| 2012 | ICPR | Model-based extraction of image area descriptors using a multi-scale attention operator. | Roman M. Palenichka, Maria Petrou, Yannis Kompatsiaris, Ahmed Lakhssassi |
| 2011 | CVPR | An extended fuzzy SOM for anomalous behaviour detection. | Hussein Al-Khateeb, Maria Petrou |
| 2011 | CVPR | The Photoface database. | Stefanos Zafeiriou, Mark F. Hansen, Gary A. Atkinson, Vasileios Argyriou, Maria Petrou, Melvyn L. Smith, Lyndon N. Smith |
| 2011 | IGARSS | Registration of geophysical images. | Alexandra A. Karamitrou, Maria Petrou, Gregory N. Tsokas |
| 2010 | CVPR | Automatic change detection in an indoor environment. | Hussein Al-Khateeb, Maria Petrou |
| 2010 | CVPR | Bidirectional relighting for 3D-aided 2D face recognition. | George Toderici, Georgios Passalis, Stefanos Zafeiriou, Georgios Tzimiropoulos, Maria Petrou, Theoharis Theoharis, Ioannis A. Kakadiaris |
| 2010 | CVPR | Sparse representations for facial expressions recognition via l1 optimization. | Stefanos Zafeiriou, Maria Petrou |
| 2010 | DICTA | CRF Based Region Classification Using Spatial Prototypes. | Mohammad Jahangiri, Daniel Heesch, Maria Petrou |
| 2010 | ICPR | Component Identification in the 3D Model of a Building. | Mai Xu, Maria Petrou, Mohammad Jahangiri |
| 2009 | ACCV | Learning Logic Rules for Scene Interpretation Based on Markov Logic Networks. | Mai Xu, Maria Petrou |
| 2009 | CIARP | An Imaging Architecture Based on Derivative Estimation Sensors. | Maria Petrou, Flore Faille |
| 2009 | CVPR | Nonlinear Nonnegative Component Analysis. | Stefanos Zafeiriou, Maria Petrou |
| 2009 | ICIP | An attention model for extracting components that merit identification. | Mohammad Jahangiri, Maria Petrou |
| 2009 | IGARSS | Fusion of Kalman Filter and Anomaly Detection for Multispectral and Hyperspectral Target Tracking. | Olga Duran, Efstathios Onasoglou, Maria Petrou |
| 2009 | IGARSS | Robust Endmember Extraction in the Presence of Anomalies. | Olga Duran, Maria Petrou |
| 2008 | BMVC | Generalisation of Photometric Stereo technique to Q-illuminants. | Vasileios Argyriou, Svetlana Barsky, Maria Petrou |
| 2008 | BMVC | Bio-inspired, Invariant Image Reconstruction from Irregularly Placed Samples. | Flore Faille, Maria Petrou |
| 2008 | BMVC | Recursive Tower of Knowledge for Learning to Interpret Scenes. | Mai Xu, Maria Petrou |
| 2008 | CVPR | Recursive photometric stereo when multiple shadows and highlights are present. | Vasileios Argyriou, Maria Petrou |
| 2008 | SSPR | Context First. | Daniel Heesch, Robby T. Tan, Maria Petrou |
| 2007 | BMVC | Non-Gibbsian Markov Random Field Models for Contextual Labelling of Structured Scenes. | Daniel Heesch, Maria Petrou |
| 2007 | CIARP | Learning in Computer Vision: Some Thoughts. | Maria Petrou |
| 2007 | CVPR | Robust Bayesian Estimation and Normalized Convolution for Super-resolution Image Reconstruction. | Antonis Katartzis, Maria Petrou |
| 2007 | DICTA | The Tower of Knowledge Scheme for Learning in Computer Vision. | Maria Petrou, Mai Xu |
| 2007 | ICCBR | Case-Based Reasoning Adaptation for High Dimensional Solution Space. | Ying Zhang, Panos Louvieris, Maria Petrou |
| 2007 | IGARSS | The use of ASAR data for class cover identification from small swatches. | Giorgos Christoulas, Vassilis Anastassopoulos, Maria Petrou |
| 2007 | IGARSS | Anomaly detection using spectral unmixing with negative and superunity abundance weights. | Olga Duran, Maria Petrou |
| 2006 | ICPR | The Classification Gradient. | Vassili A. Kovalev, Maria Petrou |
| 2006 | IGARSS | Statistical Assessment for Real-time Background Class Identification in Hyperspectral Images. | Olga Duran, Maria Petrou |
