| 2026 | AAAI | SSHPool: The Separated Subgraph-based Hierarchical Pooling. | Zhuo Xu, Lu Bai, Lixin Cui, Ming Li, Hangyuan Du, Ziyu Lyu, Yue Wang, Edwin R. Hancock |
| 2025 | AAAI | DHAKR: Learning Deep Hierarchical Attention-Based Kernelized Representations for Graph Classification. | Feifei Qian, Lu Bai, Lixin Cui, Ming Li, Ziyu Lyu, Hangyuan Du, Edwin R. Hancock |
| 2025 | ICDE | AEGK: Aligned Entropic Graph Kernels Through Continuous-Time Quantum Walks: (Extended Abstract). | Lu Bai, Lixin Cui, Ming Li, Peng Ren, Yue Wang, Lichi Zhang, Philip S. Yu, Edwin R. Hancock |
| 2025 | ICDE | HAQJSK: Hierarchical-Aligned Quantum Jensen-Shannon Kernels for Graph Classification (Extended Abstract). | Lu Bai, Lixin Cui, Yue Wang, Ming Li, Jing Li, Philip S. Yu, Edwin R. Hancock |
| 2025 | ICML | ENAHPool: The Edge-Node Attention-based Hierarchical Pooling for Graph Neural Networks. | Zhehan Zhao, Lu Bai, Lixin Cui, Ming Li, Ziyu Lyu, Lixiang Xu, Yue Wang, Edwin R. Hancock |
| 2025 | IJCAI | AKBR: Learning Adaptive Kernel-based Representations for Graph Classification. | Lu Bai, Feifei Qian, Lixin Cui, Ming Li, Hangyuan Du, Yue Wang, Edwin R. Hancock |
| 2025 | IJCAI | Exploring the Over-smoothing Problem of Graph Neural Networks for Graph Classification: An Entropy-based Viewpoint. | Feifei Qian, Lu Bai, Lixin Cui, Ming Li, Hangyuan Du, Yue Wang, Edwin R. Hancock |
| 2025 | IJCAI | HA-SCN: Learning Hierarchical Aligned Subtree Convolutional Networks for Graph Classification. | Xinya Qin, Lu Bai, Lixin Cui, Ming Li, Hangyuan Du, Yue Wang, Edwin R. Hancock |
| 2025 | IJCAI | DHTAGK: Deep Hierarchical Transitive-Aligned Graph Kernels for Graph Classification. | Xinya Qin, Lu Bai, Lixin Cui, Ming Li, Ziyu Lyu, Hangyuan Du, Edwin R. Hancock |
| 2025 | IJCAI | An End-to-End Simple Clustering Hierarchical Pooling Operation for Graph Learning Based on Top-K Node Selection. | Zhehan Zhao, Lu Bai, Ming Li, Lixin Cui, Hangyuan Du, Yue Wang, Edwin R. Hancock |
| 2024 | ICML | QBMK: Quantum-based Matching Kernels for Un-attributed Graphs. | Lu Bai, Lixin Cui, Ming Li, Yue Wang, Edwin R. Hancock |
| 2022 | CVPR | Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency Perspective. | Jiawei Zhang, Xiang Wang, Xiao Bai, Chen Wang, Lei Huang, Yimin Chen, Lin Gu, Jun Zhou, Tatsuya Harada, Edwin R. Hancock |
| 2022 | ECCV | Where to Focus: Investigating Hierarchical Attention Relationship for Fine-Grained Visual Classification. | Yang Liu, Lei Zhou, Pengcheng Zhang, Xiao Bai, Lin Gu, Xiaohan Yu, Jun Zhou, Edwin R. Hancock |
| 2022 | ICDE | Learning Graph Convolutional Networks based on Quantum Vertex Information Propagation (Extended Abstract). | Lu Bai, Yuhang Jiao, Lixin Cui, Luca Rossi, Yue Wang, Philip S. Yu, Edwin R. Hancock |
| 2022 | ICML | A Hierarchical Transitive-Aligned Graph Kernel for Un-attributed Graphs. | Lu Bai, Lixin Cui, Edwin R. Hancock |
| 2022 | ICPR | Inferring Edges from Weights in the Debye Model. | Jianjia Wang, Xin Zhao, Chong Wu, Edwin R. Hancock |
| 2021 | Interspeech | Two-Pathway Style Embedding for Arbitrary Voice Conversion. | Xuexin Xu, Liang Shi, Jinhui Chen, Xunquan Chen, Jie Lian, Pingyuan Lin, Zhihong Zhang, Edwin R. Hancock |
| 2020 | ICPR | Fast Subspace Clustering Based on the Kronecker Product. | Lei Zhou, Xiao Bai, Liang Zhang, Jun Zhou, Edwin R. Hancock |
| 2020 | ICPR | Cross-Supervised Joint-Event-Extraction with Heterogeneous Information Networks. | Yue Wang, Zhuo Xu, Lu Bai, Yao Wan, Lixin Cui, Qian Zhao, Edwin R. Hancock, Philip S. Yu |
| 2020 | IJCAI | A Quantum-inspired Entropic Kernel for Multiple Financial Time Series Analysis. | Lu Bai, Lixin Cui, Yue Wang, Yuhang Jiao, Edwin R. Hancock |
| 2020 | IJCAI | Learning for Graph Matching and Related Combinatorial Optimization Problems. | Junchi Yan, Shuang Yang, Edwin R. Hancock |
| 2020 | ICPR | Thermal Characterisation of Unweighted and Weighted Networks. | Jianjia Wang, Hui Wu, Edwin R. Hancock |
| 2020 | ICPR | fMRI Brain Networks as Statistical Mechanical Ensembles. | Hui Wu, Jianjia Wang, Edwin R. Hancock |
| 2020 | ICPR | HMFlow: Hybrid Matching Optical Flow Network for Small and Fast-Moving Objects. | Suihanjin Yu, Youmin Zhang, Chen Wang, Xiao Bai, Liang Zhang, Edwin R. Hancock |
| 2020 | SSPR | Alzheimer's Brain Network Analysis Using Sparse Learning Feature Selection. | Lixin Cui, Lichi Zhang, Lu Bai, Yue Wang, Edwin R. Hancock |
| 2020 | SSPR | The Entropy of Graph Embeddings: A Proxy of Potential Mobility in Covid19 Outbreaks. | Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock |
| 2020 | SSPR | LGL-GNN: Learning Global and Local Information for Graph Neural Networks. | Huan Li, Boyuan Wang, Lixin Cui, Lu Bai, Edwin R. Hancock |
