Pattern Recognition, Volume 99

Volume 99, March 2020

Bio-medical patterns

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  Gary P. T. Choi, Hei Long Chan, Robin Yong, Sarbin Ranjitkar, Alan Brook, Grant Townsend, Ke Chen, Lok Ming Lui:
  Tooth morphometry using quasi-conformal theory.

Features

• 
  Bin Fan, Qingqun Kong, Baoqian Zhang, Hongmin Liu, Chunhong Pan, Jiwen Lu:
  Efficient nearest neighbor search in high dimensional hamming space.
• 
  A. Sasithradevi, S. Mohamed Mansoor Roomi:
  Video classification and retrieval through spatio-temporal Radon features.

Clustering

• 
  Shizhe Hu, Xiaoqiang Yan, Yangdong Ye:
  Dynamic auto-weighted multi-view co-clustering.

Classifiers and classification

• 
  Rakesh Katuwal, Ponnuthurai N. Suganthan, Le Zhang:
  Heterogeneous oblique random forest.
• 
  Zhen Wang, Rongxi Wang, Jianmin Gao, Zhiyong Gao, Yanjie Liang:
  Fault recognition using an ensemble classifier based on Dempster-Shafer Theory.
• 
  Zhe Wang, Zonghai Zhu, Dongdong Li:
  Collaborative and geometric multi-kernel learning for multi-class classification.
• 
  Yu Zhang, Yin Wang, Xu-Ying Liu, Siya Mi, Min-Ling Zhang:
  Large-scale multi-label classification using unknown streaming images.

Machine learning

• 
  Ibrahim F. Jasim Ghalyan:
  Estimation of ergodicity limits of bag-of-words modeling for guaranteed stochastic convergence.

Kernel methods and manifold learning

• 
  Shichao Kan, Linna Zhang, Zhihai He, Yigang Cen, Shiming Chen, Jikun Zhou:
  Metric learning-based kernel transformer with triplets and label constraints for feature fusion.

Special Section on Deep Learning for Computer Aided Cancer Detection and Diagnosis with Medical Imaging; Edited by Jinshan Tang, Yongyi Yang, Sos Agaian and Lin Yang

• 
  Jie Xu, Wei Wang, Hanyuan Wang, Jinhong Guo:
  Multi-model ensemble with rich spatial information for object detection.

Special Section on Ensemble Deep Learning; Edited by Ponnutharai Nagaratrnam Suganthan, Ming-Ming Cheng, and Le Zhang

• 
  Zhihang Li, Yibo Hu, Ran He, Zhenan Sun:
  Learning disentangling and fusing networks for face completion under structured occlusions.

Special Section on Deep Video Analysis: Models, Algorithms and Applications; Edited by Haibin Ling, Wenguan Wang, Chao Ma, Xiankai Lu and Fatih Porikli

• 
  Hongmin Liu, Xincheng Tang, Shuhan Shen:
  Depth-map completion for large indoor scene reconstruction.