Lewis D. Griffin

Publication Activity (10 Years)

Years Active: 1991-2023
Publications (10 Years): 33

Top Topics

Anomaly Detection

Microscopy Images

Top Venues

IEEE Trans. Inf. Forensics Secur.

Publications

Maximilian Mozes, Xuanli He, Bennett Kleinberg, Lewis D. Griffin
Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities. CoRR (2023)
Lewis D. Griffin, Bennett Kleinberg, Maximilian Mozes, Kimberly T. Mai, Maria Vau, Matthew Caldwell, Augustine Marvor-Parker
Susceptibility to Influence of Large Language Models. CoRR (2023)
Kimberly T. Mai, Sergi D. Bray, Toby Davies, Lewis D. Griffin
Warning: Humans Cannot Reliably Detect Speech Deepfakes. CoRR (2023)
Kimberly T. Mai, Toby Davies, Lewis D. Griffin
Understanding the limitations of self-supervised learning for tabular anomaly detection. CoRR (2023)
Alexander J. Dyer, Lewis D. Griffin
Inferring the location of neurons within an artificial network from their activity. Neural Networks 157 (2023)
Maximilian Mozes, Bennett Kleinberg, Lewis D. Griffin
Identifying Human Strategies for Generating Word-Level Adversarial Examples. CoRR (2022)
Augustine N. Mavor-Parker, Kimberly A. Young, Caswell Barry, Lewis D. Griffin
How to Stay Curious while avoiding Noisy TVs using Aleatoric Uncertainty Estimation. ICML (2022)
Augustine N. Mavor-Parker, Andrea Banino, Lewis D. Griffin, Caswell Barry
A Simple Approach for State-Action Abstraction using a Learned MDP Homomorphism. CoRR (2022)
Kimberly T. Mai, Toby Davies, Lewis D. Griffin, Emmanouil Benetos
Explaining the Decision of Anomalous Sound Detectors. DCASE (2022)
Maximilian Mozes, Bennett Kleinberg, Lewis D. Griffin
Identifying Human Strategies for Generating Word-Level Adversarial Examples. EMNLP (Findings) (2022)
Kimberly T. Mai, Toby Davies, Lewis D. Griffin
Self-Supervised Losses for One-Class Textual Anomaly Detection. CoRR (2022)
Maximilian Mozes, Max Bartolo, Pontus Stenetorp, Bennett Kleinberg, Lewis D. Griffin
Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification. EMNLP (1) (2021)
Maximilian Mozes, Max Bartolo, Pontus Stenetorp, Bennett Kleinberg, Lewis D. Griffin
Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification. CoRR (2021)
Maximilian Mozes, Pontus Stenetorp, Bennett Kleinberg, Lewis D. Griffin
Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples. EACL (2021)
Augustine N. Mavor-Parker, Kimberly A. Young, Caswell Barry, Lewis D. Griffin
Escaping Stochastic Traps with Aleatoric Mapping Agents. CoRR (2021)
Kimberly T. Mai, Toby Davies, Lewis D. Griffin
Brittle Features May Help Anomaly Detection. CoRR (2021)
Jerone T. A. Andrews, Yidan Zhang, Lewis D. Griffin
Conditional Adversarial Camera Model Anonymization. ECCV Workshops (4) (2020)
Jerone T. A. Andrews, Yidan Zhang, Lewis D. Griffin
Camera Model Anonymisation with Augmented cGANs. CoRR (2020)
Maximilian Mozes, Pontus Stenetorp, Bennett Kleinberg, Lewis D. Griffin
Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples. CoRR (2020)
Lewis D. Griffin
The Atlas Structure of Images. IEEE Trans. Pattern Anal. Mach. Intell. 41 (1) (2019)
Jerone T. A. Andrews, Thomas Tanay, Lewis D. Griffin
Multiple-Identity Image Attacks Against Face-based Identity Verification. CoRR (2019)
Lewis D. Griffin, Matthew Caldwell, Jerone T. A. Andrews, Helene Bohler
"Unexpected Item in the Bagging Area": Anomaly Detection in X-Ray Security Images. IEEE Trans. Inf. Forensics Secur. 14 (6) (2019)
Thomas Tanay, Jerone T. A. Andrews, Lewis D. Griffin
Built-in Vulnerabilities to Imperceptible Adversarial Perturbations. CoRR (2018)
Thomas Tanay, Lewis D. Griffin
A New Angle on L2 Regularization. CoRR (2018)
Nicolas Jaccard, Nicolas Szita, Lewis D. Griffin
Segmentation of phase contrast microscopy images based on multi-scale local Basic Image Features histograms. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 5 (5) (2017)
Thomas W. Rogers, Nicolas Jaccard, Edward J. Morton, Lewis D. Griffin
