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ORCIDS+SSPR 2018: Beijing, China
- Xiao Bai, Edwin R. Hancock
, Tin Kam Ho, Richard C. Wilson, Battista Biggio, Antonio Robles-Kelly:
Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR 2018, Beijing, China, August 17-19, 2018, Proceedings. Lecture Notes in Computer Science 11004, Springer 2018, ISBN 978-3-319-97784-3
Classification and Clustering
- Abdessalem Bouzaieni, Salvatore Tabbone:
Image Annotation Using a Semantic Hierarchy. 3-13 - Lichi Zhang, Han Zhang, Islem Rekik, Yaozong Gao, Qian Wang, Dinggang Shen:
Malignant Brain Tumor Classification Using the Random Forest Method. 14-21 - Václav Remes, Michal Haindl:
Rotationally Invariant Bark Recognition. 22-31 - Hongliu Cao, Simon Bernard, Laurent Heutte, Robert Sabourin:
Dynamic Voting in Multi-view Learning for Radiomics Applications. 32-41 - Lei Zhou, Shuai Wang, Xiao Bai, Jun Zhou, Edwin R. Hancock:
Iterative Deep Subspace Clustering. 42-51 - Guangliang Chen:
A Scalable Spectral Clustering Algorithm Based on Landmark-Embedding and Cosine Similarity. 52-62
Deep Learning and Neural Networks
- Frédéric Rayar, Seiichi Uchida:
On Fast Sample Preselection for Speeding up Convolutional Neural Network Training. 65-75 - Xinran Wang, Peng Ren, Leijian Yu, Lirong Han, Xiaogang Deng:
UAV First View Landmark Localization via Deep Reinforcement Learning. 76-85 - Ran Wei, Antonio Robles-Kelly, Jose M. Alvarez:
Context Free Band Reduction Using a Convolutional Neural Network. 86-96 - Évariste Daller, Sébastien Bougleux, Luc Brun, Olivier Lézoray:
Local Patterns and Supergraph for Chemical Graph Classification with Convolutional Networks. 97-106 - Peng Sun, Wenzhong Tang, Xiao Bai:
Learning Deep Embeddings via Margin-Based Discriminate Loss. 107-115
Dissimilarity Representations and Gaussian Processes
- Antonella Mensi, Manuele Bicego, Pietro Lovato, Marco Loog, David M. J. Tax:
Protein Remote Homology Detection Using Dissimilarity-Based Multiple Instance Learning. 119-129 - Xin Zong:
Local Binary Patterns Based on Subspace Representation of Image Patch for Face Recognition. 130-139 - Frédéric Rayar, Seiichi Uchida:
An Image-Based Representation for Graph Classification. 140-149 - Ziwei Xiong, Nan Zhao, Chenglong Li, Jin Tang:
Visual Tracking via Patch-Based Absorbing Markov Chain. 150-159 - Lorenzo Bottarelli, Marco Loog:
Gradient Descent for Gaussian Processes Variance Reduction. 160-169
Semi and Fully Supervised Learning Methods
- Frank-Michael Schleif, Christoph Raab, Peter Tiño:
Sparsification of Indefinite Learning Models. 173-183 - Ryosuke Odate, Hiroshi Shinjo, Yasufumi Suzuki, Masahiro Motobayashi:
Semi-supervised Clustering Framework Based on Active Learning for Real Data. 184-193 - Ventzeslav Valev, Nicola Yanev, Adam Krzyzak, Karima Ben Suliman:
Supervised Classification Using Feature Space Partitioning. 194-203 - Xiang Wang, Chen Wang, Xiao Bai, Yun Liu, Jun Zhou:
Deep Homography Estimation with Pairwise Invertibility Constraint. 204-214
Spatio-temporal Pattern Recognition and Shape Analysis
- Ibrahim Caglar, Edwin R. Hancock:
Graph Time Series Analysis Using Transfer Entropy. 217-226 - Yuhang Jiao, Lixin Cui, Lu Bai, Yue Wang:
Analyzing Time Series from Chinese Financial Market Using a Linear-Time Graph Kernel. 227-236 - Lixin Cui, Lu Bai, Luca Rossi, Zhihong Zhang, Yuhang Jiao, Edwin R. Hancock:
A Preliminary Survey of Analyzing Dynamic Time-Varying Financial Networks Using Graph Kernels. 237-247 - Jianming Liu, Yongsheng Gao, Yue Li:
Few-Example Affine Invariant Ear Detection in the Wild. 248-257 - Aysylu Gabdulkhakova, Maximilian Langer, Bernhard W. Langer, Walter G. Kropatsch:
Line Voronoi Diagrams Using Elliptical Distances. 258-267
Structural Matching
- Carlos Francisco Moreno-García, Francesc Serratosa:
Modelling the Generalised Median Correspondence Through an Edit Distance. 271-281 - Pep Santacruz, Francesc Serratosa:
Learning the Sub-optimal Graph Edit Distance Edit Costs Based on an Embedded Model. 282-292 - David B. Blumenthal, Sébastien Bougleux, Johann Gamper, Luc Brun:
Ring Based Approximation of Graph Edit Distance. 293-303 - Mostafa Darwiche, Romain Raveaux, Donatello Conte, Vincent T'kindt:
Graph Edit Distance in the Exact Context. 304-314 - Vincenzo Carletti, Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento:
The VF3-Light Subgraph Isomorphism Algorithm: When Doing Less Is More Effective. 315-325 - Xavier Cortés, Donatello Conte, Hubert Cardot, Francesc Serratosa:
A Deep Neural Network Architecture to Estimate Node Assignment Costs for the Graph Edit Distance. 326-336 - Shri Prakash Dwivedi, Ravi Shankar Singh:
Error-Tolerant Geometric Graph Similarity. 337-344 - Rafael de Oliveira Werneck, Romain Raveaux, Salvatore Tabbone, Ricardo da Silva Torres:
Learning Cost Functions for Graph Matching. 345-354
Multimedia Analysis and Understanding
- Jian-Xun Mi, Quanwei Zhu, Zhiheng Luo:
Matrix Regression-Based Classification for Face Recognition. 357-366 - Richard C. Wilson, Edwin R. Hancock:
Plenoptic Imaging for Seeing Through Turbulence. 367-375 - Cai Meng, Qi Wang, Shaoya Guan, Yi Xie:
Weighted Local Mutual Information for 2D-3D Registration in Vascular Interventions. 376-385 - Yun Liu, Cheng Yan, Xiao Bai, Jun Zhou:
Cross-Model Retrieval with Reconstruct Hashing. 386-394 - Xueni Zhang, Lei Zhou, Xiao Bai, Edwin R. Hancock:
Deep Supervised Hashing with Information Loss. 395-405 - Zhihong Zhang, Zhuobin Xu, Zhiling Ye, Yiqun Hu, Lixin Cui, Lu Bai:
Single Image Super Resolution via Neighbor Reconstruction. 406-415 - Suhad Lateef Al-Khafaji, Jun Zhou, Alan Wee-Chung Liew:
An Efficient Method for Boundary Detection from Hyperspectral Imagery. 416-426
Graph-Theoretic Methods
- Xavier Cortés, Donatello Conte, Hubert Cardot:
Bags of Graphs for Human Action Recognition. 429-438 - Richard C. Wilson, Enes Algul:
Categorization of RNA Molecules Using Graph Methods. 439-448 - Jianjia Wang, Richard C. Wilson, Edwin R. Hancock:
Quantum Edge Entropy for Alzheimer's Disease Analysis. 449-459 - Nicolas Boria, Sébastien Bougleux, Luc Brun:
Approximating GED Using a Stochastic Generator and Multistart IPFP. 460-469 - Paul Maergner, Vinaychandran Pondenkandath, Michele Alberti, Marcus Liwicki, Kaspar Riesen, Rolf Ingold, Andreas Fischer:
Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks. 470-480 - Giulia Sandi, Sebastiano Vascon, Marcello Pelillo:
On Association Graph Techniques for Hypergraph Matching. 481-490 - Meihong Wu, Yangbin Zeng, Zhihong Zhang, Haiyun Hong, Zhuobin Xu, Lixin Cui, Lu Bai, Edwin R. Hancock:
Directed Network Analysis Using Transfer Entropy Component Analysis. 491-500 - Lixin Cui, Lu Bai, Luca Rossi, Zhihong Zhang, Lixiang Xu, Edwin R. Hancock:
A Mixed Entropy Local-Global Reproducing Kernel for Attributed Graphs. 501-511 - Manuel Curado, Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock:
Dirichlet Densifiers: Beyond Constraining the Spectral Gap. 512-521
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