| 2005 | IBPRIA | Texture Interpolation Using Ordinary Kriging. | Sunil Chandra, Maria Petrou, Roberta Piroddi |
| 2005 | IGARSS | Super resolution: an overview. | Christos Papathanassiou, Maria Petrou |
| 2005 | IGARSS | A time-efficient clustering method for pure class selection. | Olga Duran, Maria Petrou |
| 2004 | ICPR | Reverse Engineering the Human Vision System: A Possible Explanation for the Role of Microsaccades. | Alexander Kadyrov, Maria Petrou |
| 2003 | BMVC | Simultaneous surface texture classification and illumination tilt angle prediction. | Xavier Llad, Arnau Oliver, Maria Petrou, Jordi Freixenet, Joan Mart |
| 2003 | CVPR | Face Authentication using the Trace Transform. | Sanun Srisuk, Maria Petrou, Werasak Kurutach, Alexander Kadyrov |
| 2003 | ICIP | Fast registration for 2D images: the clock algorithm. | Alexander Kadyrov, Maria Petrou |
| 2003 | ICIP | Classification of textures seen from different distances and under varying illumination direction. | Xavier Llad, Joan Mart, Maria Petrou |
| 2002 | BMVC | Estimating Lighting Direction and Classifying Textures. | Mike J. Chantler, Ged McGunnigle, Andreas Penirschke, Maria Petrou |
| 2002 | BMVC | Texture classification with thousands of features. | Alexander Kadyrov, A. Talepbour, Maria Petrou |
| 2002 | ECCV | The Effect of Illuminant Rotation on Texture Filters: Lissajous's Ellipses. | Mike J. Chantler, M. Schmidt, Maria Petrou, Ged McGunnigle |
| 2002 | ICPR | From Cell Image Segmentation to Differential Diagnosis of Thyroid Cancer. | Sergey Ablameyko, V. Kirillov, Dmitry Lagunovsky, O. Patsko, Nadeshda Paramonova, Maria Petrou, O. Tchij |
| 2002 | ICPR | Affine Parameter Estimation from the Trace Transform. | Alexander Kadyrov, Maria Petrou |
| 2002 | ICPR | Classifying Textures when Seen from Different Distances. | Xavier Llad, Maria Petrou |
| 2001 | BMVC | Object descriptors invariant to affine distortions. | Alexander Kadyrov, Maria Petrou |
| 2001 | ICCV | Colour Photometric Stereo: Simultaneous Reconstruction of Local Gradient and Colour of Rough Textured Surfaces. | Svetlana Barsky, Maria Petrou |
| 2001 | ICIP | Shadows and highlights detection in 4-source colour photometric stereo. | Svetlana Barsky, Maria Petrou |
| 2001 | ICIP | Features invariant to affine distortions from the trace transform. | Alexander Kadyrov, Maria Petrou |
| 2000 | ICPR | Spectral Unmixing of Mixed Pixels for Texture Boundary Refinement. | Kenneth P. Camilleri, Maria Petrou |
| 2000 | ICPR | Analysis of Irregularly Shaped Texture Regions: A Comparative Study. | Pedro Garca-Sevilla, Maria Petrou |
| 2000 | MVA | Retinal Image Segmentation by Watersheds. | Cristian Perra, Maria Petrou, Daniele D. Giusto |
| 1998 | BMVC | Recovering More Classes than Available Bands for Mixed Pixels in Remote Sensing. | Maria Faraklioti, Maria Petrou |
| 1998 | ECCV | Perceptual Smoothing and Segmentation of Colour Textures. | Maria Petrou, Majid Mirmehdi, M. Coors |
| 1998 | ICPR | The use of Boolean model for texture analysis of grey images. | Pedro Garca-Sevilla, Maria Petrou |
| 1998 | ICPR | Improved JPEG coding for remote sensing. | Peixin Hou, Ali Hojjatoleslami, Maria Petrou, Craig Ian Underwood, Josef Kittler |
| 1998 | ICPR | Linear transformation parameter estimation for fault detection. | Alexander Kadyrov, Maria Petrou |
| 1998 | ICPR | The trace transform as a tool to invariant feature construction. | Alexander Kadyrov, Maria Petrou |
| 1997 | BMVC | 3D Surface roughness quantification. | Vassili A. Kovalev, Maria Petrou, Yaroslav S. Bondar |
| 1997 | BMVC | Multi-Level Probabilistic Relaxation. | Maria Petrou, Majid Mirmehdi, M. Coors |
