Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, S+SSPR 2018, Beijing, China, August 17–19, 2018, Proceedings

Front Matter ....Pages I-XIII
Front Matter ....Pages 1-1
 Image Annotation Using a Semantic Hierarchy  (Abdessalem Bouzaieni, Salvatore Tabbone)....Pages 3-13
 Malignant Brain Tumor Classification Using the Random Forest Method  (Lichi Zhang, Han Zhang, Islem Rekik, Yaozong Gao, Qian Wang, Dinggang Shen)....Pages 14-21
 Rotationally Invariant Bark Recognition  (Václav Remeš, Michal Haindl)....Pages 22-31
 Dynamic Voting in Multi-view Learning for Radiomics Applications  (Hongliu Cao, Simon Bernard, Laurent Heutte, Robert Sabourin)....Pages 32-41
 Iterative Deep Subspace Clustering  (Lei Zhou, Shuai Wang, Xiao Bai, Jun Zhou, Edwin Hancock)....Pages 42-51
 A Scalable Spectral Clustering Algorithm Based on Landmark-Embedding and Cosine Similarity  (Guangliang Chen)....Pages 52-62
Front Matter ....Pages 63-63
 On Fast Sample Preselection for Speeding up Convolutional Neural Network Training  (Frédéric Rayar, Seiichi Uchida)....Pages 65-75
 UAV First View Landmark Localization via Deep Reinforcement Learning  (Xinran Wang, Peng Ren, Leijian Yu, Lirong Han, Xiaogang Deng)....Pages 76-85
 Context Free Band Reduction Using a Convolutional Neural Network  (Ran Wei, Antonio Robles-Kelly, José Álvarez)....Pages 86-96
 Local Patterns and Supergraph for Chemical Graph Classification with Convolutional Networks  (Évariste Daller, Sébastien Bougleux, Luc Brun, Olivier Lézoray)....Pages 97-106
 Learning Deep Embeddings via Margin-Based Discriminate Loss  (Peng Sun, Wenzhong Tang, Xiao Bai)....Pages 107-115
Front Matter ....Pages 117-117
 Protein Remote Homology Detection Using Dissimilarity-Based Multiple Instance Learning  (Antonelli Mensi, Manuele Bicego, Pietro Lovato, Marco Loog, David M. J. Tax)....Pages 119-129
 Local Binary Patterns Based on Subspace Representation of Image Patch for Face Recognition  (Xin Zong)....Pages 130-139
 An Image-Based Representation for Graph Classification  (Frédéric Rayar, Seiichi Uchida)....Pages 140-149
 Visual Tracking via Patch-Based Absorbing Markov Chain  (Ziwei Xiong, Nan Zhao, Chenglong Li, Jin Tang)....Pages 150-159
 Gradient Descent for Gaussian Processes Variance Reduction  (Lorenzo Bottarelli, Marco Loog)....Pages 160-169
Front Matter ....Pages 171-171
 Sparsification of Indefinite Learning Models  (Frank-Michael Schleif, Christoph Raab, Peter Tino)....Pages 173-183
 Semi-supervised Clustering Framework Based on Active Learning for Real Data  (Ryosuke Odate, Hiroshi Shinjo, Yasufumi Suzuki, Masahiro Motobayashi)....Pages 184-193
 Supervised Classification Using Feature Space Partitioning  (Ventzeslav Valev, Nicola Yanev, Adam Krzyżak, Karima Ben Suliman)....Pages 194-203
 Deep Homography Estimation with Pairwise Invertibility Constraint  (Xiang Wang, Chen Wang, Xiao Bai, Yun Liu, Jun Zhou)....Pages 204-214
Front Matter ....Pages 215-215
 Graph Time Series Analysis Using Transfer Entropy  (Ibrahim Caglar, Edwin R. Hancock)....Pages 217-226
 Analyzing Time Series from Chinese Financial Market Using a Linear-Time Graph Kernel  (Yuhang Jiao, Lixin Cui, Lu Bai, Yue Wang)....Pages 227-236
 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)....Pages 237-247
 Few-Example Affine Invariant Ear Detection in the Wild  (Jianming Liu, Yongsheng Gao, Yue Li)....Pages 248-257
 Line Voronoi Diagrams Using Elliptical Distances  (Aysylu Gabdulkhakova, Maximilian Langer, Bernhard W. Langer, Walter G. Kropatsch)....Pages 258-267
