Pattern Recognition, Volume 90

Volume 90, June 2019

Special Section on Advances in Representation Learning

• 
  Timothy Apasiba Abeo, Xiangjun Shen, Bing-Kun Bao, Zheng-Jun Zha, Jianping Fan:
  A generalized multi-dictionary least squares framework regularized with multi-graph embeddings. 1-11

Handwriting and document analysis

• 
  Rizwan Qureshi, Muhammad Uzair, Khurram Khurshid, Hong Yan:
  Hyperspectral document image processing: Applications, challenges and future prospects. 12-22

Classifiers and classification

• 
  Vikas Kumar, Arun K. Pujari, Vineet Padmanabhan, Venkateswara Rao Kagita:
  Group preserving label embedding for multi-label classification. 23-34

Machine learning

• 
  Tien Thanh Nguyen, Thi Thu Thuy Nguyen, Anh Vu Luong, Quoc Viet Hung Nguyen, Alan Wee-Chung Liew, Bela Stantic:
  Multi-label classification via label correlation and first order feature dependance in a data stream. 35-51

Classifiers and classification

• 
  Raja Muhammad Saad Bashir, Muhammad Shahzad, M. M. Fraz:
  VR-PROUD: Vehicle Re-identification using PROgressive Unsupervised Deep architecture. 52-65

Objects and image analysis

• 
  Sebastian Zambanini:
  Feature-based groupwise registration of historical aerial images to present-day ortho-photo maps. 66-77

Special Section on Advances in Representation Learning

• 
  Ruimao Zhang, Wei Yang, Zhanglin Peng, Pengxu Wei, Xiaogang Wang, Liang Lin:
  Progressively diffused networks for semantic visual parsing. 78-86
• 
  Xianye Ben, Peng Zhang, Zhihui Lai, Rui Yan, Xinliang Zhai, Weixiao Meng:
  A general tensor representation framework for cross-view gait recognition. 87-98
• 
  Yi Li, Lingxiao Song, Xiang Wu, Ran He, Tieniu Tan:
  Learning a bi-level adversarial network with global and local perception for makeup-invariant face verification. 99-108

Handwriting and document analysis

• 
  Canjie Luo, Lianwen Jin, Zenghui Sun:
  MORAN: A Multi-Object Rectified Attention Network for scene text recognition. 109-118

Objects and image analysis

• 
  Zifeng Wu, Chunhua Shen, Anton van den Hengel:
  Wider or Deeper: Revisiting the ResNet Model for Visual Recognition. 119-133

Kernel methods and manifold learning

• 
  Taihao Li, Huai Chen, Min Zhang, Shupeng Liu, Shunren Xia, Xinhua Cao, Geoffrey S. Young, Xiaoyin Xu:
  A new design in iterative image deblurring for improved robustness and performance. 134-146

Special Section on Advances in Representation Learning

• 
  Xiao-Li Hu, Jiajun Wen, Zhihui Lai, Wai Keung Wong, Linlin Shen:
  Binary sparse signal recovery algorithms based on logic observation. 147-160

Face and biometrics

• 
  Chunlei Peng, Nannan Wang, Jie Li, Xinbo Gao:
  DLFace: Deep local descriptor for cross-modality face recognition. 161-171

Machine learning

• 
  Sergio Matiz, Kenneth E. Barner:
  Inductive conformal predictor for convolutional neural networks: Applications to active learning for image classification. 172-182

Clustering

• 
  Yiyong Xiao, Changhao Huang, Jiaoying Huang, Ikou Kaku, Yuchun Xu:
  Optimal mathematical programming and variable neighborhood search for k-modes categorical data clustering. 183-195

Classifiers and classification

• 
  Junxuan Zhang, Haifeng Hu:
  Domain learning joint with semantic adaptation for human action recognition. 196-209

Machine learning

• 
  Chuan-Xian Ren, Juzheng Li, Pengfei Ge, Xiao-Lin Xu:
  Deep metric learning via subtype fuzzy clustering. 210-219

Structural pattern recognition, network and graph methods

• 
  Renping Yu, Lishan Qiao, Mingming Chen, Seong-Whan Lee, Xuan Fei, Dinggang Shen:
  Weighted graph regularized sparse brain network construction for MCI identification. 220-231

