PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Edwin Hancock

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Number of EPrints submitted by this user: 100

Discovering Shape Classes using Tree Edit-Distance and Pairwise Clustering
Andrea Torsello, Antonio Robles-Kelly and Edwin Hancock
International Journal of Comouter Vision Volume 72, Number 3, pp. 259-285, 2006. ISSN 0920-5691

Clustering and Embedding Using Commute Times
Edwin Hancock and HuaiJun Qiu
IEEE TPAMI Volume 29, Number 11, pp. 1873-1890, 2007. ISSN 0162-8828

Graph simplification and matching using commute times
Huaijun Qiu and Edwin Hancock
Pattern Recognition Volume 40, Number 10, pp. 2874-2889, 2007. ISSN 0031-3203

A Riemannian approach to graph embedding
Antonio Robles-Kelly and Edwin Hancock
Pattern Recogition Volume 40, Number 3, pp. 1042-1056, 2006. ISSN 0031-3203

The M170 Reflects a Viewpoint-Dependent Representation for Both Familiar and Unfamiliar Faces
Michael Ewbak, Will Smith, Edwin Hancock and Tim Andrews
Cerebral Cortex Volume 18, Number 2, pp. 364-370, 2007. ISSN 1047-3211

Graph embedding using tree edit-union.
Andrea Torsello and Edwin Hancock
Pattern Recognition Volume 40, Number 5, pp. 1393-1405, 2006. ISSN 0031--3203

Probabilistic White Matter Fiber Tracking using Particle Filtering and von Mises-Fisher Sampling
Edwin Hancock, Fan Zhang, Guido Gerig and Caset Goodlett
Medical Image Analysis Volume 13, Number 1, pp. 5-18, 2008. ISSN 1361-8415

Estimating Facial Reflectance Properties using Shape-from-shading
William Smith and Edwin Hancock
International Journal of Computer Vision Volume 86, Number 2-3, pp. 152-170, 2009. ISSN 0920-5691

GRAPH EMBEDDING USING A QUASI-QUANTUM ANALOGUE OF THE HITTING TIMES OF CONTINUOUS TIME QUANTUM WALKS
David Emms, Richard Wilson and Edwin Hancock
QUANTUM INFORMATION & COMPUTATION Volume 9, Number 3-4, pp. 231-254, 2009. ISSN 1533-7146

Graph characteristics from the heat kernel trace
Bai Xiao, Richard Wilson and Edwin Hancock
Pattern Recognition Volume 42, Number 11, pp. 2589-2606, 2009. ISSN 0031-3203

Coined quantum walks lift the cospectrality of graphs and trees
David Emms, Simone Severini, Richard Wilson and Edwin Hancock
Pattern Recognition Volume 42, Number 9, pp. 1988-2002, 2009. ISSN 0031-3203

Graph matching using the interference of continuous-time quantum walks
David Emms, Richard Wilson and Edwin Hancock
Pattern Recognition Volume 42, Number 5, pp. 985-1002, 2009. ISSN 0031-3203

New Riemannian techniques for directional and tensorial image data
Fan Zhang and Edwin Hancock
Pattern Recognition Volume 43, Number 4, pp. 1590-1606, 2010. ISSN 0031-3203

A generative model for graph matching and embedding
Bai Xiao, Richard Wilson and Edwin Hancock
Computer Vision and Image Understanding Volume 113, Number 7, pp. 777-789, 2009. ISSN 1077-3142

Coupled Prediction-Classification for Robust Visual Tracking
Ioannis Patras and Edwin Hancock
IEEE Transactions on Pattern Analysis and Machine Intelligence 2009. ISSN 0162-8828

Hypergraphs, Characteristic Polynomials and the Ihara Zeta Function
Peng Ren, Tatjana Aleksic, Richard Wilson and Edwin Hancock
In: CAIP 2009, 2-4 Sept 2009, Munster.

