Pattern Recognition, Volume 81

Volume 81, September 2018

Classifiers and classification

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  Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang:
  Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features. 1-13

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

• 
  Xiaoshuang Shi, Manish Sapkota, Fuyong Xing, Fujun Liu, Lei Cui, Lin Yang:
  Pairwise based deep ranking hashing for histopathology image classification and retrieval. 14-22

Human movements and activities

• 
  Hongsong Wang, Liang Wang:
  Learning content and style: Joint action recognition and person identification from human skeletons. 23-35

Features

• 
  Xin Guo, Song Wang, Yun Tie, Lin Qi, Ling Guan:
  Joint intermodal and intramodal correlation preservation for semi-paired learning. 36-49

Structural pattern recognition, network and graph methods

• 
  Yu Xie, Maoguo Gong, Shanfeng Wang, Bin Yu:
  Community discovery in networks with deep sparse filtering. 50-59

Classifiers and classification

• 
  Shangfei Wang, Shiyu Chen, Tanfang Chen, Xiaoxiao Shi:
  Learning with privileged information for multi-Label classification. 60-70

Features

• 
  Weiwei Shi, Yihong Gong, De Cheng, Xiaoyu Tao, Nanning Zheng:
  Entropy and orthogonality based deep discriminative feature learning for object recognition. 71-80

Classifiers and classification

• 
  Yuanjie Shao, Nong Sang, Changxin Gao, Li Ma:
  Spatial and class structure regularized sparse representation graph for semi-supervised hyperspectral image classification. 81-94

Clustering

• 
  Nelson C. Sandes, André L. V. Coelho:
  Clustering ensembles: A hedonic game theoretical approach. 95-111

Features

• 
  Huixu Dong, Dilip K. Prasad, I-Ming Chen:
  Accurate detection of ellipses with false detection control at video rates using a gradient analysis. 112-130

Classifiers and classification

• 
  Shih-Chung Hsu, I-Cheng Chang, Chung-Lin Huang:
  Vehicle verification between two nonoverlapped views using sparse representation. 131-146

Various applications

• 
  Kaihua Zhang, Qingshan Liu, Jian Yang, Ming-Hsuan Yang:
  Visual tracking via Boolean map representations. 147-160

Objects and image analysis

• 
  Xiu-Li Bi, Chi-Man Pun:
  Fast copy-move forgery detection using local bidirectional coherency error refinement. 161-175

Special Section on Pattern Recognition for High Performance Imaging

• 
  Chi Zhang, Guangqi Hou, Zhaoxiang Zhang, Zhenan Sun, Tieniu Tan:
  Efficient auto-refocusing for light field camera. 176-189

Clustering

• 
  Lior Deutsch, David Horn:
  The Weight-Shape decomposition of density estimates: A framework for clustering and image analysis algorithms. 190-199

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

• 
  Antonio Oseas de Carvalho Filho, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Rodolfo Acatauassu Nunes, Marcelo Gattass:
  Classification of patterns of benignity and malignancy based on CT using topology-based phylogenetic diversity index and convolutional neural network. 200-212

Objects and image analysis

• 
  Heriberto Cruz-Hernández, Luis Gerardo de la Fraga:
  A fiducial tag invariant to rotation, translation, and perspective transformations. 213-223
• 
  Garret Vo, Chiwoo Park:
  Robust regression for image binarization under heavy noise and nonuniform background. 224-239

Handwriting and document analysis

• 
  Michael Stauffer, Andreas Fischer, Kaspar Riesen:
  Keyword spotting in historical handwritten documents based on graph matching. 240-253

Features

• 
  Nikolaos Passalis, Anastasios Tefas:
  Learning bag-of-embedded-words representations for textual information retrieval. 254-267

Human movements and activities

• 
  Duarte Folgado, Marília Barandas, Ricardo Matias, Rodrigo Martins, Miguel A. F. Carvalho, Hugo Gamboa:
  Time Alignment Measurement for Time Series. 268-279

Machine learning

• 
  Thi Thu Thuy Nguyen, Tien Thanh Nguyen, Alan Wee-Chung Liew, Shi-Lin Wang:
  Variational inference based bayes online classifiers with concept drift adaptation. 280-293

Classifiers and classification

• 
  Shuai Li, Wenfeng Song, Hong Qin, Aimin Hao:
  Deep variance network: An iterative, improved CNN framework for unbalanced training datasets. 294-308

Features

• 
  Muhammad Summair Raza, Usman Qamar:
  A heuristic based dependency calculation technique for rough set theory. 309-325