Classifiers and classification

• 
  Robert C. O'Brien, Hemant Ishwaran:
  A random forests quantile classifier for class imbalanced data. 232-249

Structural pattern recognition, network and graph methods

• 
  Francesc Serratosa:
  Graph edit distance: Restrictions to be a metric. 250-256

Machine learning

• 
  Karl Øyvind Mikalsen, Cristina Soguero-Ruíz, Filippo Maria Bianchi, Robert Jenssen:
  Noisy multi-label semi-supervised dimensionality reduction. 257-270

Clustering

• 
  Thapana Boonchoo, Xiang Ao, Yang Liu, Weizhong Zhao, Fuzhen Zhuang, Qing He:
  Grid-based DBSCAN: Indexing and inference. 271-284

Objects and image analysis

• 
  Xinyu Xiao, Lingfeng Wang, Kun Ding, Shiming Xiang, Chunhong Pan:
  Dense semantic embedding network for image captioning. 285-296

Structural pattern recognition, network and graph methods

• 
  Kamel Madi, Eric Paquet, Hamamache Kheddouci:
  New graph distance for deformable 3D objects recognition based on triangle-stars decomposition. 297-307

Face and biometrics

• 
  Ramzi Abiantun, Felix Juefei-Xu, Utsav Prabhu, Marios Savvides:
  SSR2: Sparse signal recovery for single-image super-resolution on faces with extreme low resolutions. 308-324

Classifiers and classification

• 
  Zhichao Zheng, Huaijiang Sun:
  Jointly discriminative projection and dictionary learning for domain adaptive collaborative representation-based classification. 325-336

Handwriting and document analysis

• 
  Yuliang Liu, Lianwen Jin, Shuaitao Zhang, Canjie Luo, Sheng Zhang:
  Curved scene text detection via transverse and longitudinal sequence connection. 337-345

Classifiers and classification

• 
  MengXin Sun, KunHong Liu, Qingqiang Wu, Qingqi Hong, Beizhan Wang, Haiying Zhang:
  A novel ECOC algorithm for multiclass microarray data classification based on data complexity analysis. 346-362

Structural pattern recognition, network and graph methods

• 
  Zhihong Zhang, Dongdong Chen, Zeli Wang, Heng Li, Lu Bai, Edwin R. Hancock:
  Depth-based subgraph convolutional auto-encoder for network representation learning. 363-376

Objects and image analysis

• 
  Du Yong Kim, Ba-Ngu Vo, Ba-Tuong Vo, Moongu Jeon:
  A labeled random finite set online multi-object tracker for video data. 377-389
• 
  Hongyun Zhang, Ting Zhang, Witold Pedrycz, Cairong Zhao, Duoqian Miao:
  Improved adaptive image retrieval with the use of shadowed sets. 390-403
• 
  Zhiwei Fang, Jing Liu, Yong Li, Yanyuan Qiao, Hanqing Lu:
  Improving visual question answering using dropout and enhanced question encoder. 404-414
• 
  Yihong Wu, Haoren Wang, Fulin Tang, Zhiheng Wang:
  Efficient conic fitting with an analytical Polar-N-Direction geometric distance. 415-423

Classifiers and classification

• 
  Mohamed Trabelsi, Hichem Frigui:
  Robust fuzzy clustering for multiple instance regression. 424-435
• 
  Yabei Li, Zhang Zhang, Yanhua Cheng, Liang Wang, Tieniu Tan:
  MAPNet: Multi-modal attentive pooling network for RGB-D indoor scene classification. 436-449

Objects and image analysis

• 
  Yunyun Yang, Wenjing Jia, Yunna Yang:
  Multi-atlas segmentation and correction model with level set formulation for 3D brain MR images. 450-463

Clustering

• 
  He Xiong, Deguang Kong:
  Elastic nonnegative matrix factorization. 464-475

Corrigendum

• 
  Yongqiang Zhang, Yancheng Bai, Mingli Ding, Yongqiang Li, Bernard Ghanem:
  Corrigendum to 'Weakly-supervised Object Detection via Mining Pseudo Ground Truth Bounding-boxes' [Pattern Recognition 84 (2018) 68-81]. 483