Weighted Graph Characteristics from Oriented Line Graph Polynomials
Peng Ren, Richard Wilson and Edwin Hancock
In: ICCV 2009, Sept 29 - Oct 2, 2009, Kyoto, Japan.

Graph-Based Object Class Discovery
Shengping Xia and Edwin Hancock
In: CAIP 2009, Sept 2-4 2009, Munster, Germany.

Pairwise Similarity Propagation Based Graph Clustering for Scalable Object Indexing and Retrieval
Shengping Xia and Edwin Hancock
In: GbRPR 2009, May 26-28, 2009, Venice, Italy.

Graph Regularisation Using Gaussian Curvature
Hewayda ElGhawalby and Edwin Hancock
In: GbRPR 2009, May 26-28, 2009, Venice, Italy.

Characteristic Polynomial Analysis on Matrix Representations of Graphs
Peng Ren and Edwin Hancock
In: GbRPR 2009, May 26-28, 2009, Venice, Italy.

Flow Complexity: Fast Polytopal Graph Complexity and 3D Object Clustering
Francisco Escolano, Daniela Giorgi, Edwin Hancock, Miguel Lozano and Bianca Falcidieno
In: GbRPR 2009, May 26-28, 2009, Venice, Italy.

Riemannian Self-Organizing Map
Dongjun Yu and Edwin Hancock
In: ICIAP 2009, Sept 8-11, 2009, Vietri sul Mare, Italy.

Learning Class Specific Graph Prototypes
Shengping Xia and Edwin Hancock
In: ICIAP 2009, Sept8-11, 2009, Vietri sul Mare, Italy.

Geometric Characterizations of Graphs Using Heat Kernel Embeddings
Hewayda ElGhawalby and Edwin Hancock
In: IMA Conference on the Mathematics of Surfaces 2009, Sept 7-9, 2009, York, UK.

Learning a Self-organizing Map Model on a Riemannian Manifold
Dongjun Yu, Edwin Hancock and William Smith
In: IMA Conference on the Mathematics of Surfaces 2009, Sept 7-9, 2009, York, UK.

Quasi-isometric parameterization for texture mapping
Xianfang Sun and Edwin Hancock
Pattern Recognition Volume 41, Number 5, pp. 1732-1743, 2008.

Probabilistic relaxation labelling using the Fokker-Planck equation
Hongfang Wang and Edwin Hancock
Pattern Recognition Volume 41, Number 11, 2009. ISSN 0031-3203

Graph spectral image smoothing using the heat kernel
Fan Zhang and Edwin Hancock
Pattern Recognition Volume 41, Number 11, pp. 3328-3342, 2008. ISSN 0031-3203

Isotree: Tree clustering via metric embedding
Xiao Bai, Andrea Torsello and Edwin Hancock
Neurocomputing Volume 71, Number 10-12, pp. 2029-2036, 2008. ISSN 0925-2312

Facial Shape-from-shading and Recognition Using Principal Geodesic Analysis and Robust Statistics
William Smith and Edwin Hancock
International Journal of Computer Vision Volume 76, Number 1, pp. 71-91, 2008. ISSN 0920-5691

Graph Edit Distance without Correspondence from Continuous-Time Quantum Walks
David Emms, Richard Wilson and Edwin Hancock
In: SSPR/SPR 2008, Dec 4-6, 2008, Orlando, USA.

Spectral Embedding of Feature Hypergraphs
Peng Ren, Richard Wilson and Edwin Hancock
In: SSPR/SPR 2008, Dec 4-6, 2008, Orlando, USA.

Graph Characteristics from the Ihara Zeta Function
Peng Ren, Richard Wilson and Edwin Hancock
In: SSPR/SPR 2008, Dec 4-6, 2008, Orlando, USA.

Polytopal Graph Complexity, Matrix Permanents, and Embedding
Francisco Escolano, Edwin Hancock and Miguel Lozano
In: SSPR/SPR 2008, Dec 4-6, 2008, Orlando, USA.