Automated X-ray Image Analysis for Cargo Security: Critical Review and Future Promise. CoRR (2016)
Qiyang Zhao, Lewis D. Griffin
Suppressing the Unusual: towards Robust CNNs using Symmetric Activation Functions. CoRR (2016)
Nicolas Jaccard, Thomas W. Rogers, Edward J. Morton, Lewis D. Griffin
Automated detection of smuggled high-risk security threats using deep learning. ICDP (2016)
Qiyang Zhao, Lewis D. Griffin
Better Image Segmentation by Exploiting Dense Semantic Predictions. CoRR (2016)
Thomas W. Rogers, Nicolas Jaccard, Emmanouil D. Protonotarios, James Ollier, Edward J. Morton, Lewis D. Griffin
Threat Image Projection (TIP) into X-ray images of cargo containers for training humans and machines. ICCST (2016)
Nicolas Jaccard, Thomas W. Rogers, Edward J. Morton, Lewis D. Griffin
Detection of concealed cars in complex cargo X-ray imagery using deep learning. CoRR (2016)
Thomas Tanay, Lewis D. Griffin
A Boundary Tilting Persepective on the Phenomenon of Adversarial Examples. CoRR (2016)
Nicolas Jaccard, Thomas W. Rogers, Edward J. Morton, Lewis D. Griffin
Automated detection of smuggled high-risk security threats using Deep Learning. CoRR (2016)
Nicolas Jaccard, Thomas W. Rogers, Lewis D. Griffin
Automated detection of cars in transmission X-ray images of freight containers. AVSS (2014)
Andrew J. Newell, Lewis D. Griffin
Writer identification using oriented Basic Image Features and the Delta encoding. Pattern Recognit. 47 (6) (2014)
Nicolas Jaccard, Nicolas Szita, Lewis D. Griffin
Trainable Segmentation of Phase Contrast Microscopy Images Based on Local Basic Image Features Histograms. MIUA (2014)
John H. Hipwell, Lewis D. Griffin, Patsy J. Whelehan, Wenlong Song, Xiying Zhang, Jan M. Lesniak, Sarah Vinnicombe, Andy Evans, Jonathan Berg, David J. Hawkes
Characterizing Breast Phenotype with a Novel Measure of Fibroglandular Structure. Digital Mammography / IWDM (2012)
Lewis D. Griffin, Premkumar Elangovan, A. Mundell, Dominik C. Hezel
Improved segmentation of meteorite micro-CT images using local histograms. Comput. Geosci. 39 (2012)
Andrew J. Newell, Lewis D. Griffin
Multiscale Histogram of Oriented Gradient Descriptors for Robust Character Recognition. ICDAR (2011)
Alasdair D. F. Clarke, Fraser Halley, Andrew J. Newell, Lewis D. Griffin, Mike J. Chantler
Perceptual Similarity: A Texture Challenge. BMVC (2011)
Andrew J. Newell, Lewis D. Griffin
Natural Image Character Recognition Using Oriented Basic Image Features. DICTA (2011)
Andrew J. Newell, Lewis D. Griffin, Ruth M. Morgan, Peter A. Bull
Texture-Based Estimation of Physical Characteristics of Sand Grains. DICTA (2010)
Michael Crosier, Lewis D. Griffin
Using Basic Image Features for Texture Classification. Int. J. Comput. Vis. 88 (3) (2010)
Lewis D. Griffin, Martin Lillholm
Symmetry Sensitivities of Derivative-of-Gaussian Filters. IEEE Trans. Pattern Anal. Mach. Intell. 32 (6) (2010)
Lewis D. Griffin
Symmetries of 2-D Images: Cases without Periodic Translations. J. Math. Imaging Vis. 34 (3) (2009)
Lewis D. Griffin, Martin Lillholm, Michael Crosier, Justus van Sande
Basic Image Features (BIFs) Arising from Approximate Symmetry Type. SSVM (2009)
Martin Lillholm, Lewis D. Griffin
Statistics and category systems for the shape index descriptor of local 2nd order natural image structure. Image Vis. Comput. 27 (6) (2009)
Graeme P. Penney, Lewis D. Griffin, Andrew P. King, David J. Hawkes
A novel framework for multi-modal intensity-based similarity measures based on internal similarity. Medical Imaging: Image Processing (2008)
Michael Crosier, Lewis D. Griffin
Texture classification with a dictionary of basic image features. CVPR (2008)
Lewis D. Griffin
Symmetries of 1-D Images. J. Math. Imaging Vis. 31 (2-3) (2008)
Martin Lillholm, Lewis D. Griffin
Novel image feature alphabets for object recognition. ICPR (2008)
Michael Crosier, Lewis D. Griffin
Zipf's Law in Image Coding Schemes. BMVC (2007)
Lewis D. Griffin