Clustering

• 
  Jie Wen, Bob Zhang, Yong Xu, Jian Yang, Na Han:
  Adaptive weighted nonnegative low-rank representation. 326-340

Classifiers and classification

• 
  Guojun Lin, Meng Yang, Jian Yang, Linlin Shen, Weicheng Xie:
  Robust, discriminative and comprehensive dictionary learning for face recognition. 341-356
• 
  Zhen Dong, Chenchen Jing, Mingtao Pei, Yunde Jia:
  Deep CNN based binary hash video representations for face retrieval. 357-369

Data science and big data

• 
  Ali Reihanian, Mohammad-Reza Feizi-Derakhshi, Hadi S. Aghdasi:
  Overlapping community detection in rating-based social networks through analyzing topics, ratings and links. 370-387

Features

• 
  Xiaojuan Huang, Li Zhang, Bangjun Wang, Zhao Zhang, Fanzhang Li:
  Feature weight estimation based on dynamic representation and neighbor sparse reconstruction. 388-403

Clustering

• 
  Long Thanh Ngo, Trong Hop Dang, Witold Pedrycz:
  Towards interval-valued fuzzy set-based collaborative fuzzy clustering algorithms. 404-416

Features

• 
  Abdul Nurunnabi, Yukio Sadahiro, Debra F. Laefer:
  Robust statistical approaches for circle fitting in laser scanning three-dimensional point cloud data. 417-431

Objects and image analysis

• 
  Fei Gao, Jun Yu, Suguo Zhu, Qingming Huang, Qi Tian:
  Blind image quality prediction by exploiting multi-level deep representations. 432-442

Human movements and activities

• 
  Josep Maria Carmona, Joan Climent:
  Human action recognition by means of subtensor projections and dense trajectories. 443-455

Various applications

• 
  Xin Wang, Zhiqiang Hou, Wangsheng Yu, Lei Pu, Zefenfen Jin, Xianxiang Qin:
  Robust occlusion-aware part-based visual tracking with object scale adaptation. 456-470

Features

• 
  Qi Jia, Xin Fan, Xinkai Gao, Meiyu Yu, Haojie Li, Zhongxuan Luo:
  Line matching based on line-points invariant and local homography. 471-483

Clustering

• 
  Wenhao Jiang, Wei Liu, Fulai Chung:
  Knowledge transfer for spectral clustering. 484-496

Objects and image analysis

• 
  Hui Wei, Luping Wang:
  Understanding of indoor scenes based on projection of spatial rectangles. 497-514
• 
  Pengfei Dou, Yuhang Wu, Shishir K. Shah, Ioannis A. Kakadiaris:
  Monocular 3D facial shape reconstruction from a single 2D image with coupled-dictionary learning and sparse coding. 515-527
• 
  Baojie Fan, Xiaomao Li, Yang Cong, Yandong Tang:
  Structured and weighted multi-task low rank tracker. 528-544

Human movements and activities

• 
  Li Liu, Shu Wang, Bin Hu, Qingyu Xiong, Junhao Wen, David S. Rosenblum:
  Learning structures of interval-based Bayesian networks in probabilistic generative model for human complex activity recognition. 545-561

Classifiers and classification

• 
  Bac Nguyen, Bernard De Baets:
  An approach to supervised distance metric learning based on difference of convex functions programming. 562-574

Clustering

• 
  Xiaopeng Lucia Sui, Li Xu, Xiaoning Qian, Tie Liu:
  Convex clustering with metric learning. 575-584
• 
  Krzysztof Wrobel, Rafal Doroz, Piotr Porwik, Marcin Bernas:
  Personal identification utilizing lip print furrow based patterns. A new approach. 585-600

Classifiers and classification

• 
  Reza Mohammadi-Ghazi, Youssef M. Marzouk, Oral Büyüköztürk:
  Conditional classifiers and boosted conditional Gaussian mixture model for novelty detection. 601-614

Special Section on 50th Anniversary of Pattern Recognition

• 
  Baoyao Yang, Andy Jinhua Ma, Pong C. Yuen:
  Learning domain-shared group-sparse representation for unsupervised domain adaptation. 615-632
• 
  Réjean Plamondon, Giuseppe Pirlo, Éric Anquetil, Céline Rémi, Hans-Leo Teulings, Masaki Nakagawa:
  Personal digital bodyguards for e-security, e-learning and e-health: A prospective survey. 633-659
• 
  Ludmila I. Kuncheva, Juan José Rodríguez Diez:
  On feature selection protocols for very low-sample-size data. 660-673
• 
  Swagatam Das, Shounak Datta, Bidyut B. Chaudhuri:
  Handling data irregularities in classification: Foundations, trends, and future challenges. 674-693