Pattern Recognition, Volume 109

Volume 109, January 2021

Clustering

• 
  Kun Song, Xiwen Yao, Feiping Nie, Xuelong Li, Mingliang Xu:
  Weighted bilateral K-means algorithm for fast co-clustering and fast spectral clustering. 107560

Data science and big data

• 
  Tanveer Hussain, Khan Muhammad, Weiping Ding, Jaime Lloret, Sung Wook Baik, Victor Hugo C. de Albuquerque:
  A comprehensive survey of multi-view video summarization. 107567

Bio-medical patterns

• 
  Junzhong Ji, Xinying Xing, Yao Yao, Junwei Li, Xiaodan Zhang:
  Convolutional kernels with an element-wise weighting mechanism for identifying abnormal brain connectivity patterns. 107570

Various applications

• 
  Jiabin Zhang, Hu Su, Wei Zou, Xinyi Gong, Zhengtao Zhang, Fei Shen:
  CADN: A weakly supervised learning-based category-aware object detection network for surface defect detection. 107571

Bio-medical patterns

• 
  Sofiane Ramdani, Anthony Boyer, Stéphane Caron, François Bonnetblanc, Frédéric Bouchara, Hugues Duffau, Annick Lesne:
  Parametric recurrence quantification analysis of autoregressive processes for pattern recognition in multichannel electroencephalographic data. 107572

Classifiers and classification

• 
  Xiaoou Lu, Yangqi Qiao, Rui Zhu, Guijin Wang, Zhanyu Ma, Jing-Hao Xue:
  Generalisations of stochastic supervision models. 107575

Handwriting and document analysis

• 
  Seokjun Kang, Brian Kenji Iwana, Seiichi Uchida:
  Complex image processing with less data - Document image binarization by integrating multiple pre-trained U-Net modules. 107577

Objects and image analysis

• 
  Xinchen Ye, Shude Chen, Rui Xu:
  DPNet: Detail-preserving network for high quality monocular depth estimation. 107578

Face and biometrics

• 
  Decheng Liu, Xinbo Gao, Nannan Wang, Chunlei Peng, Jie Li:
  Iterative local re-ranking with attribute guided synthesis for face sketch recognition. 107579

Regular papers

• 
  Yongquan Yang, Haijun Lv, Ning Chen, Yang Wu, Jiayi Zheng, Zhongxi Zheng:
  Local minima found in the subparameter space can be effective for ensembles of deep convolutional neural networks. 107582

Machine learning

• 
  Ran Wang, Sam Kwong, Xu Wang, Yuheng Jia:
  Active k-labelsets ensemble for multi-label classification. 107583

Kernel methods and manifold learning

• 
  Xiang-Jun Shen, Chenggong Ni, Liangjun Wang, Zheng-Jun Zha:
  SLiKER: Sparse loss induced kernel ensemble regression. 107587

Objects and image analysis

• 
  Mingyang Zhao, Xiaohong Jia, Dong-Ming Yan:
  An occlusion-resistant circle detector using inscribed triangles. 107588

Clustering

• 
  Mohamed A. Abbas, Adel A. El-Zoghabi, Amin A. Shoukry:
  DenMune: Density peak based clustering using mutual nearest neighbors. 107589

Various applications

• 
  Duona Zhang, Wenrui Ding, Baochang Zhang, Chunhui Liu, Jungong Han, David S. Doermann:
  Learning modulation filter networks for weak signal detection in noise. 107590

Handwriting and document analysis

• 
  Tan Lu, Ann Dooms:
  Probabilistic homogeneity for document image segmentation. 107591

Machine learning

• 
  Bin Gu, Xiang Geng, Wanli Shi, Yingying Shan, Yufang Huang, Zhijie Wang, Guansheng Zheng:
  Solving large-scale support vector ordinal regression with asynchronous parallel coordinate descent algorithms. 107592

Classifiers and classification

• 
  Kyungjune Baek, Duhyeon Bang, Hyunjung Shim:
  GridMix: Strong regularization through local context mapping. 107594

Machine learning

• 
  Bodhisatwa Mandal, Ritesh Sarkhel, Swarnendu Ghosh, Nibaran Das, Mita Nasipuri:
  Two-phase Dynamic Routing for Micro and Macro-level Equivariance in Multi-Column Capsule Networks. 107595
• 
  Yongsheng Liu, Wenyu Chen, Hong Qu, S. M. Hasan Mahmud, Kebin Miao:
  Weakly supervised image classification and pointwise localization with graph convolutional networks. 107596

Objects and image analysis

• 
  Po-Wen Hsieh, Pei-Chiang Shao:
  Blind image deblurring based on the sparsity of patch minimum information. 107597

Various applications

• 
  Yuli Sun, Lin Lei, Xiao Li, Hao Sun, Gangyao Kuang:
  Nonlocal patch similarity based heterogeneous remote sensing change detection. 107598

Machine learning

• 
  Zhenyu Fang, Jinchang Ren, Stephen Marshall, Huimin Zhao, Song Wang, Xuelong Li:
  Topological optimization of the DenseNet with pretrained-weights inheritance and genetic channel selection. 107608
• 
  Zhi Chen, Pin-Han Ho:
  A generic shift-norm-activation approach for deep learning. 107609

Classifiers and classification

• 
  Guoqing Li, Meng Zhang, Jiaojie Li, Feng Lv, Guodong Tong:
  Efficient densely connected convolutional neural networks. 107610
• 
  Barbara Caroline Benato, Jancarlo F. Gomes, Alexandru C. Telea, Alexandre X. Falcão:
  Semi-automatic data annotation guided by feature space projection. 107612

Special Section on Modeling and Learning for Matching: Models, Methods and Applications;Edited by Bin Luo, Junchi Yan, Francesc Serratosa, Deepti Pachauri, Bo Jiang

• 
  Jin Chen, Huihui Song, Kaihua Zhang, Bo Liu, Qingshan Liu:
  Video saliency prediction using enhanced spatiotemporal alignment network. 107615

Objects and image analysis

• 
  Yinjie Lei, Yan Liu, Pingping Zhang, Lingqiao Liu:
  Towards using count-level weak supervision for crowd counting. 107616

Machine learning

• 
  Rui Ye, Qun Dai:
  Implementing transfer learning across different datasets for time series forecasting. 107617

Handwriting and document analysis

• 
  Arpan Garai, Samit Biswas, Sekhar Mandal:
  A theoretical justification of warping generation for dewarping using CNN. 107621

Clustering

• 
  Yewang Chen, Lida Zhou, Nizar Bouguila, Cheng Wang, Yi Chen, Jixiang Du:
  BLOCK-DBSCAN: Fast clustering for large scale data. 107624