Pattern Recognition, Volume 83

Volume 83, November 2018

Features

• 
  Younghoon Kim, Seoung Bum Kim:
  Collinear groupwise feature selection via discrete fusion group regression. 1-13

Various applications

• 
  Mohammad Saleh Sadooghi, Siamak Esmaeilzadeh Khadem:
  Improving one class support vector machine novelty detection scheme using nonlinear features. 14-33

Classifiers and classification

• 
  Bartosz Krawczyk, Mikel Galar, Michal Wozniak, Humberto Bustince, Francisco Herrera:
  Dynamic ensemble selection for multi-class classification with one-class classifiers. 34-51

Clustering

• 
  Manuele Bicego, Mário A. T. Figueiredo:
  Clustering via binary embedding. 52-63

Machine learning

• 
  Fangming Zhong, Zhikui Chen, Geyong Min:
  Deep Discrete Cross-Modal Hashing for Cross-Media Retrieval. 64-77

Classifiers and classification

• 
  Si-Bao Chen, Yu-Lan Xu, Chris H. Q. Ding, Bin Luo:
  A Nonnegative Locally Linear KNN model for image recognition. 78-90

Machine learning

• 
  Upasana Talukdar, Shyamanta M. Hazarika, John Q. Gan:
  A Kernel Partial least square based feature selection method. 91-106

Clustering

• 
  Huazhu Chen, Weiwei Wang, Xiangchu Feng:
  Structured Sparse Subspace Clustering with Within-Cluster Grouping. 107-118

Classifiers and classification

• 
  Maryam Sabzevari, Gonzalo Martínez-Muñoz, Alberto Suárez:
  Vote-boosting ensembles. 119-133

Special Section on Deep Learning for Computer Aided Cancer Detection and Diagnosis with Medical Imaging;

• 
  Zilong Hu, Jinshan Tang, Ziming Wang, Kai Zhang, Ling Zhang, Qingling Sun:
  Deep learning for image-based cancer detection and diagnosis - A survey. 134-149

Special Section on Advances in Representation Learning;

• 
  Shanmin Pang, Jihua Zhu, Jiaxing Wang, Vicente Ordonez, Jianru Xue:
  Building discriminative CNN image representations for object retrieval using the replicator equation. 150-160

Clustering

• 
  Fengfu Li, Hong Qiao, Bo Zhang:
  Discriminatively boosted image clustering with fully convolutional auto-encoders. 161-173

Objects and image analysis

• 
  Ding Ding, Sundaresh Ram, Jeffrey J. Rodríguez:
  Perceptually aware image inpainting. 174-184

Special Section on Advances in Representation Learning; Edited by Cheng-Lin Liu, Chen Gong, Jin Xie, Dong-Jun Yu, Jian Yang and Dacheng Tao

• 
  Kaihua Zhang, Xuejun Li, Huihui Song, Qingshan Liu, Wei Lian:
  Visual tracking using spatio-temporally nonlocally regularized correlation filter. 185-195

Machine learning

• 
  Bin Gu, Xin Quan, Yunhua Gu, Victor S. Sheng, Guansheng Zheng:
  Chunk incremental learning for cost-sensitive hinge loss support vector machine. 196-208

Special Section on Deep Learning for Computer Aided Cancer Detection and Diagnosis with Medical Imaging;,

• 
  Ruikai Zhang, Yali Zheng, Carmen C. Y. Poon, Dinggang Shen, James Yun Wong Lau:
  Polyp detection during colonoscopy using a regression-based convolutional neural network with a tracker. 209-219

Machine learning

• 
  Han Zhang, Feiping Nie, Rui Zhang, Xuelong Li:
  Auto-weighted 2-dimensional maximum margin criterion. 220-229

Clustering

• 
  Ye Zhu, Kai Ming Ting, Mark J. Carman:
  Grouping points by shared subspaces for effective subspace clustering. 230-244
• 
  Napsu Karmitsa, Adil M. Bagirov, Sona Taheri:
  Clustering in large data sets with the limited memory bundle method. 245-259

Objects and image analysis

• 
  Juan Wang, Xiaoming Tao, Mai Xu, Yiping Duan, Jianhua Lu:
  Hierarchical objectness network for region proposal generation and object detection. 260-272

Kernel methods and manifold learning

• 
  Yangyang Li:
  Curvature-aware manifold learning. 273-286

Human movements and activities

• 
  Muqing Deng, Cong Wang, Tongjia Zheng:
  Individual identification using a gait dynamics graph. 287-298

Objects and image analysis

• 
  Qiang Zhang, Tao Shi, Fan Wang, Rick S. Blum, Jungong Han:
  Robust sparse representation based multi-focus image fusion with dictionary construction and local spatial consistency. 299-313

Various applications

• 
  Chenhao Lin, Ajay Kumar:
  Contactless and partial 3D fingerprint recognition using multi-view deep representation. 314-327

Objects and image analysis

• 
  Bo Li, Yuchao Dai, Mingyi He:
  Monocular depth estimation with hierarchical fusion of dilated CNNs and soft-weighted-sum inference. 328-339
• 
  Feng Cheng, Shi-Lin Wang, Alan Wee-Chung Liew:
  Visual speaker authentication with random prompt texts by a dual-task CNN framework. 340-352
• 
  Song Bai, Shaoyan Sun, Xiang Bai, Zhaoxiang Zhang, Qi Tian:
  Improving context-sensitive similarity via smooth neighborhood for object retrieval. 353-364

Bio-medical patterns

• 
  Amelia Gontar, Hayden Tronnolone, Benjamin J. Binder, Murk J. Bottema:
  Characterising shape patterns using features derived from best-fitting ellipsoids. 365-374

Clustering

• 
  Yewang Chen, Shengyu Tang, Nizar Bouguila, Cheng Wang, Ji-Xiang Du, Hailin Li:
  A fast clustering algorithm based on pruning unnecessary distance computations in DBSCAN for high-dimensional data. 375-387

Special Section on 50th Anniversary of Pattern Recognition;

• 
  Ognjen Arandjelovic:
  Reimagining the central challenge of face recognition: Turning a problem into an advantage. 388-400

Machine learning

• 
  Yazhou Yang, Marco Loog:
  A benchmark and comparison of active learning for logistic regression. 401-415
• 
  Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Christoph Busch:
  Improved ear verification after surgery - An approach based on collaborative representation of locally competitive features. 416-429

Objects and image analysis

• 
  Zhenyu Zhang, Chunyan Xu, Jian Yang, Ying Tai, Liang Chen:
  Deep hierarchical guidance and regularization learning for end-to-end depth estimation. 430-442

Machine learning

• 
  Luke Smallman, Andreas Artemiou, Jennifer Morgan:
  Sparse Generalised Principal Component Analysis. 443-455
• 
  Ze Lu, Xudong Jiang, Alex ChiChung Kot:
  Color space construction by optimizing luminance and chrominance components for face recognition. 456-468
• 
  Óscar Gómez, Óscar Ibáñez, Andrea Valsecchi, Oscar Cordón, Tzipi Kahana:
  3D-2D silhouette-based image registration for comparative radiography-based forensic identification. 469-480

Features

• 
  Tian-Zhu Xiang, Gui-Song Xia, Xiang Bai, Liangpei Zhang:
  Image stitching by line-guided local warping with global similarity constraint. 481-497
• 
  Cecilia Di Ruberto, Lorenzo Putzu, Giuseppe Rodriguez:
  Fast and accurate computation of orthogonal moments for texture analysis. 498-510