Pattern Recognition, Volume 92

Volume 92, August 2019

Kernel methods and manifold learning

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  Zhi Gao, Yuwei Wu, Xingyuan Bu, Tan Yu, Junsong Yuan, Yunde Jia:
  Learning a robust representation via a deep network on symmetric positive definite manifolds. 1-12

Various applications

• 
  Wangli Hao, Zhaoxiang Zhang:
  Spatiotemporal distilled dense-connectivity network for video action recognition. 13-24

Features

• 
  Nicola Strisciuglio, Mario Vento, Nicolai Petkov:
  Learning representations of sound using trainable COPE feature extractors. 25-36

Machine learning

• 
  Xinge You, Jiamiao Xu, Wei Yuan, Xiao-Yuan Jing, Dacheng Tao, Taiping Zhang:
  Multi-view common component discriminant analysis for cross-view classification. 37-51

Objects and image analysis

• 
  Dengfeng Chai:
  SQL: Superpixels via quaternary labeling. 52-63

Bio-medical patterns

• 
  Wei Wei, Bin Zhou, Dawid Polap, Marcin Wozniak:
  A regional adaptive variational PDE model for computed tomography image reconstruction. 64-81

Classifiers and classification

• 
  Maxime Baelde, Christophe Biernacki, Raphael Greff:
  Real-Time monophonic and polyphonic audio classification from power spectra. 82-92

Clustering

• 
  Caiming Zhong, Lianyu Hu, Xiaodong Yue, Ting Luo, Qiang Fu, Haiyong Xu:
  Ensemble clustering based on evidence extracted from the co-association matrix. 93-106

Objects and image analysis

• 
  Surina Borjigin, Prasanna K. Sahoo:
  Color image segmentation based on multi-level Tsallis-Havrda-Charvát entropy and 2D histogram using PSO algorithms. 107-118
• 
  Qiang Zhang, Zhen Huo, Yi Liu, Yunhui Pan, Caifeng Shan, Jungong Han:
  Salient object detection employing a local tree-structured low-rank representation and foreground consistency. 119-134
• 
  Hongsen Liu, Yang Cong, Chenguang Yang, Yandong Tang:
  Efficient 3D object recognition via geometric information preservation. 135-145

Structural pattern recognition, network and graph methods

• 
  Florian Bernard, Johan Thunberg, Jorge M. Gonçalves, Christian Theobalt:
  Synchronisation of partial multi-matchings via non-negative factorisations. 146-155

Objects and image analysis

• 
  Qing Ma, Cong Bai, Jinglin Zhang, Zhi Liu, Shengyong Chen:
  Supervised learning based discrete hashing for image retrieval. 156-164

Human movements and activities

• 
  Linjiang Huang, Yan Huang, Wanli Ouyang, Liang Wang:
  Part-aligned pose-guided recurrent network for action recognition. 165-176
• 
  Siyue Xie, Haifeng Hu, Yongbo Wu:
  Deep multi-path convolutional neural network joint with salient region attention for facial expression recognition. 177-191

Machine learning

• 
  Rui Ye, Qun Dai, Meiling Li:
  A hybrid transfer learning algorithm incorporating TrSVM with GASEN. 192-202

Handwriting and document analysis

• 
  Rajib Ghosh, Chirumavila Vamshi, Prabhat Kumar:
  RNN based online handwritten word recognition in Devanagari and Bengali scripts using horizontal zoning. 203-218

Features

• 
  Ronghua Shang, Yang Meng, Wenbing Wang, Fanhua Shang, Licheng Jiao:
  Local discriminative based sparse subspace learning for feature selection. 219-230

Kernel methods and manifold learning

• 
  Jiayi Ma, Xingyu Jiang, Junjun Jiang, Yuan Gao:
  Feature-guided Gaussian mixture model for image matching. 231-245

Features

• 
  Chaorong Li, Yuanyuan Huang, Xingchun Yang, Huafu Chen:
  Marginal distribution covariance model in the multiple wavelet domain for texture representation. 246-257

Machine learning

• 
  Yugen Yi, Jianzhong Wang, Wei Zhou, Yuming Fang, Jun Kong, Yinghua Lu:
  Joint graph optimization and projection learning for dimensionality reduction. 258-273

Corrigendum

• 
  Peizhen Bai, Yan Ge, Fangling Liu, Haiping Lu:
  Corrigendum to "Joint interaction with context operation for collaborative filtering" [Pattern Recognition 88 (2019) 729-738]. 274