Graph Characteristic from the Gauss-Bonnet Theorem
Hewayda ElGhawalby and Edwin Hancock
In: SSPR/SPR 2008, Dec 4-6, 2008, Orlando, USA.

Graph Characterization via Ihara Coefficients
Peng Ren, Richard Wilson and Edwin Hancock
IEEE Transactions on Neural Networks Volume 22, Number 2, pp. 233-245, 2011. ISSN 1045-9227

Supervised relevance maps for increasing the distinctiveness of facial images
Edwin Hancock, Jing Wu and Michael Kawulok
Pattern Recognition Volume 44, Number 4, pp. 929-939, 2011. ISSN 0031-3203

Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR & SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings
Edwin Hancock, Richard Wilson, Terry Windeatt, Ilkay Ulusoy and Terry Windeatt
(2010) Lecture Notes in Computer Science , Volume 6218 . Springer , Heifelberg, Germany . ISBN 978-3-642-14979-5

Rectifying Non-Euclidean Similarity Data using Ricci Flow Embedding
Weiping Xu, Richard Wilson and Edwin Hancock
In: International conference on Pattern Recognition, 23-26 Aug.2010, Istanbul, Turkey.

Geometric characterization and clustering of graphs using heat kernel embeddings
Bai Xiao, Edwin Hancock and Richard Wilson
Image Vision Comput. Volume 28, Number 6, pp. 1003-1021, 2010. ISSN 0262-8856

Geometric characterization and clustering of graphs using heat kernel embeddings
Bai Xiao, Edwin Hancock and Richard Wilson
Geometric characterization and clustering of graphs using heat kernel embeddings Volume 28, Number 6, pp. 1003-1021, 2010. ISSN 0262-8856

A Supergraph-based Generative Model
Lin Han, Richard Wilson and Edwin Hancock
In: ICPR 2010, 23-26 Aug 2010, Istanbul, Turkey.

Robust Computation of the Polarisation Image
Gule Saman and Edwin Hancock
In: ICPR 2010, 23-26 Aug 2010, Istanbul, Turkey.

Characterising Facial Gender Difference Using Fisher-Rao Metric
Simone Ceolin and Edwin Hancock
In: ICPR 2010, 23-26 Aug 2010, Istanbul, Turkey.

Heat Flow-Thermodynamic Depth Complexity in Networks
Francisco Escolano, Miguel A. Lozano and Edwin Hancock
In: ICPR 2010, 23-26 Aug 2010, Istanbul, Turkey.

Ihara Coefficients: A Flexible Tool for Higher Order Learning
Peng Ren, Tatjana Aleksic, Richard Wilson and Edwin Hancock
In: S+SSPR 2010, 18-20 Aug 2010, Cesme, Turkey.

Graph embedding using an Edge-based Wave Kernel
Hewayda ElGhawalby and Edwin Hancock
In: S+SSPR 2010, 18-20 Aug 2010, Cesme, Turkey.

Regularising the Ricci Flow Embedding
Weiping Xu, Richard Wilson and Edwin Hancock
In: S+SSPR 2010, 18-20 Aug 2010, Cesme,Turkey.

Spherical Embedding and Classification
Richard Wilson and Edwin Hancock
In: S+SSPR 2010, 18-20 Aug 2010, Cesme,Turkey.

Mining Exemplars for Object Modelling Using Affinity Propagation
Shengping xia and Edwin Hancock
In: S+SSPR 2010, 18-20 Aug 2010, Cesme, Turkey.

Commute-Time Convolution Kernels for Graph Clustering
Normawati A. Rahman and Edwin Hancock
In: S+SSPR 2010, 18-20 Aug 2010, Cesme, Turkey.

What Is the Complexity of a Network? The Heat Flow-Thermodynamic Depth Approach
Francisco Escolano, Miguel A. Lozano, Edwin Hancock and Daniela Giorgi
In: S+SSPR 2010, 18-20 Aug 2010, Cesme, Turkey.