| 2020 | SSPR | Graph Transformer: Learning Better Representations for Graph Neural Networks. | Boyuan Wang, Lixin Cui, Lu Bai, Edwin R. Hancock |
| 2020 | SSPR | Weighted Network Analysis Using the Debye Model. | Haoran Zhu, Hui Wu, Jianjia Wang, Edwin R. Hancock |
| 2019 | IJCAI | Latent Distribution Preserving Deep Subspace Clustering. | Lei Zhou, Xiao Bai, Dong Wang, Xianglong Liu, Jun Zhou, Edwin R. Hancock |
| 2018 | ICPR | A Deep Hybrid Graph Kernel Through Deep Learning Networks. | Lixin Cui, Lu Bai, Luca Rossi, Yue Wang, Yuhang Jiao, Edwin R. Hancock |
| 2018 | ICPR | Semi-supervised Graph Rewiring with the Dirichlet Principle. | Manuel Curado, Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock |
| 2018 | ICPR | Local Binary Patterns for Graph Characterization. | Muhammad Jawad, Furqan Aziz, Edwin R. Hancock |
| 2018 | ICPR | Directed Graph Evolution from Euler-Lagrange Dynamics. | Jianjia Wang, Richard C. Wilson, Edwin R. Hancock |
| 2018 | ICPR | Depth-based Subgraph Convolutional Neural Networks. | Chuanyu Xu, Dong Wang, Zhihong Zhang, Beizhan Wang, Da Zhou, Guijun Ren, Lu Bai, Lixin Cui, Edwin R. Hancock |
| 2018 | ICPR | A Unified Neighbor Reconstruction Method for Embeddings. | Zhiling Ye, Zhihong Zhang, Lu Bai, Guosheng Hu, Zheng-Jian Bai, Yiqun Hu, Edwin R. Hancock |
| 2018 | ICPRAM | Time Evolving Networks in Finance and Medicine. | Edwin R. Hancock |
| 2018 | SSPR | Plenoptic Imaging for Seeing Through Turbulence. | Richard C. Wilson, Edwin R. Hancock |
| 2018 | SSPR | Graph Time Series Analysis Using Transfer Entropy. | Ibrahim Caglar, Edwin R. Hancock |
| 2018 | SSPR | A Preliminary Survey of Analyzing Dynamic Time-Varying Financial Networks Using Graph Kernels. | Lixin Cui, Lu Bai, Luca Rossi, Zhihong Zhang, Yuhang Jiao, Edwin R. Hancock |
| 2018 | SSPR | A Mixed Entropy Local-Global Reproducing Kernel for Attributed Graphs. | Lixin Cui, Lu Bai, Luca Rossi, Zhihong Zhang, Lixiang Xu, Edwin R. Hancock |
| 2018 | SSPR | Dirichlet Densifiers: Beyond Constraining the Spectral Gap. | Manuel Curado, Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock |
| 2018 | SSPR | Quantum Edge Entropy for Alzheimer's Disease Analysis. | Jianjia Wang, Richard C. Wilson, Edwin R. Hancock |
| 2018 | SSPR | Directed Network Analysis Using Transfer Entropy Component Analysis. | Meihong Wu, Yangbin Zeng, Zhihong Zhang, Haiyun Hong, Zhuobin Xu, Lixin Cui, Lu Bai, Edwin R. Hancock |
| 2018 | SSPR | Deep Supervised Hashing with Information Loss. | Xueni Zhang, Lei Zhou, Xiao Bai, Edwin R. Hancock |
| 2018 | SSPR | Iterative Deep Subspace Clustering. | Lei Zhou, Shuai Wang, Xiao Bai, Jun Zhou, Edwin R. Hancock |
| 2017 | ICCV | Linear Differential Constraints for Photo-Polarimetric Height Estimation. | Silvia Tozza, William A. P. Smith, Dizhong Zhu, Ravi Ramamoorthi, Edwin R. Hancock |
| 2017 | ICIAP | Deep Face Model Compression Using Entropy-Based Filter Selection. | Bingbing Han, Zhihong Zhang, Chuanyu Xu, Beizhan Wang, Guosheng Hu, Lu Bai, Qingqi Hong, Edwin R. Hancock |
| 2017 | ICIAP | Network Edge Entropy from Maxwell-Boltzmann Statistics. | Jianjia Wang, Richard C. Wilson, Edwin R. Hancock |
| 2016 | ICPR | A transitive aligned Weisfeiler-Lehman subtree kernel. | Lu Bai, Luca Rossi, Lixin Cui, Edwin R. Hancock |
| 2016 | ICPR | A novel entropy-based graph signature from the average mixing matrix. | Lu Bai, Luca Rossi, Lixin Cui, Edwin R. Hancock |
| 2016 | ICPR | An edge-based matching kernel on commute-time spanning trees. | Lu Bai, Lixin Cui, Francisco Escolano, Edwin R. Hancock |
| 2016 | ICPR | Shape classification with a vertex clustering graph kernel. | Lu Bai, Lixin Cui, Yue Wang, Xin Jin, Xiao Bai, Edwin R. Hancock |
| 2016 | ICPR | Absorptive scattering model for rough laminar surfaces. | Hadi A. Dahlan, Edwin R. Hancock |
| 2016 | ICPR | Reflectance-aware optical flow. | Hadi A. Dahlan, Edwin R. Hancock, William A. P. Smith |
| 2016 | ICPR | Quantum thermodynamics of time evolving networks. | Giorgia Minello, Andrea Torsello, Edwin R. Hancock |
| 2016 | ICPR | Network entropy analysis using the Maxwell-Boltzmann partition function. | Jianjia Wang, Richard C. Wilson, Edwin R. Hancock |
| 2016 | ICPR | Analyzing graph time series using a generative model. | Cheng Ye, Richard C. Wilson, Edwin R. Hancock |
| 2016 | ICPR | Face image super-resolution via weighted patches regression. | Yiping Zhang, Zhihong Zhang, Guosheng Hu, Edwin R. Hancock |
| 2016 | SSPR | Graph Entropy from Closed Walk and Cycle Functionals. | Furqan Aziz, Edwin R. Hancock, Richard C. Wilson |
| 2016 | SSPR | P2P Lending Analysis Using the Most Relevant Graph-Based Features. | Lixin Cui, Lu Bai, Yue Wang, Xiao Bai, Zhihong Zhang, Edwin R. Hancock |
| 2016 | SSPR | Commute Times in Dense Graphs. | Francisco Escolano, Manuel Curado, Edwin R. Hancock |
