Pattern Recognition, Volume 79

Volume 79, July 2018

Human movements and activities

• 
  Costas Panagiotakis, Konstantinos E. Papoutsakis, Antonis A. Argyros:
  A graph-based approach for detecting common actions in motion capture data and videos. 1-11

Handwriting and document analysis

• 
  Ayan Kumar Bhunia, Partha Pratim Roy, Akash Mohta, Umapada Pal:
  Cross-language framework for word recognition and spotting of Indic scripts. 12-31

Human movements and activities

• 
  Zhigang Tu, Wei Xie, Qianqing Qin, Ronald Poppe, Remco C. Veltkamp, Baoxin Li, Junsong Yuan:
  Multi-stream CNN: Learning representations based on human-related regions for action recognition. 32-43

Features

• 
  Taehwan Kim, Sungho Kim:
  Pedestrian detection at night time in FIR domain: Comprehensive study about temperature and brightness and new benchmark. 44-54

Virtual Special Section on Articulated Motion and Deformable Objects

• 
  Jun Wan, Sergio Escalera, Francisco José Perales López, Josef Kittler:
  Articulated motion and deformable objects. 55-64

Objects and image analysis

• 
  Yijun Yan, Jinchang Ren, Genyun Sun, Huimin Zhao, Junwei Han, Xuelong Li, Stephen Marshall, Jin Zhan:
  Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement. 65-78

Features

• 
  Cairong Zhao, Xuekuan Wang, Duoqian Miao, Hanli Wang, Wei-Shi Zheng, Yong Xu, David Zhang:
  Maximal granularity structure and generalized multi-view discriminant analysis for person re-identification. 79-96

Virtual Special Section on Articulated Motion and Deformable Objects

• 
  Aparna Mohanty, Rajiv Ranjan Sahay:
  Rasabodha: Understanding Indian classical dance by recognizing emotions using deep learning. 97-113

Objects and image analysis

• 
  Venice Erin Liong, Jiwen Lu, Yap-Peng Tan:
  Cross-Modal Discrete Hashing. 114-129

Machine learning

• 
  Huafeng Li, Xiaoge He, Dapeng Tao, Yuanyan Tang, Ruxin Wang:
  Joint medical image fusion, denoising and enhancement via discriminative low-rank sparse dictionaries learning. 130-146

Objects and image analysis

• 
  Xin Yuan, Zhixiang Chen, Jiwen Lu, Jianjiang Feng, Jie Zhou:
  Reconstruction-based supervised hashing. 147-161

Classifiers and classification

• 
  Javier Jorge, Roberto Paredes:
  Passive-Aggressive online learning with nonlinear embeddings. 162-171

Bio-medical patterns

• 
  Annupan Rodtook, Khwunta Kirimasthong, Wanrudee Lohitvisate, Stanislav S. Makhanov:
  Automatic initialization of active contours and level set method in ultrasound images of breast abnormalities. 172-182

Classifiers and classification

• 
  Xin Li, Zequn Jie, Jiashi Feng, Changsong Liu, Shuicheng Yan:
  Learning with rethinking: Recurrently improving convolutional neural networks through feedback. 183-194

Machine learning

• 
  Peng Cao, Xiaoli Liu, Jinzhu Yang, Dazhe Zhao, Min Huang, Osmar R. Zaïane:
  ℓ2, 1-ℓ1 regularized nonlinear multi-task representation learning based cognitive performance prediction of Alzheimer's disease. 195-215
• 
  Kang Wang, Qiang Ji:
  3D gaze estimation without explicit personal calibration. 216-227

Classifiers and classification

• 
  Gabriella Melki, Alberto Cano, Sebastián Ventura:
  MIRSVM: Multi-instance support vector machine with bag representatives. 228-241

Objects and image analysis

• 
  Qimin Cheng, Qian Zhang, Peng Fu, Conghuan Tu, Sen Li:
  A survey and analysis on automatic image annotation. 242-259

Various applications

• 
  Dimitrios S. Alexiadis, Nikolaos Zioulis, Dimitrios Zarpalas, Petros Daras:
  Fast deformable model-based human performance capture and FVV using consumer-grade RGB-D sensors. 260-278
• 
  Xiaoshuang Shi, Zhenhua Guo, Fuyong Xing, Jinzheng Cai, Lin Yang:
  Self-learning for face clustering. 279-289

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

• 
  Haijun Lei, Tao Han, Feng Zhou, Zhen Yu, Jing Qin, Ahmed El-Azab, Baiying Lei:
  A deeply supervised residual network for HEp-2 cell classification via cross-modal transfer learning. 290-302

Objects and image analysis

• 
  Shuangli Du, Yiguang Liu, Mao Ye, Zhenyu Xu, Jie Li, Jianguo Liu:
  Single image deraining via decorrelating the rain streaks and background scene in gradient domain. 303-317

Machine learning

• 
  Badong Chen, Xin Wang, Na Lu, Shiyuan Wang, Jiuwen Cao, Jing Qin:
  Mixture correntropy for robust learning. 318-327
• 
  Wanfu Gao, Liang Hu, Ping Zhang:
  Class-specific mutual information variation for feature selection. 328-339

Bio-medical patterns

• 
  Min Xian, Yingtao Zhang, Heng-Da Cheng, Fei Xu, Boyu Zhang, Jianrui Ding:
  Automatic breast ultrasound image segmentation: A survey. 340-355
• 
  Dongshun Cui, Guang-Bin Huang, Tianchi Liu:
  ELM based smile detection using Distance Vector. 356-369

Clustering

• 
  Francisco de A. T. de Carvalho, Eduardo C. Simões, Lucas V. C. Santana, Marcelo Rodrigo Portela Ferreira:
  Gaussian kernel c-means hard clustering algorithms with automated computation of the width hyper-parameters. 370-386

Objects and image analysis

• 
  Luping Ji, Yan Ren, Xiaorong Pu, Guisong Liu:
  Median local ternary patterns optimized with rotation-invariant uniform-three mapping for noisy texture classification. 387-401

Clustering

• 
  Hassan Ismkhan:
  I-k-means-+: An iterative clustering algorithm based on an enhanced version of the k-means. 402-413

Handwriting and document analysis

• 
  Verónica Aubin, Marco Mora, Matilde Santos Peñas:
  Off-line writer verification based on simple graphemes. 414-426

Clustering

• 
  Brijnesh J. Jain:
  The Mean Partition Theorem in consensus clustering. 427-439
• 
  Tao Wang, Zexuan Ji, Quan-Sen Sun, Qiang Chen, Qi Ge, Jian Yang:
  Diffusive likelihood for interactive image segmentation. 440-451

Objects and image analysis

• 
  Mairéad Grogan, Rozenn Dahyot:
  Shape registration with directional data. 452-466

Classifiers and classification

• 
  Antonio Fernández-Baldera, José Miguel Buenaposada, Luis Baumela:
  BAdaCost: Multi-class Boosting with Costs. 467-479

Handwriting and document analysis

• 
  Manabu Okawa:
  Synergy of foreground-background images for feature extraction: Offline signature verification using Fisher vector with fused KAZE features. 480-489