The Second Order Local-Image-Structure Solid. IEEE Trans. Pattern Anal. Mach. Intell. 29 (8) (2007)
Martin Lillholm, Lewis D. Griffin
Order Image Structure of Natural Images. SSVM (2007)
Lewis D. Griffin, Martin Lillholm
Feature category systems for 2nd order local image structure induced by natural image statistics and otherwise. Human Vision and Electronic Imaging (2007)
Lewis D. Griffin, Martin Lillholm
Hypotheses for Image Features, Icons and Textons. Int. J. Comput. Vis. 70 (3) (2006)
Alexandre James Nasrallah, Lewis D. Griffin
Synergy in the multi-local statistics of gradient directions in images. CVPR Workshops (2006)
Lewis D. Griffin, Martin Lillholm
Order Gaussian Derivative Jet. Scale-Space (2005)
Lewis D. Griffin
Editorial. Int. J. Comput. Vis. 64 (2-3) (2005)
Luiza Larsen, Lewis D. Griffin
Can a Continuity Heuristic Be Used to Resolve the Inclination Ambiguity of Polarized Light Imaging? ECCV Workshops CVAMIA and MMBIA (2004)
William R. Crum, Lewis D. Griffin, David J. Hawkes
Automatic Estimation of Error in Voxel-Based Registration. MICCAI (1) (2004)
Mark Holden, Lewis D. Griffin, Nadeem Saeed, Derek L. G. Hill
Multi-channel Mutual Information Using Scale Space. MICCAI (1) (2004)
Martin Lillholm, Mads Nielsen, Lewis D. Griffin
Feature-Based Image Analysis. Int. J. Comput. Vis. 52 (2-3) (2003)
Lewis D. Griffin, Martin Lillholm
Mode Estimation Using Pessimistic Scale Space Tracking. Scale-Space (2003)
William R. Crum, Lewis D. Griffin, Derek L. G. Hill, David John Hawkes
Zen and the art of medical image registration: correspondence, homology, and quality. NeuroImage 20 (3) (2003)
Derek K. Jones, Lewis D. Griffin, Daniel C. Alexander, Marco Catani, Mark A. Horsfield, Robert J. Howard, Steven C. R. Williams
Spatial Normalization and Averaging of Diffusion Tensor MRI Data Sets. NeuroImage 17 (2) (2002)
Lewis D. Griffin
Histograms of Infinitesimal Neighbourhoods. Scale-Space (2001)
Elena Tagliati, Lewis D. Griffin
Order Jet. Scale-Space (2001)
Lewis D. Griffin
Scale-imprecision space. Image Vis. Comput. 15 (5) (1997)
Lewis D. Griffin, Alan C. F. Colchester
Superficial and deep structure in linear diffusion scale space: isophotes, critical points and separatrices. Image Vis. Comput. 13 (7) (1995)
Glynn P. Robinson, Alan C. F. Colchester, Lewis D. Griffin
Model-based recognition of anatomical objects from medical images. Image Vis. Comput. 12 (8) (1994)
Lewis D. Griffin, Alan C. F. Colchester, S. A. Röll, Colin Studholme
Hierarchical Segmentation Satisfying Constraints. BMVC (1994)
S. A. Röll, Alan C. F. Colchester, Paul E. Summers, Lewis D. Griffin
Intensity-Based Object Extraction from 3D Medical Images Including a Correction of Partial Volume Errors. BMVC (1994)
Glynn P. Robinson, Alan C. F. Colchester, Lewis D. Griffin
Model-Based Recognition of Anatomical Objects from Medical Images. IPMI (1993)
Lewis D. Griffin, Glynn P. Robinson, Alan C. F. Colchester
Multi-scale Hierarchical Segmentation. BMVC (1993)
Glynn P. Robinson, Alan C. F. Colchester, Lewis D. Griffin, David J. Hawkes
Integrated Skeleton and Boundary Shape Representation for Medical Image Interpretation. ECCV (1992)
Lewis D. Griffin, Alan C. F. Colchester, Glynn P. Robinson, David John Hawkes
Structure-sensitive scale and the hierarchical segmentation of gray-level images. VBC (1992)
Alan C. F. Colchester, Glynn P. Robinson, Lewis D. Griffin
A unified approach to the segmentation of grey-level and dot-pattern images. ICPR (3) (1992)
Glynn P. Robinson, Lewis D. Griffin, Alan C. F. Colchester
The Delaunay/Voronoi Selection Graph: A Method for Extracting Shape Information from 2-D Dot-patterns with an Extension to 3-D. BMVC (1992)
Lewis D. Griffin, Alan C. F. Colchester, Glynn P. Robinson
Scale and segmentation of grey-level images using maximum gradient paths. Image Vis. Comput. 10 (6) (1992)
Lewis D. Griffin, Alan C. F. Colchester, Glynn P. Robinson
Scale and Segmentation of Grey-Level Images Using Maximum Gradient Paths. IPMI (1991)