| 2016 | SSPR | Dirichlet Graph Densifiers. | Francisco Escolano, Manuel Curado, Miguel Angel Lozano, Edwin R. Hancock |
| 2016 | SSPR | Thermodynamic Characterization of Temporal Networks. | Giorgia Minello, Andrea Torsello, Edwin R. Hancock |
| 2016 | SSPR | Thermodynamic Network Analysis with Quantum Spin Statistics. | Jianjia Wang, Richard C. Wilson, Edwin R. Hancock |
| 2016 | SSPR | fMRI Activation Network Analysis Using Bose-Einstein Entropy. | Jianjia Wang, Richard C. Wilson, Edwin R. Hancock |
| 2016 | SSPR | Correlation Network Evolution Using Mean Reversion Autoregression. | Cheng Ye, Richard C. Wilson, Edwin R. Hancock |
| 2016 | SSPR | A Jensen-Shannon Divergence Kernel for Directed Graphs. | Cheng Ye, Richard C. Wilson, Edwin R. Hancock |
| 2015 | CAIP | A High-Order Depth-Based Graph Matching Method. | Lu Bai, Zhihong Zhang, Peng Ren, Edwin R. Hancock |
| 2015 | CAIP | An Edge-Based Matching Kernel for Graphs Through the Directed Line Graphs. | Lu Bai, Zhihong Zhang, Chaoyan Wang, Edwin R. Hancock |
| 2015 | CAIP | Adaptive Graph Learning for Unsupervised Feature Selection. | Zhihong Zhang, Lu Bai, Yuanheng Liang, Edwin R. Hancock |
| 2015 | ICCV | Example-Based Modeling of Facial Texture from Deficient Data. | Arnaud Dessein, William A. P. Smith, Richard C. Wilson, Edwin R. Hancock |
| 2015 | ICIAP | An Edge-Based Matching Kernel Through Discrete-Time Quantum Walks. | Lu Bai, Zhihong Zhang, Peng Ren, Luca Rossi, Edwin R. Hancock |
| 2015 | ICIAP | Unsupervised Feature Selection by Graph Optimization. | Zhihong Zhang, Lu Bai, Yuanheng Liang, Edwin R. Hancock |
| 2015 | ICML | An Aligned Subtree Kernel for Weighted Graphs. | Lu Bai, Luca Rossi, Zhihong Zhang, Edwin R. Hancock |
| 2015 | IJCAI | A Graph Kernel Based on the Jensen-Shannon Representation Alignment. | Lu Bai, Zhihong Zhang, Chaoyan Wang, Xiao Bai, Edwin R. Hancock |
| 2014 | ICIP | Seamless texture stitching on a 3D mesh by poisson blending in patches. | Arnaud Dessein, William A. P. Smith, Richard C. Wilson, Edwin R. Hancock |
| 2014 | ICIP | Obstacle detection by means of stereo feature matching. | Ajay Mittal, Abdelaziz Bensrhair, Edwin R. Hancock |
| 2014 | ICPR | Graph Characterization Using Wave Kernel Trace. | Furqan Aziz, Richard C. Wilson, Edwin R. Hancock |
| 2014 | ICPR | An Attributed Graph Kernel from the Jensen-Shannon Divergence. | Lu Bai, Horst Bunke, Edwin R. Hancock |
| 2014 | ICPR | Directed Depth-Based Complexity Traces of Hypergraphs from Directed Line Graphs. | Lu Bai, Edwin R. Hancock, Peng Ren, Francisco Escolano |
| 2014 | ICPR | A Hypergraph Kernel from Isomorphism Tests. | Lu Bai, Peng Ren, Edwin R. Hancock |
| 2014 | ICPR | The Mutual Information between Graphs. | Francisco Escolano, Edwin R. Hancock |
| 2014 | ICPR | Curvature Estimation for Ricci Flow Embedding. | Eliza Xu, Richard C. Wilson, Edwin R. Hancock |
| 2014 | ICPR | Graph Characterization from Entropy Component Analysis. | Cheng Ye, Richard C. Wilson, Edwin R. Hancock |
| 2014 | SSPR | Node Centrality for Continuous-Time Quantum Walks. | Luca Rossi, Andrea Torsello, Edwin R. Hancock |
| 2014 | SSPR | Commute Time for a Gaussian Wave Packet on a Graph. | Furqan Aziz, Richard C. Wilson, Edwin R. Hancock |
| 2014 | SSPR | A Graph Kernel from the Depth-Based Representation. | Lu Bai, Peng Ren, Xiao Bai, Edwin R. Hancock |
| 2014 | SSPR | Quantum vs Classical Ranking in Segment Grouping. | Francisco Escolano, Boyan Bonev, Edwin R. Hancock |
| 2014 | SSPR | Transitive State Alignment for the Quantum Jensen-Shannon Kernel. | Andrea Torsello, Andrea Gasparetto, Luca Rossi, Lu Bai, Edwin R. Hancock |
| 2014 | SSPR | Entropic Graph Embedding via Multivariate Degree Distributions. | Cheng Ye, Richard C. Wilson, Edwin R. Hancock |
| 2013 | CAIP | Manifold Learning and the Quantum Jensen-Shannon Divergence Kernel. | Luca Rossi, Andrea Torsello, Edwin R. Hancock |
| 2013 | CAIP | Analysis of Wave Packet Signature of a Graph. | Furqan Aziz, Richard C. Wilson, Edwin R. Hancock |
| 2013 | CAIP | A Graph Embedding Method Using the Jensen-Shannon Divergence. | Lu Bai, Edwin R. Hancock, Lin Han |
| 2013 | CAIP | Complexity Fusion for Indexing Reeb Digraphs. | Francisco Escolano, Edwin R. Hancock, Silvia Biasotti |
| 2013 | CAIP | Heterogeneity Index for Directed Graphs. | Cheng Ye, Richard C. Wilson, Edwin R. Hancock |
| 2013 | ICIAP | A Fast Jensen-Shannon Subgraph Kernel. | Lu Bai, Edwin R. Hancock |
| 2013 | ICIAP | Eigenvector Sign Correction for Spectral Correspondence Matching. | Muhammad Haseeb, Edwin R. Hancock |
| 2013 | ICIAP | Estimating Complex Refractive Index Using Ellipsometry. | Gule Saman, Edwin R. Hancock |