| 1997 | CAIP | An Energy Minimisation Approach to the Registration, Matching and Recognition of Images. | Vassili A. Kovalev, Maria Petrou |
| 1996 | BMVC | Error Propagation for 2D-to-3D Matching with Application to Underwater Navigation. | William J. Christmas, Josef Kittler, Maria Petrou |
| 1996 | BMVC | On the use the ID Boolean Model for the Description of Binary Textures. | Maria Petrou, M. Arrigo, V. Vons |
| 1996 | ICIP | Error propagation analysis for edge postprocessing. | Maria Petrou, Petros Papachristou, Josef Kittler |
| 1996 | ICPR | Mixed pixel classification with the randomized Hough transform. | Heikki Klviinen, Panagiota Bosdogianni, Maria Petrou, Josef Kittler |
| 1996 | ICPR | On the relationship between neural networks and fuzzy reasoning. | Maria Petrou, K. R. Sasikala |
| 1995 | ACCV | Line Postprocessing Using Probabilistic Relaxation and Relative Measurements. | Petros Papachristou, Maria Petrou, Josef Kittler |
| 1995 | BMVC | Modelling Compatibility Coefficient Distributions for Probabilistic Feature-Labelling Schemes. | William J. Christmas, Josef Kittler, Maria Petrou |
| 1995 | BMVC | Probabilistic Relaxation as an Optimizer. | Andrew J. Stoddart, Maria Petrou, Josef Kittler |
| 1995 | CAIP | Feature Selection for the Tree-Wavelet Transform. | Phil L. Palmer, N. Fatemi-Ghomi, Maria Petrou |
| 1995 | CAIP | A New Algorithm for Probabilistic Relaxation Based on the Baum Eagon Theorem. | Andrew J. Stoddart, Maria Petrou, Josef Kittler |
| 1994 | BMVC | Projective Geometry Based Image Reconstruction: Limitations and Applicability Constraints. | Nikos Georgis, Maria Petrou, Josef Kittler |
| 1994 | BMVC | The Identification of Textured Region Boundaries. | K. Krishnasamy, Maria Petrou |
| 1994 | ECCV | Non-Iterative Contextual Correspondence Matching. | William J. Christmas, Josef Kittler, Maria Petrou |
| 1994 | ICPR | Relaxation labeling of Markov random fields. | Stan Z. Li, Han Wang, Maria Petrou |
| 1994 | ICPR | On multiresolution image restoration. | G. Nicholls, Maria Petrou |
| 1994 | ICPR | Multiresolution motion segmentation. | Maria Petrou, Miroslaw Bober, Josef Kittler |
| 1994 | MVA | Detection of Defects in Colour Texture Surfaces. | Josef Kittler, Radek Marik, Majid Mirmehdi, Maria Petrou, J. Song |
| 1993 | CAIP | A Morphological Approach to the Generalised 2-stage Stock-Cutting Problem. | Nikos Georgis, Maria Petrou, Josef Kittler |
| 1993 | CVPR | An optimisation approach to improving the accuracy of the Hough transform: plane orientations from skew symmetry. | Phil L. Palmer, Maria Petrou, Josef Kittler |
| 1993 | ICCV | Probabilistic relaxation for matching problems in computer vision. | Josef Kittler, William J. Christmas, Maria Petrou |
| 1993 | ICCV | Accurate line parameters from an optimising Hough Transform for vanishing point detection. | Phil L. Palmer, Maria Petrou, Josef Kittler |
| 1992 | BMVC | Vanishing Point Detection. | A. Tai, Josef Kittler, Maria Petrou, Terry Windeatt |
| 1992 | ECCV | Matching and Recognition of Road Networks from Aerial Images. | Stan Z. Li, Josef Kittler, Maria Petrou |
| 1992 | ICPR | A generalisation of renormalisation group methods for multiresolution image analysis. | G. Nicholls, Maria Petrou |
| 1992 | ICPR | A Hough transform algorithm with a 2D hypothesis testing kernel. | Phil L. Palmer, Josef Kittler, Maria Petrou |
| 1988 | BMVC | On the Optimal Edge Detector. | Maria Petrou, Josef Kittler |
| 1987 | BMVC | Knowledge-Based Segmentation for Remote-Sensing. | Anita Tailor, D. G. Corr, Alan Cross, David C. Hogg, D. H. Lawrence, David C. Mason, Maria Petrou |