Distinguishing facial expression using the Fisher-Rao metric
Simone Ceolin and Edwin Hancock
In: ICIP 2010, 26-29 Sept 2010, Hong Kong, China.

Feature Point Matching Using a Hermitian Property Matrix
Muhammad Haseeb and Edwin Hancock
In: SIMBAD - Similarity-Based Pattern Recognition - First International Workshop, September 28-30, 2011, Venice, Italy.

Facial gender classification using shape-from-shading
Jing Wu, William Smith and Edwin Hancock
Image Vision Comput. Volume 28, Number 6, pp. 1039-1048, 2010. ISSN 0262-8856

A Coupled Statistical Model for Face Shape Recovery From Brightness Images
Ioannis Patras and Edwin Hancock
IEEE Transations on Pattern Analysis and Machine Intelligence Volume 32, Number 9, pp. 1553-1567, 2010. ISSN 0162-8828

Manifold embedding for shape analysis
Bai Xiao, Edwin Hancock and Hang Yu
Neurocomputing Volume 73, Number 10-12, pp. 1606-1613, 2010. ISSN 0925-2312

Shape and refractive index recovery from single-view polarisation images
Cong Phuoc Huynh, Antonio Robles-Kelly and Edwin Hancock
In: CVPR 2010, 13-18 June 2010, San Francisco, USA.

Using the Fisher-Rao Metric to Compute Facial Similarity
Simone Ceolin and Edwin Hancock
In: International Conference on Image Analysis and Recognition, June 21-23, 2010, Povoa de Varzim, Portugal.

Spherical embeddings for non-Euclidean dissimilarities
Richard Wilson, Edwin Hancock, Elzbieta Pekalska and Robert Duin
In: CVPR 2010, June 13-18, San Francisco, USA.

A polynomial characterization of hypergraphs using the Ihara zeta function
Peng Ren, Tatjana Aleksić, Edwin Hancock and Richard Wilson
Pattern Recognition 2011.

Graph Characterization via Ihara Coefficients
Peng Ren, Richard Wilson and Edwin Hancock
Neural Networks, IEEE Transactions on Volume 22, Number 2, 233 - 245, 2010. ISSN 1045-9227

Quantum walks, Ihara zeta functions and cospectrality in regular graphs
Peng Ren, Tatjana Aleksić, David Emms, Richard Wilson and Edwin Hancock
Quantum Information Processing 2010. ISSN 1570-0755

Kernelising the Ihara zeta function
Furqan Aziz, Richard Wilson and Edwin Hancock
Computer Analysis of Images and Patterns Volume 6854, pp. 219-227, 2011. ISSN 978-3-642-23671-6

Graph characterization via backtrackless paths
Furqan Aziz, Richard Wilson and Edwin Hancock
Similarity-Based Pattern Recognition Volume 7005, pp. 149-162, 2011.

Efficient computation of Ihara coefficients using the Bell polynomial recursion
Samuel Bulò, Edwin Hancock, Furqan Aziz and Marcello Pelillo
Linear Algebra and its Applications 2011.

Pattern analysis with graphs: Parallel work at Bern and York
Edwin Hancock and Richard Wilson
Pattern Recognition Letters 2011. ISSN 0167-8655

Graph matching through entropic manifold alignment
Franceso Escolano, Edwin Hancock and Miguel-Angel Lozano
In: CVPR 2011, 20-25 June 2011, Colarado Springs, USA..

From Points to Nodes: Inverse Graph Embedding through a Lagrangian Formulation
Franceso Escolano and Edwin Hancock
In: CAIP 2011, 29-31 August 2011, Saville, Spain.