| 2012 | BMVC | Unsupervised Feature Selection Via Hypergraph Embedding. | Zhihong Zhang, Peng Ren, Edwin R. Hancock |
| 2012 | ICPR | Shape signature using the edge-based Laplacian. | Furqan Aziz, Richard C. Wilson, Edwin R. Hancock |
| 2012 | ICPR | Graph clustering using graph entropy complexity traces. | Lu Bai, Edwin R. Hancock, Lin Han, Peng Ren |
| 2012 | ICPR | Jensen-Shannon graph kernel using information functionals. | Lu Bai, Edwin R. Hancock, Peng Ren |
| 2012 | ICPR | Sampling graphs from a probabilistic generative model. | Lin Han, Richard C. Wilson, Edwin R. Hancock, Lu Bai, Peng Ren |
| 2012 | ICPR | Hypergraph matching based on Marginalized Constrained Compatibility. | Jiang Su, Le Dong, Peng Ren, Edwin R. Hancock |
| 2012 | ICPR | Face recognition using semi-supervised spectral feature selection. | Zhihong Zhang, Edwin R. Hancock |
| 2012 | ICPR | Unsupervised spectral feature selection for face recognition. | Zhihong Zhang, Edwin R. Hancock |
| 2012 | ICPR | Simultaneous reflectance estimation and surface shape recovery using polarisation. | Lichi Zhang, Edwin R. Hancock |
| 2012 | ICPR | A comprehensive polarisation model for surface orientation recovery. | Lichi Zhang, Edwin R. Hancock |
| 2012 | ICPR | Hypergraph based semi-supervised learning for gender classification. | Zhihong Zhang, Edwin R. Hancock, Peng Ren |
| 2012 | SSPR | Approximate Axial Symmetries from Continuous Time Quantum Walks. | Luca Rossi, Andrea Torsello, Edwin R. Hancock |
| 2012 | SSPR | Shape Analysis Using the Edge-Based Laplacian. | Furqan Aziz, Richard C. Wilson, Edwin R. Hancock |
| 2012 | SSPR | Graph Complexity from the Jensen-Shannon Divergence. | Lu Bai, Edwin R. Hancock |
| 2012 | SSPR | A Jensen-Shannon Kernel for Hypergraphs. | Lu Bai, Edwin R. Hancock, Peng Ren |
| 2012 | SSPR | Heat Flow-Thermodynamic Depth Complexity in Directed Networks. | Francisco Escolano, Boyan Bonev, Edwin R. Hancock |
| 2012 | SSPR | Information Theoretic Prototype Selection for Unattributed Graphs. | Lin Han, Luca Rossi, Andrea Torsello, Richard C. Wilson, Edwin R. Hancock |
| 2012 | SSPR | 3D Shape Classification Using Commute Time. | Muhammad Haseeb, Edwin R. Hancock |
| 2012 | SSPR | Unsupervised Clustering of Human Pose Using Spectral Embedding. | Muhammad Haseeb, Edwin R. Hancock |
| 2012 | SSPR | Hypergraph Spectra for Unsupervised Feature Selection. | Zhihong Zhang, Edwin R. Hancock |
| 2012 | SSPR | Estimating Surface Characteristics and Extracting Features from Polarisation. | Lichi Zhang, Edwin R. Hancock, Jing Wu |
| 2011 | CAIP | Kernelising the Ihara Zeta Function. | Furqan Aziz, Richard C. Wilson, Edwin R. Hancock |
| 2011 | CAIP | Graph Clustering Using the Jensen-Shannon Kernel. | Lu Bai, Edwin R. Hancock |
| 2011 | CAIP | From Points to Nodes: Inverse Graph Embedding through a Lagrangian Formulation. | Francisco Escolano, Edwin R. Hancock |
| 2011 | CAIP | Facial Expression Recognition Using Nonrigid Motion Parameters and Shape-from-Shading. | Fang Liu, Edwin R. Hancock, William A. P. Smith |
| 2011 | CAIP | Refractive Index Estimation Using Polarisation and Photometric Stereo. | Gule Saman, Edwin R. Hancock |
| 2011 | CAIP | Determining the Cause of Negative Dissimilarity Eigenvalues. | Weiping Xu, Richard C. Wilson, Edwin R. Hancock |
| 2011 | CAIP | Robust Shape and Polarisation Estimation Using Blind Source Separation. | Lichi Zhang, Edwin R. Hancock |
| 2011 | CAIP | A Hypergraph-Based Approach to Feature Selection. | Zhihong Zhang, Edwin R. Hancock |
| 2011 | CVPR | Graph matching through entropic manifold alignment. | Francisco Escolano, Edwin R. Hancock, Miguel Angel Lozano |
| 2011 | IBPRIA | Characterizing Graphs Using Approximate von Neumann Entropy. | Lin Han, Edwin R. Hancock, Richard C. Wilson |
| 2011 | IBPRIA | Natural Material Segmentation and Classification Using Polarisation. | Nitya Subramaniam, Gule Saman, Edwin R. Hancock |
| 2011 | IBPRIA | Rectifying Non-euclidean Similarity Data through Tangent Space Reprojection. | Weiping Xu, Edwin R. Hancock, Richard C. Wilson |
| 2011 | IBPRIA | Feature Selection for Gender Classification. | Zhihong Zhang, Edwin R. Hancock |
| 2011 | IBPRIA | Reflection Component Separation Using Statistical Analysis and Polarisation. | Lichi Zhang, Edwin R. Hancock, Gary A. Atkinson |
| 2011 | ICIAP | Improved Content-Based Watermarking Using Scale-Invariant Feature Points. | Na Li, Edwin R. Hancock, Xiaoshi Zheng, Lin Han |
| 2011 | ICIAP | High Order Structural Matching Using Dominant Cluster Analysis. | Peng Ren, Richard C. Wilson, Edwin R. Hancock |
| 2011 | ICIAP | Refractive Index Estimation of Naturally Occurring Surfaces Using Photometric Stereo. | Gule Saman, Edwin R. Hancock |
| 2010 | CVPR | Shape and refractive index recovery from single-view polarisation images. | Cong Phuoc Huynh, Antonio Robles-Kelly, Edwin R. Hancock |
