Matrices for Image Classification Azadeh Alavi, Arnold Wiliem, Kun Zhao, Brian C. Lovell, Conrad Sanderson

WACV 2013 Classification 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

ICCV 2013 Dictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution Mehrtash Harandi, Conrad Sanderson, Chunhua Shen, Brian C. Lovell

CVPR 2013 Improved Image Set Classification via Joint Sparse Approximated Nearest Subspaces Shaokang Chen, Conrad Sanderson, Mehrtash T. Harandi, Brian C. Lovell

WACV 2013 Spatio-Temporal Covariance Descriptors for Action and Gesture Recognition Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell

ICCV 2013 Unsupervised Domain Adaptation by Domain Invariant Projection Mahsa Baktashmotlagh, Mehrtash T. Harandi, Brian C. Lovell, Mathieu Salzmann

ECCV 2012 Directional Space-Time Oriented Gradients for 3D Visual Pattern Analysis Ehsan Norouznezhad, Mehrtash Tafazzoli Harandi, Abbas Bigdeli, Mahsa Baktash, Adam Postula, Brian C. Lovell

WACV 2012 Kernel Analysis over Riemannian Manifolds for Visual Recognition of Actions, Pedestrians and Textures Mehrtash Tafazzoli Harandi, Conrad Sanderson, Arnold Wiliem, Brian C. Lovell

ECCV 2012 Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach Mehrtash Tafazzoli Harandi, Conrad Sanderson, Richard I. Hartley, Brian C. Lovell

CVPR 2011 Graph Embedding Discriminant Analysis on Grassmannian Manifolds for Improved Image Set Matching Mehrtash Tafazzoli Harandi, Conrad Sanderson, Sareh Abolahrari Shirazi, Brian C. Lovell

CVPRW 2011 Improved Anomaly Detection in Crowded Scenes via Cell-Based Analysis of Foreground Speed, Size and Texture Vikas Reddy, Conrad Sanderson, Brian C. Lovell

CVPRW 2011 Invited Paper: Embedded Face and Biometric Technologies for National and Border Security Brian C. Lovell, Abbas Bigdeli, Sandra Mau

CVPRW 2011 Patch-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