Pattern Recognition, Volume 85

Volume 85, January 2019

Human movements and activities

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  Hao Yang, Chunfeng Yuan, Bing Li, Yang Du, Junliang Xing, Weiming Hu, Stephen J. Maybank:
  Asymmetric 3D Convolutional Neural Networks for action recognition. 1-12

Classifiers and classification

• 
  Youqiang Zhang, Guo Cao, Bisheng Wang, Xuesong Li:
  A novel ensemble method for k-nearest neighbor. 13-25

Objects and image analysis

• 
  Adrien Lagrange, Mathieu Fauvel, Stéphane May, Nicolas Dobigeon:
  Hierarchical Bayesian image analysis: From low-level modeling to robust supervised learning. 26-36

Features

• 
  Jianwei Yang, Liang Zhang, Yuan Yan Tang:
  Mellin polar coordinate moment and its affine invariance. 37-49

Human movements and activities

• 
  Tingzhao Yu, Lingfeng Wang, Chaoxu Guo, Huxiang Gu, Shiming Xiang, Chunhong Pan:
  Pseudo low rank video representation. 50-59

Special Section on Open-Set Big Data Understanding: Theory and Applications

• 
  Yang Yang, Chunping Hou, Yue Lang, Dai Guan, Danyang Huang, Jinchen Xu:
  Open-set human activity recognition based on micro-Doppler signatures. 60-69

Classifiers and classification

• 
  Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas:
  Exploiting multiplex data relationships in Support Vector Machines. 70-77

Bio-medical patterns

• 
  Lei Bi, Jinman Kim, Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham:
  Step-wise integration of deep class-specific learning for dermoscopic image segmentation. 78-89

Objects and image analysis

• 
  Chang Liu, Weiduo Hu:
  Real-time geometric fitting and pose estimation for surface of revolution. 90-108

Special Section on Open-Set Big Data Understanding: theory and Applications

• 
  Hongtao Xie, Dongbao Yang, Nannan Sun, Zhineng Chen, Yongdong Zhang:
  Automated pulmonary nodule detection in CT images using deep convolutional neural networks. 109-119

Objects and image analysis

• 
  Zongliang Zhang, Jonathan Li, Yulan Guo, Xin Li, Yangbin Lin, Guobao Xiao, Cheng Wang:
  Robust procedural model fitting with a new geometric similarity estimator. 120-131

Classifiers and classification

• 
  Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin:
  Online local pool generation for dynamic classifier selection. 132-148
• 
  Rafael M. O. Cruz, Dayvid V. R. Oliveira, George D. C. Cavalcanti, Robert Sabourin:
  FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection. 149-160

Objects and image analysis

• 
  Chengyang Li, Dan Song, Ruofeng Tong, Min Tang:
  Illumination-aware faster R-CNN for robust multispectral pedestrian detection. 161-171

Handwriting and document analysis

• 
  Ankan Kumar Bhunia, Aishik Konwer, Ayan Kumar Bhunia, Abir Bhowmick, Partha Pratim Roy, Umapada Pal:
  Script identification in natural scene image and video frames using an attention based Convolutional-LSTM network. 172-184

Special Section on Open-Set Big Data Understanding: Theory and Applications

• 
  Wei Wang, Hao Wang, Zhaoxiang Zhang, Chen Zhang, Yang Gao:
  Semi-supervised domain adaptation via Fredholm integral based kernel methods. 185-197

Human movements and activities

• 
  Dong-Gyu Lee, Seong-Whan Lee:
  Prediction of partially observed human activity based on pre-trained deep representation. 198-206

Kernel methods and manifold learning

• 
  Elise Epaillard, Nizar Bouguila:
  Data-free metrics for Dirichlet and generalized Dirichlet mixture-based HMMs - A practical study. 207-219
• 
  Xiao Song, Xu Zhao, Liangji Fang, Tianwei Lin:
  Discriminative representation combinations for accurate face spoofing detection. 220-231