| 2010 | CVPR | Spherical embeddings for non-Euclidean dissimilarities. | Richard C. Wilson, Edwin R. Hancock, Elzbieta Pekalska, Robert P. W. Duin |
| 2010 | ICIP | Distinguishing facial expression using the Fisher-Rao metric. | Simone Ceolin, Edwin R. Hancock |
| 2010 | ICIP | Detection of skin lesions using diffuse polarisation. | Nitya Subramaniam, Gule Saman, Edwin R. Hancock |
| 2010 | ICPR | Characterising Facial Gender Difference Using Fisher-Rao Metric. | Simone Ceolin, Edwin R. Hancock |
| 2010 | ICPR | Heat Flow-Thermodynamic Depth Complexity in Networks. | Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock |
| 2010 | ICPR | A Supergraph-based Generative Model. | Lin Han, Richard C. Wilson, Edwin R. Hancock |
| 2010 | ICPR | Robust Shape from Polarisation and Shading. | Cong Phuoc Huynh, Antonio Robles-Kelly, Edwin R. Hancock |
| 2010 | ICPR | Robust Computation of the Polarisation Image. | Gule Saman, Edwin R. Hancock |
| 2010 | ICPR | Mining Exemplars for Object Modelling Using Affinity Propagation. | Shengping Xia, Jianjun Liu, Edwin R. Hancock |
| 2010 | ICPR | Rectifying Non-Euclidean Similarity Data Using Ricci Flow Embedding. | Weiping Xu, Edwin R. Hancock, Richard C. Wilson |
| 2010 | ICPR | Recovering 3D Shape Using an Improved Fast Marching Method. | Chengming Zou, Edwin R. Hancock |
| 2010 | SSPR | Graph Embedding Using an Edge-Based Wave Kernel. | Hewayda ElGhawalby, Edwin R. Hancock |
| 2010 | SSPR | What Is the Complexity of a Network? The Heat Flow-Thermodynamic Depth Approach. | Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock, Daniela Giorgi |
| 2010 | SSPR | Commute-Time Convolution Kernels for Graph Clustering. | Normawati A. Rahman, Edwin R. Hancock |
| 2010 | SSPR | Ihara Coefficients: A Flexible Tool for Higher Order Learning. | Peng Ren, Tatjana M. Aleksic, Richard C. Wilson, Edwin R. Hancock |
| 2010 | SSPR | Spherical Embedding and Classification. | Richard C. Wilson, Edwin R. Hancock |
| 2010 | SSPR | Affinity Propagation for Class Exemplar Mining. | Shengping Xia, Rui Song, Edwin R. Hancock |
| 2010 | SSPR | Regularising the Ricci Flow Embedding. | Weiping Xu, Edwin R. Hancock, Richard C. Wilson |
| 2009 | ACCV | Semi-supervised Feature Selection for Gender Classification. | Jing Wu, William A. P. Smith, Edwin R. Hancock |
| 2009 | ACCV | Incrementally Discovering Object Classes Using Similarity Propagation and Graph Clustering. | Shengping Xia, Edwin R. Hancock |
| 2009 | CAIP | Hypergraphs, Characteristic Polynomials and the Ihara Zeta Function. | Peng Ren, Tatjana M. Aleksic, Richard C. Wilson, Edwin R. Hancock |
| 2009 | CAIP | Graph-Based Object Class Discovery. | Shengping Xia, Edwin R. Hancock |
| 2009 | CVPR | A unified model of specular and diffuse reflectance for rough, glossy surfaces. | William A. P. Smith, Edwin R. Hancock |
| 2009 | IBPRIA | Characterizing Graphs Using Spherical Triangles. | Hewayda ElGhawalby, Edwin R. Hancock |
| 2009 | ICCV | Weighted graph characteristics from oriented line graph polynomials. | Peng Ren, Richard C. Wilson, Edwin R. Hancock |
| 2009 | ICIAP | Learning Class Specific Graph Prototypes. | Shengping Xia, Edwin R. Hancock |
| 2009 | ICIAP | A Riemannian Self-Organizing Map. | Dongjun Yu, Edwin R. Hancock, William A. P. Smith |
| 2009 | ICIAP | Reconstructing 3D Facial Shape Using Spherical Harmonics. | Chengming Zou, Guanghui Zhao, Edwin R. Hancock |
| 2009 | ICIG | Learning Large Scale Class Specific Hyper Graphs for Object Recognition. | Shengping Xia, Edwin R. Hancock |
| 2009 | ICIP | Specular and diffuse reflectance in microfacet models. | William A. P. Smith, Edwin R. Hancock |
| 2009 | ICIP | Extracting gender discriminating features from facial needle-maps. | Jing Wu, William A. P. Smith, Edwin R. Hancock, Michal Kawulok |
| 2008 | ICPR | Measuring skin reflectance parameters. | Matthew P. Dickens, William A. P. Smith, Hossein Ragheb, Edwin R. Hancock |
| 2008 | ICPR | Graph drawing using quantum commute time. | David Emms, Edwin R. Hancock, Richard C. Wilson |
| 2008 | ICPR | Birkhoff polytopes, heat kernels and graph complexity. | Francisco Escolano, Edwin R. Hancock, Miguel Angel Lozano |
| 2008 | ICPR | Pattern vectors from the Ihara zeta function. | Peng Ren, Richard C. Wilson, Edwin R. Hancock |
| 2008 | ICPR | Gender classification based on facial surface normals. | Jing Wu, William A. P. Smith, Edwin R. Hancock |
| 2008 | ICPR | Object recognition using graph spectral invariants. | Xiao Bai, Richard C. Wilson, Edwin R. Hancock |
| 2008 | ICPR | Ranking the local invariant features for the robust visual saliencies. | Shengping Xia, Peng Ren, Edwin R. Hancock |