Gender discriminating models from facial surface normals
Jing Wu, William A.P. Smith and Edwin Hancock
Pattern Recognition Volume 44, Number 12, pp. 2871-2886, 2011. ISSN 0031-3203

Supervised relevance maps for increasing the distinctiveness of facial images
Michal Kawulok, Jing Wu and Edwin Hancock
{Pattern Recognition Volume 44, Number 4, pp. 929-939, 2011.

Reflection Component Separation Using Statistical Analysis and Polarisation
Lichi Zhang, Edwin Hancock and Gary Atkinson
In: Pattern Recognition and Image Analysis - 5th Iberian Conference,IbPRIA 2011, June 8-10, 2011, Las Palmas de Gran Canaria, Spain.

Natural Material Segmentation and Classification Using Polarisation
Nitya Subramaniam, Gule Saman and Edwin Hancock
In: Pattern Recognition and Image Analysis - 5th Iberian Conference,IbPRIA 2011, June 8-10, 2011, Las Palmas de Gran Canaria, Spain.

Characterizing Graphs Using Approximate von Neumann Entropy
Lin Han, Edwin Hancock and Richard Wilson
In: Pattern Recognition and Image Analysis - 5th Iberian Conference,IbPRIA 2011, June 8-10, 2011, Las Palmas de Gran Canaria, Spain.

Information Theoretic Methods for Learning Generative Models for Relational Structures
Edwin Hancock
In: SIG-11: Second International Workshop on Stochastic Image Grammars, 12 November 2011, Barcelona, Spain..

Refractive index estimation using photometric stereo
Gule Saman and Edwin Hancock
In: 18th IEEE International Conference on Image Processing, ICIP 2011, September 11-14, 2011, Brussels, Belgium.

Fusion of Multiple Candidate Orientations in Fingerprints
En Zhu, Edwin Hancock, Jianping Yin, Jianming Zhang and Huiyao An
In: Image Analysis and Recognition - 8th International Conference, ICIAR 2011, June 22-24, 2011., Burnaby, BC, Canada.

Refractive Index Estimation of Naturally Occurring Surfaces Using Photometric Stereo
Gule Saman and Edwin Hancock
In: Image Analysis and Processing - ICIAP 2011 - 16th International Conference, September 14-16, 2011, Ravenna, Italy.

High Order Structural Matching Using Dominant Cluster Analysis
Peng Ren, Richard Wilson and Edwin Hancock
In: Image Analysis and Processing - ICIAP 2011 - 16th International Conference, September 14-16, 2011, Ravenna, Italy.

Learning Generative Graph Prototypes Using Simplified von Neumann Entropy
Lin Han, Edwin Hancock and Richard Wilson
In: Graph-Based Representations in Pattern Recognition - 8th IAPR-TC-15 International Workshop, GbRPR 2011, May 18-20, 2011., Munster, Germany.

Graph matching through entropic manifold alignment
Francisco Escolano, Edwin Hancock and Miguel Lozano
In: The 24th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011, 20-25 June 2011, Colorado Springs, CO, USA.

Refractive Index Estimation Using Polarisation and Photometric Stereo
Gule Saman and Edwin Hancock
In: Computer Analysis of Images and Patterns - 14th International Conference, CAIP 2011, August 29-31, 2011, Seville, Spain.

Determining the Cause of Negative Dissimilarity Eigenvalues
Weiping Xu, Richard Wilson and Edwin Hancock
In: Computer Analysis of Images and Patterns - 14th International Conference, CAIP 2011, August 29-31, 2011, Seville, Spain.

Graph Clustering Using the Jensen-Shannon Kernel
Lu Bai and Edwin Hancock
In: Computer Analysis of Images and Patterns - 14th International Conference, CAIP 2011, August 29-31, 2011, Seville, Spain.

From Points to Nodes: Inverse Graph Embedding through a Lagrangian Formulation
Francisco Escolano and Edwin Hancock
In: Computer Analysis of Images and Patterns - 14th International Conference, CAIP 2011, August 29-31, 2011, Seville, Spain.

