Workshop Program
Presentation Instructions
All the accepted papers are presented in oral sessions. Each paper is given 25min, including 20min for presentation and 5min for questions and discussions.
Video projector and a laptop with Windows 7 OS will be prepared in the meeting room for presentation. Powerpoint (PPT) and PDF are usable on the laptop. The presenter may also use his/her own laptop for presentation.
A PDF Version of Workshop Program.
May 13 (Wednesday) 8:00-9:00 Registration 9:00-9:20 Opening 9:20-10:20 Keynote Speech 1 Revealing Structure in Large Graphs: Szemerédi's Regularity Lemma and Its Use in Pattern Recognition
Marcello Pelillo (University of Venice, Italy)10:20-10:50 Break 10:50-12:30 Graph Matching 1 A First Step Towards Exact Graph Edit Distance Using Bipartite Graph Matching
Miquel Ferrer, Francesc Serratosa and Kaspar RiesenConsensus of Two Graph Correspondences through a Generalisation of the Bipartite Graph Matching Algorithm
Carlos Francisco Moreno-García, Francesc Serratosa and Xavier CortésRevisiting Volegnant-Jonker for Approximating Graph Edit Distance
William Jones, Aziem Chawdhary and Andy KingA Hypergraph Matching Framework for Refining Multi-source Feature Correspondences
He Zhang, Bin Du, Yanjiang Wang and Peng Ren12:30-14:00 Lunch 14:00-15:40 Graph-based Representation 1 Approximation of Graph Edit Distance in Quadratic Time
Kaspar Riesen, Miquel Ferrer, Andreas Fischer and Horst BunkeData Graph Formulation as the Minimum-Weight Maximum-Entropy Problem
Samuel de Sousa and Walter KropatschThermodynamics of Time Evolving Networks
Cheng Ye, Andrea Torsello, Richard C. Wilson and Edwin R. HancockA Subpath Kernel for Learning Hierarchical Image Representations
Yanwei Cui, Laetitia Chapel and Sébastien Lefèvre15:40-16:10 Break 16:10-17:50 Graph Clustering and Classification 1 On the Influence of Node Centralities on Graph Edit Distance for Graph Classification
Xavier Cortés, Francesc Serratosa and Carlos F. Moreno-GarcíaA Mixed Weisfeiler-Lehman Graph Kernel
Lixiang Xu, Jin Xie, Xiaofeng Wang and Bin LuoA Quantum Jensen-Shannon Graph Kernel using Discrete-time Quantum Walks
Lu Bai, Luca Rossi, Peng Ren, Zhihong Zhang and Edwin R. HancockDensity Based Cluster Extension and Dominant Sets Clustering
Jian Hou, Chunshi Sha, Xu E, Qi Xia and Naiming QiMay 14 (Thursday) 9:00-10:00 Keynote Speech 2 Understanding Users by Connecting Large Scale Social Graphs
Xing Xie (Microsoft Research Asia, China)10:00-10:30 Break 10:30-12:35 Graph-based Applications 1 Report on the First Contest on Graph Matching Algorithms for Pattern Search in Biological Databases
Vincenzo Carletti, Pasquale Foggia, Mario Vento and Xiaoyi JiangKite Recognition by means of Graph Matching
Kamel Madi, Hamida Seba, Hamamache Kheddouci, Charles-Edmond Bichot, Olivier Barge, Christine Chataigner, Remy Crassard, Emmanuelle Regagnon and Emmanuelle VilaFrom bags to graphs of stereo subgraphs in order to predict molecule's properties
Pierre-Anthony Grenier, Luc Brun and Didier VilleminAn Entropic Edge Assortativity Measure
Cheng Ye, Richard C. Wilson and Edwin R. HancockGraph Based Lymphatic Vessel Wall Localisation and Tracking
Ehab Essa, Xianghua Xie and Jonathan Jones12:30-14:00 Lunch 14:00-15:40 Graph Matching 2 GEM++: a tool for solving substitution-tolerant subgraph isomorphism
Julien Lerouge, Pierre Le Bodic, Pierre Héroux and Sébastien AdamA Graph Database Repository and Performance Evaluation Metrics for Graph Edit Distance
Zeina Abu-Aisheh, Romain Raveaux and Jean-Yves RamelImproving Hausdorff Edit Distance Using Structural Node Context
Andreas Fischer, Seiichi Uchida, Volkmar Frinken, Kaspar Riesen and Horst BunkeVF2 Plus: An Improved Version of VF2 for Biological Graphs
Vincenzo Carletti, Pasquale Foggia, and Mario Vento15:40-16:10 Break 16:10-17:25 Graph Clustering and Classification 2 Salient Object Segmentation from Stereoscopic Images
Xingxing Fan, Zhi Liu and Linwei YeCausal Video Segmentation using Superseeds and Graph Matching
Vijay N. Gangapure, Susmit Nanda, Ananda S. Chowdhury and Xiaoyi JiangFast Minimum Spanning Tree based Clustering Algorithms on Local Neighborhood Graph
R.Jothi, Sraban Kumar Mohanty and Aparajita Ojha17:25-18:10 TC15 session 19:30-22:00 Banquet May 15 (Friday) 8:40-10:20 Graph Matching 3 Approximate Graph Edit Distance Computation Combining Bipartite Matching and Exact Neighborhood Substructure Distance
Vincenzo Carletti, Benoit Gaüzère, Luc Brun and Mario VentoMulti-layer Tree Matching Using HSTs
Yusuf Osmanlioglu and Ali ShokoufandehLarge-scale Graph Indexing using Binary Embeddings of Node Contexts
Pau Riba, Josep Llados, Alicia Fornes and Anjan DuttaAttributed Relational Graph Matching with Sparse Relaxation and Bistochastic Normalization
Bo Jiang, Jin Tang and Bin Luo10:20-10:50 Break 10:50-12:30 Graph-based Representation 2 Coupled-Feature Hypergraph Representation for Feature Selection
Zhihong Zhang, Jianbing Xiahou, Lu Bai and Edwin R. HancockReeb Graphs Through Local Binary Patterns
Ines Janusch and Walter KropatschIncremental embedding within a dissimilarity-based framework
Rachid Hafiane, Luc Brun and Salvatore TabboneLearning Graph Model for Different Dimensions Image Matching
Haoyi Zhou, Xiao Bai, Jun Zhou, Haichuan Yang and Yun Liu12:30-14:00 Lunch 14:00-15:40 Graph-based Applications 2 Skeletal Graphs from Schrodinger Magnitude and Phase
Francisco Escolano, Edwin R. Hancock and Miguel Angel LozanoIsometric Mapping Hashing
Yanzhen Liu, Xiao Bai, Haichuan Yang, Jun Zhou and Zhihong ZhangA Comic Retrieval System Based on Multilayer Graph Representation and Graph Mining
Thanh-Nam Le, Muhammad Muzzamil Luqman,Jean-Christophe Burie, and Jean-Marc OgierLearning High-Order Structures for Texture Retrieval
Ni Liu, Georgy Gimelfarb and Patrice Delmas15:40-16:00 Closing