| 2008 | SSPR | Graph Characteristic from the Gauss-Bonnet Theorem. | Hewayda ElGhawalby, Edwin R. Hancock |
| 2008 | SSPR | Graph Edit Distance without Correspondence from Continuous-Time Quantum Walks. | David Emms, Richard C. Wilson, Edwin R. Hancock |
| 2008 | SSPR | Polytopal Graph Complexity, Matrix Permanents, and Embedding. | Francisco Escolano, Edwin R. Hancock, Miguel Angel Lozano |
| 2008 | SSPR | Graph Characteristics from the Ihara Zeta Function. | Peng Ren, Richard C. Wilson, Edwin R. Hancock |
| 2008 | SSPR | Spectral Embedding of Feature Hypergraphs. | Peng Ren, Richard C. Wilson, Edwin R. Hancock |
| 2008 | SSPR | Recognising Facial Expressions Using Spherical Harmonics. | James C. A. Sharpe, Edwin R. Hancock |
| 2008 | SSPR | Supervised Principal Geodesic Analysis on Facial Surface Normals for Gender Classification. | Jing Wu, William A. P. Smith, Edwin R. Hancock |
| 2008 | SSPR | 3D Object Recognition Using Hyper-Graphs and Ranked Local Invariant Features. | Shengping Xia, Edwin R. Hancock |
| 2008 | SSPR | Clustering Using Class Specific Hyper Graphs. | Shengping Xia, Edwin R. Hancock |
| 2008 | SSPR | Quantitative Evaluation on Heat Kernel Permutation Invariants. | Xiao Bai, Richard C. Wilson, Edwin R. Hancock |
| 2007 | ACCV | A New Framework for Grayscale and Colour Non-lambertian Shape-from-Shading. | William A. P. Smith, Edwin R. Hancock |
| 2007 | BMVC | Gender Classification using Shape from Shading. | Jing Wu, William A. P. Smith, Edwin R. Hancock |
| 2007 | CAIP | Surface Reconstruction Using Polarization and Photometric Stereo. | Gary A. Atkinson, Edwin R. Hancock |
| 2007 | CAIP | Face Shape Recovery and Recognition Using a Surface Gradient Based Statistical Model. | Mario Casteln, Edwin R. Hancock |
| 2007 | CAIP | Estimating Reflectance Functions Using a Cyberware 3030 Scanner. | Matthew P. Dickens, Edwin R. Hancock |
| 2007 | CAIP | Graph Similarity Using Interfering Quantum Walks. | David Emms, Edwin R. Hancock, Richard C. Wilson |
| 2007 | CIARP | Weighted Principal Geodesic Analysis for Facial Gender Classification. | Jing Wu, William A. P. Smith, Edwin R. Hancock |
| 2007 | CVPR | Regression tracking with data relevance determination. | Ioannis Patras, Edwin R. Hancock |
| 2007 | DICTA | Facial Shape Spaces from Surface Normals and Geodesic Distance. | Simone Ceolin, William A. P. Smith, Edwin R. Hancock |
| 2007 | IBPRIA | Robust Estimation of Reflectance Functions from Polarization. | Gary A. Atkinson, Edwin R. Hancock |
| 2007 | IBPRIA | Face Recognition Using Principal Geodesic Analysis and Manifold Learning. | Matthew P. Dickens, William A. P. Smith, Jing Wu, Edwin R. Hancock |
| 2007 | IBPRIA | Spectral Modes of Facial Needle-Maps. | Roberto Fraile, Edwin R. Hancock |
| 2007 | IBPRIA | Learning Mixture Models for Gender Classification Based on Facial Surface Normals. | Jing Wu, William A. P. Smith, Edwin R. Hancock |
| 2007 | ICIAP | Surface Integration: Two Statistical Approaches. | William A. P. Smith, Edwin R. Hancock |
| 2007 | ICIAP | Kernelised Relaxation Labelling using Fokker-Planck Diffusion. | Hongfang Wang, Edwin R. Hancock |
| 2007 | ICIP | Template Trackingwith Observation Relevance Determination. | Ioannis Patras, Edwin R. Hancock |
| 2007 | MICCAI | Probabilistic Fiber Tracking Using Particle Filtering. | Fan Zhang, Casey Goodlett, Edwin R. Hancock, Guido Gerig |
| 2006 | BMVC | Facial Shape Estimation in the Presence of Cast Shadows. | William A. P. Smith, Edwin R. Hancock |
| 2006 | BMVC | Tensor MRI Regularization via Graph Diffusion. | Fan Zhang, Edwin R. Hancock |
| 2006 | CIARP | Approximating 3D Facial Shape from Photographs Using Coupled Statistical Models. | Mario Casteln, William A. P. Smith, Edwin R. Hancock |
| 2006 | CIARP | Face Recognition with Region Division and Spin Images. | Yang Li, William A. P. Smith, Edwin R. Hancock |
| 2006 | CIARP | Gender Classification Using Principal Geodesic Analysis and Gaussian Mixture Models. | Jing Wu, William A. P. Smith, Edwin R. Hancock |
| 2006 | CVPR | Polarization-based Surface Reconstruction via Patch Matching. | Gary A. Atkinson, Edwin R. Hancock |
| 2006 | CVPR | Face Recognition using 2.5D Shape Information. | William A. P. Smith, Edwin R. Hancock |
| 2006 | ECCV | Robust Multi-body Motion Tracking Using Commute Time Clustering. | Huaijun Qiu, Edwin R. Hancock |
| 2006 | ICIP | Edge Detection and Anisotropic Diffusion for Tensor-Valued Images. | Fan Zhang, Edwin R. Hancock |
| 2006 | ICIP | Heat Kernel Smoothing of Scalar and Vector Image Data. | Fan Zhang, Edwin R. Hancock |
| 2006 | ICPR | A Simple Coupled Statistical Model for 3D Face Shape Recovery. | Mario Casteln, Edwin R. Hancock |
| 2006 | ICPR | A Facial Statistical Model from Complex Numbers. | Mario Casteln, Edwin R. Hancock |