Robust Shape and Polarisation Estimation Using Blind Source Separation
Lichi Zhang and Edwin Hancock
In: Computer Analysis of Images and Patterns - 14th International Conference, CAIP 2011, August 29-31, 2011, Seville, Spain.

A Hypergraph-Based Approach to Feature Selection
Zhihong Zhang and Edwin Hancock
In: Computer Analysis of Images and Patterns - 14th International Conference, CAIP 2011, August 29-31, 2011, Seville, Spain.

Facial Expression Recognition Using Nonrigid Motion Parameters and Shape-from-Shading
Fang Liu, Edwin Hancock and Will Smith
In: Computer Analysis of Images and Patterns - 14th International Conference, CAIP 2011, August 29-31, 2011, Seville, Spain.

A Graph-Based Approach to Feature Selection
Zhihong Zhang and Edwin Hancock
In: Graph-Based Representations in Pattern Recognition - 8th IAPR-TC-15 International Workshop, GbRPR 2011, May 18-20, 2011., Munster, Germany.

Entropy versus Heterogeneity for Graphs.
Lin Han, Edwin Hancock and Richard Wilson
In: Graph-Based Representations in Pattern Recognition - 8th IAPR-TC-15 International Workshop, GbRPR 2011, May 18-20, 2011., Munster, Germany.

Improved Content-Based Watermarking Using Scale-Invariant Feature Points
Na Li, Edwin Hancock, Xiaoshi Zheng and Lin Han
In: Image Analysis and Processing - ICIAP 2011 - 16th International Conference, September 14-16, 2011, Ravenna, Italy.

Rectifying Non-euclidean Similarity Data through Tangent Space Reprojection
Weiping Xu, Edwin Hancock and Richard Wilson
In: Pattern Recognition and Image Analysis - 5th Iberian Conference,IbPRIA 2011, June 8-10, 2011, Las Palmas de Gran Canaria, Spain.

Feature Selection for Gender Classification
Zhihong Zhang and Edwin Hancock
In: Pattern Recognition and Image Analysis - 5th Iberian Conference,IbPRIA 2011, June 8-10, 2011, Las Palmas de Gran Canaria, Spain.

An Information Theoretic Approach to Learning Generative Graph Prototypes
Lin Han, Edwin Hancock and Richard Wilson
In: SIMBAD - Similarity-Based Pattern Recognition - First International Workshop, September 28-30, 2011, Venice, Italy.

Mutual Information Criteria for Feature Selection
Zhihong Zhang and Edwin Hancock
In: SIMBAD - Similarity-Based Pattern Recognition - First International Workshop, September 28-30, 2011, Venice, Italy.

Tensor-based Total Bregman Divergences between Graphs
Francisco Escolano, Meizhu Lu and Edwin Hancock
In: ICCV 2011 Workshop: 1st IEEE Workshop in Information Theory in Computer Vision and Pattern Recognition, 13 November 2011, Barcelona, Spain.

An Information Theoretic Approach to Gender Feature Selection
Zhihong Zhang, Edwin Hancock and Jing Wu
In: ICCV 2011 Workshop: 1st IEEE Workshop in Information Theory in Computer Vision and Pattern Recognition, 13 November 2011, Barcelona, Spain13.

Similarity-Based Pattern Recognition First International Workshop, SIMBAD 2011, Venice, Italy, September 28-30, 2011. Proceedings
Marcello Pelillo and Edwin Hancock
(2011) Lecture Notes in Computer Science , Volume 7005 . Springer , Heidelberg, Germany . ISBN 978-3-642-24470-4

Pattern Recognition Third Mexican Conference, MCPR 2011, Cancun, Mexico, June 29 - July 2, 2011. Proceedings
José Francisco Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Cherif Ben-Youssef Brants and Edwin Hancock
(2011) Lecture Notes in Computer Science , Volume 6718 . Springer , Heidelberg, GermanyS . ISBN 978-3-642-21586-5