Front Matter ....Pages 269-269
 Modelling the Generalised Median Correspondence Through an Edit Distance  (Carlos Francisco Moreno-García, Francesc Serratosa)....Pages 271-281
 Learning the Sub-optimal Graph Edit Distance Edit Costs Based on an Embedded Model  (Pep Santacruz, Francesc Serratosa)....Pages 282-292
 Ring Based Approximation of Graph Edit Distance  (David B. Blumenthal, Sébastien Bougleux, Johann Gamper, Luc Brun)....Pages 293-303
 Graph Edit Distance in the Exact Context  (Mostafa Darwiche, Romain Raveaux, Donatello Conte, Vincent T’Kindt)....Pages 304-314
 The VF3-Light Subgraph Isomorphism Algorithm: When Doing Less Is More Effective  (Vincenzo Carletti, Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento)....Pages 315-325
 A Deep Neural Network Architecture to Estimate Node Assignment Costs for the Graph Edit Distance  (Xavier Cortés, Donatello Conte, Hubert Cardot, Francesc Serratosa)....Pages 326-336
 Error-Tolerant Geometric Graph Similarity  (Shri Prakash Dwivedi, Ravi Shankar Singh)....Pages 337-344
 Learning Cost Functions for Graph Matching  (Rafael de O. Werneck, Romain Raveaux, Salvatore Tabbone, Ricardo da S. Torres)....Pages 345-354
Front Matter ....Pages 355-355
 Matrix Regression-Based Classification for Face Recognition  (Jian-Xun Mi, Quanwei Zhu, Zhiheng Luo)....Pages 357-366
 Plenoptic Imaging for Seeing Through Turbulence  (Richard C. Wilson, Edwin R. Hancock)....Pages 367-375
 Weighted Local Mutual Information for 2D-3D Registration in Vascular Interventions  (Cai Meng, Qi Wang, Shaoya Guan, Yi Xie)....Pages 376-385
 Cross-Model Retrieval with Reconstruct Hashing  (Yun Liu, Cheng Yan, Xiao Bai, Jun Zhou)....Pages 386-394
 Deep Supervised Hashing with Information Loss  (Xueni Zhang, Lei Zhou, Xiao Bai, Edwin Hancock)....Pages 395-405
 Single Image Super Resolution via Neighbor Reconstruction  (Zhihong Zhang, Zhuobin Xu, Zhiling Ye, Yiqun Hu, Lixin Cui, Lu Bai)....Pages 406-415
 An Efficient Method for Boundary Detection from Hyperspectral Imagery  (Suhad Lateef Al-Khafaji, Jun Zhou, Alan Wee-Chung Liew)....Pages 416-426
Front Matter ....Pages 427-427
 Bags of Graphs for Human Action Recognition  (Xavier Cortés, Donatello Conte, Hubert Cardot)....Pages 429-438
 Categorization of RNA Molecules Using Graph Methods  (Richard C. Wilson, Enes Algul)....Pages 439-448
 Quantum Edge Entropy for Alzheimer’s Disease Analysis  (Jianjia Wang, Richard C. Wilson, Edwin R. Hancock)....Pages 449-459
 Approximating GED Using a Stochastic Generator and Multistart IPFP  (Nicolas Boria, Sébastien Bougleux, Luc Brun)....Pages 460-469
 Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks  (Paul Maergner, Vinaychandran Pondenkandath, Michele Alberti, Marcus Liwicki, Kaspar Riesen, Rolf Ingold et al.)....Pages 470-480
 On Association Graph Techniques for Hypergraph Matching  (Giulia Sandi, Sebastiano Vascon, Marcello Pelillo)....Pages 481-490
 Directed Network Analysis Using Transfer Entropy Component Analysis  (Meihong Wu, Yangbin Zeng, Zhihong Zhang, Haiyun Hong, Zhuobin Xu, Lixin Cui et al.)....Pages 491-500
 A Mixed Entropy Local-Global Reproducing Kernel for Attributed Graphs  (Lixin Cui, Lu Bai, Luca Rossi, Zhihong Zhang, Lixiang Xu, Edwin R. Hancock)....Pages 501-511
 Dirichlet Densifiers: Beyond Constraining the Spectral Gap  (Manuel Curado, Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock)....Pages 512-521
Back Matter ....Pages 523-524