| 2006 | ICPR | Graph Matching using Interference of Coined Quantum Walks. | David Emms, Edwin R. Hancock, Richard C. Wilson |
| 2006 | ICPR | Combinatorial Surface Integration. | Roberto Fraile, Edwin R. Hancock |
| 2006 | ICPR | Face Recognition using Patch-based Spin Images. | Yang Li, William A. P. Smith, Edwin R. Hancock |
| 2006 | ICPR | Graph Matching using Commute Time Spanning Trees. | Huaijun Qiu, Edwin R. Hancock |
| 2006 | ICPR | Graph Matching using Commute Time Spanning Tr. | Huaijun Qiu, Edwin R. Hancock |
| 2006 | ICPR | Reflectance from Surfaces with Layers of Variable Roughness. | Hossein Ragheb, Edwin R. Hancock |
| 2006 | ICPR | Estimating Cast Shadows using SFS and Class-based Surface Completion. | William A. P. Smith, Edwin R. Hancock |
| 2006 | ICPR | Probabilistic Relaxation using the Heat Equation. | Hongfang Wang, Edwin R. Hancock |
| 2006 | ICPR | String Kernels for Matching Seriated Graphs. | Hang Yu, Edwin R. Hancock |
| 2006 | ICPR | A Riemannian Weighted Filter for Edge-sensitive Image Smoothing. | Fan Zhang, Edwin R. Hancock |
| 2006 | MICCAI | Riemannian Graph Diffusion for DT-MRI Regularization. | Fan Zhang, Edwin R. Hancock |
| 2006 | SSPR | A Coupled Statistical Model for Face Shape Recovery. | Mario Casteln, William A. P. Smith, Edwin R. Hancock |
| 2006 | SSPR | Diffusion of Geometric Affinity for Surface Integration. | Roberto Fraile, Edwin R. Hancock |
| 2006 | SSPR | Graph Embedding Using Commute Time. | Huaijun Qiu, Edwin R. Hancock |
| 2006 | SSPR | Point Pattern Matching Via Spectral Geometry. | Antonio Robles-Kelly, Edwin R. Hancock |
| 2006 | SSPR | Facial Shadow Removal. | William A. P. Smith, Edwin R. Hancock |
| 2006 | SSPR | A Spectral Generative Model for Graph Structure. | Xiao Bai, Edwin R. Hancock |
| 2006 | SSPR | Trace Formula Analysis of Graphs. | Xiao Bai, Edwin R. Hancock |
| 2006 | SSPR | Smoothing Tensor-Valued Images Using Anisotropic Geodesic Diffusion. | Fan Zhang, Edwin R. Hancock |
| 2005 | BMVC | Image Segmentation using Commute Times. | Huaijun Qiu, Edwin R. Hancock |
| 2005 | BMVC | Comparing Variants of the Beckmann Model. | Hossein Ragheb, Edwin R. Hancock |
| 2005 | BMVC | Fast Isometric Parametrization of 3D Triangular Mesh. | Xianfang Sun, Edwin R. Hancock |
| 2005 | BMVC | Characterising Graphs using the Heat Kernel. | Xiao Bai, Richard C. Wilson, Edwin R. Hancock |
| 2005 | CAIP | Recovery of Surface Height Using Polarization from Two Views. | Gary A. Atkinson, Edwin R. Hancock |
| 2005 | CAIP | Commute Times for Graph Spectral Clustering. | Huaijun Qiu, Edwin R. Hancock |
| 2005 | CAIP | Coupled Statistical Face Reconstruction. | William A. P. Smith, Edwin R. Hancock |
| 2005 | CAIP | 3D Triangular Mesh Parametrization Using Locally Linear Embedding. | Xianfang Sun, Edwin R. Hancock |
| 2005 | CAIP | Eigenspaces from Seriated Graphs. | Hang Yu, Edwin R. Hancock |
| 2005 | CAIP | Evolving Spanning Trees Using the Heat Equation. | Fan Zhang, Huaijun Qiu, Edwin R. Hancock |
| 2005 | CIARP | Analysis of Directional Reflectance and Surface Orientation Using Fresnel Theory. | Gary A. Atkinson, Edwin R. Hancock |
| 2005 | CIARP | Estimation of Facial Angular Information Using a Complex-Number-Based Statistical Model. | Mario Casteln, Edwin R. Hancock |
| 2005 | CIARP | Image Scale-Space from the Heat Kernel. | Fan Zhang, Edwin R. Hancock |
| 2005 | IBPRIA | Adding Subsurface Attenuation to the Beckmann-Kirchhoff Theory. | Hossein Ragheb, Edwin R. Hancock |
| 2005 | IBPRIA | A Model-Based Method for Face Shape Recovery. | William A. P. Smith, Edwin R. Hancock |
| 2005 | IBPRIA | Improving Correspondence Matching Using Label Consistency Constraints. | Hongfang Wang, Edwin R. Hancock |
| 2005 | IBPRIA | Graph Clustering Using Heat Content Invariants. | Xiao Bai, Edwin R. Hancock |
| 2005 | IBPRIA | Machine Learning with Seriated Graphs. | Hang Yu, Edwin R. Hancock |
| 2005 | ICCV | Multi-View Surface Reconstruction Using Polarization. | Gary A. Atkinson, Edwin R. Hancock |
| 2005 | ICCV | Recovering Facial Shape and Albedo Using a Statistical Model of Surface Normal Direction. | William A. P. Smith, Edwin R. Hancock |
| 2005 | ICIAP | Improved Face Shape Recovery and Re-illumination Using Convexity Constraints. | Mario Casteln, Edwin R. Hancock |
| 2005 | ICIAP | Fitting 3D Cartesian Models to Faces Using Irradiance and Integrability Constraints. | Mario Casteln, Edwin R. Hancock |
| 2005 | ICIAP | Commute Times, Discrete Green's Functions and Graph Matching. | Huaijun Qiu, Edwin R. Hancock |
| 2005 | ICIAP | Face Recognition Using a Surface Normal Model. | William A. P. Smith, Edwin R. Hancock |
| 2005 | ICIAP | Kernel Spectral Correspondence Matching Using Label Consistency Constraints. | Hongfang Wang, Edwin R. Hancock |
| 2005 | ICIAP | Geometric Characterisation of Graphs. | Xiao Bai, Edwin R. Hancock |
| 2005 | ICIP | A comparison of Cartesian coordinate-based representations for building three-dimensional models of faces. | Mario Casteln, Edwin R. Hancock |
| 2005 | ICIP | Incorporating subsurface attenuation into the Beckmann model. | Hossein Ragheb, Edwin R. Hancock |
| 2005 | ICIP | Recovering facial shape using a statistical surface normal model. | William A. P. Smith, Edwin R. Hancock |
| 2005 | ICIP | Estimating the albedo map of a face from a single image. | William A. P. Smith, Edwin R. Hancock |
| 2005 | ICIP | Clustering shapes using heat content invariants. | Xiao Bai, Edwin R. Hancock |
| 2004 | BMVC | Articulated Shape Mixtures for Object Recognition. | Abdullah A. Al-Shaher, Edwin R. Hancock |
| 2004 | BMVC | Shape from Diffuse Polarisation. | Gary A. Atkinson, Edwin R. Hancock |
| 2004 | BMVC | Graph Matching using Spectral Embedding and Semidefinite Programming. | Xiao Bai, Hang Yu, Edwin R. Hancock |
| 2004 | BMVC | Fresnel Correction of the Beckmann Model. | Hossein Ragheb, Edwin R. Hancock |
| 2004 | BMVC | Underexposed Image Correction Via Approximation of the Scene Radiance Function. | Antonio Robles-Kelly, Edwin R. Hancock |
| 2004 | BMVC | Single image facial view synthesis using SFS. | William A. P. Smith, Antonio Robles-Kelly, Edwin R. Hancock |
| 2004 | CIARP | A Method for Re-illuminating Faces from a Single Image. | Mario Casteln, Edwin R. Hancock |
| 2004 | CIARP | Radiance Function Estimation for Object Classification. | Antonio Robles-Kelly, Edwin R. Hancock |
| 2004 | CIARP | Spanning Tree Recovery via Random Walks in a Riemannian Manifold. | Antonio Robles-Kelly, Edwin R. Hancock |
| 2004 | ECCV | Spectral Simplification of Graphs. | Huaijun Qiu, Edwin R. Hancock |
| 2004 | ECCV | Learning Mixtures of Weighted Tree-Unions by Minimizing Description Length. | Andrea Torsello, Edwin R. Hancock |
| 2004 | ICIP | Surface radiance empirical data against model predictions. | Hossein Ragheb, Edwin R. Hancock |
| 2004 | ICIP | Correction of underexposed images using scene radiance estimation. | Antonio Robles-Kelly, Edwin R. Hancock |
| 2004 | ICIP | Surface height recovery from surface normals using manifold embedding. | Antonio Robles-Kelly, Edwin R. Hancock |
| 2004 | ICIP | Reflectance correction for perspiring faces. | William A. P. Smith, Antonio Robles-Kelly, Edwin R. Hancock |
| 2004 | ICPR | Graph Matching using Spectral Embedding and Alignment. | Xiao Bai, Hang Yu, Edwin R. Hancock |
| 2004 | ICPR | Combining Data-Closeness and Fourier Domain Integrability Constraints in Shape-from-Shading. | Mario Casteln, Edwin R. Hancock |
| 2004 | ICPR | Face Recognition using Shading-Based Curvature Attributes. | Yang Li, Edwin R. Hancock |
| 2004 | ICPR | Graph Manifolds from Spectral Polynomials. | Bin Luo, Richard C. Wilson, Edwin R. Hancock |
| 2004 | ICPR | Grey Scale Image Skeletonisation from Noise-Damped Vector Potential. | Huaijun Qiu, Edwin R. Hancock |
| 2004 | ICPR | Vector Field Smoothing Via Heat Flow. | Antonio Robles-Kelly, Edwin R. Hancock |
| 2004 | ICPR | Skin Reflectance Modelling for Face Recognition. | William A. P. Smith, Antonio Robles-Kelly, Edwin R. Hancock |
| 2004 | ICPR | Probabilistic Phase Based Sparse Stereo. | Ilkay Ulusoy, Ugur Halici, Edwin R. Hancock |
| 2004 | ICPR | Levenshtein Distance for Graph Spectral Features. | Richard C. Wilson, Edwin R. Hancock |
| 2004 | SSPR | Modelling Human Shape with Articulated Shape Mixtures. | Abdullah A. Al-Shaher, Edwin R. Hancock |
| 2004 | SSPR | Heat Kernels, Manifolds and Graph Embedding. | Xiao Bai, Edwin R. Hancock |
| 2004 | SSPR | Grey Scale Skeletonisation with Curvature Sensitive Noise Damping. | Huaijun Qiu, Edwin R. Hancock |
| 2004 | SSPR | Steady State Random Walks for Path Estimation. | Antonio Robles-Kelly, Edwin R. Hancock |
| 2004 | SSPR | A Kernel View of Spectral Point Pattern Matching. | Hongfang Wang, Edwin R. Hancock |
| 2004 | SSPR | Spectral Analysis of Complex Laplacian Matrices. | Richard C. Wilson, Edwin R. Hancock |
| 2003 | BMVC | Graph Clustering using Symmetric Polynomials and Local Linear Embedding. | Edwin R. Hancock, Richard C. Wilson, Xiao Bai |
| 2003 | BMVC | Rough Surface Analysis using Kirchhoff Theory. | Hossein Ragheb, Edwin R. Hancock |
| 2003 | CAIP | Spectral Clustering of Graphs. | Bin Luo, Richard C. Wilson, Edwin R. Hancock |
| 2003 | CAIP | Rough Surface Correction and Re-illumination Using the Modified Beckmann Model. | Hossein Ragheb, Edwin R. Hancock |
| 2003 | CAIP | Arabic Character Recognition Using Structural Shape Decomposition. | Abdullah A. Al-Shaher, Edwin R. Hancock |