Pattern Recognition, Volume 102

Volume 102, June 2020

Classifiers and classification

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  Timo Milbich, Omair Ghori, Ferran Diego, Björn Ommer:
  Unsupervised representation learning by discovering reliable image relations. 107107

Special Section on Domain Adaptation for Visual Understanding

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  Nishant Sankaran, Deen Dayal Mohan, Nagashri N. Lakshminarayana, Srirangaraj Setlur, Venu Govindaraju:
  Domain adaptive representation learning for facial action unit recognition. 107127

Special Section on Ensemble Deep Learning

• 
  Xiao Zheng, Wanzhong Chen, Yang You, Yun Jiang, Mingyang Li, Tao Zhang:
  Ensemble deep learning for automated visual classification using EEG signals. 107147

Classifiers and classification

• 
  Bharat Richhariya, Muhammad Tanveer:
  A reduced universum twin support vector machine for class imbalance learning. 107150

Special Section on Ensemble Deep Learning

• 
  Yifan Wang, Lijun Wang, Hongyu Wang, Peihua Li, Huchuan Lu:
  Blind single image super-resolution with a mixture of deep networks. 107169

Special Section on Deep Video Analysis: Models, Algorithms and Applications

• 
  Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler:
  An accelerated correlation filter tracker. 107172
• 
  Liangchen Song, Cheng Wang, Lefei Zhang, Bo Du, Qian Zhang, Chang Huang, Xinggang Wang:
  Unsupervised domain adaptive re-identification: Theory and practice. 107173

Special Section on Scene Text Reading and its Applications

• 
  Yuqiang Zheng, Yuan Xie, Yanyun Qu, Xiaodong Yang, Cuihua Li, Yan Zhang:
  Scale robust deep oriented-text detection network. 107180

Special Section on Deep Video Analysis: Models, Algorithms and Applications

• 
  Guangyao Zhai, Liang Liu, Linjian Zhang, Yong Liu, Yunliang Jiang:
  PoseConvGRU: A Monocular Approach for Visual Ego-motion Estimation by Learning. 107187

Classifiers and classification

• 
  Sankha Subhra Mullick, Shounak Datta, Sourish Gunesh Dhekane, Swagatam Das:
  Appropriateness of performance indices for imbalanced data classification: An analysis. 107197

Objects and image analysis

• 
  Robert Cupec, Ivan Vidovic, Damir Filko, Petra Durovic:
  Object recognition based on convex hull alignment. 107199

Special Section on Ensemble Deep Learning

• 
  Monjoy Saha, Indu Arun, Rosina Ahmed, Sanjoy Chatterjee, Chandan Chakraborty:
  HscoreNet: A Deep network for estrogen and progesterone scoring using breast IHC images. 107200

Classifiers and classification

• 
  Jianjun Qian, Jian Yang, Yong Xu, Jin Xie, Zhihui Lai, Bob Zhang:
  Image decomposition based matrix regression with applications to robust face recognition. 107204

Objects and image analysis

• 
  Lin Xie, Feifei Lee, Li Liu, Koji Kotani, Qiu Chen:
  Scene recognition: A comprehensive survey. 107205

Clustering

• 
  Hao Li, Xiaojie Liu, Tao Li, Rundong Gan:
  A novel density-based clustering algorithm using nearest neighbor graph. 107206
• 
  Feiping Nie, Shaojun Shi, Xuelong Li:
  Auto-weighted multi-view co-clustering via fast matrix factorization. 107207

Face and biometrics

• 
  Feng Liu, Yuanhao Zhao, Guojie Liu, Linlin Shen:
  Fingerprint pore matching using deep features. 107208

Bio-medical patterns

• 
  Benzhi Chen, Lisheng Wang, Xiuying Wang, Jian Sun, Yijie Huang, Dagan Feng, Zongben Xu:
  Abnormality detection in retinal image by individualized background learning. 107209

Classifiers and classification

• 
  Huiqi Deng, Weifu Chen, Qi Shen, Andy Jinhua Ma, Pong C. Yuen, Guocan Feng:
  Invariant subspace learning for time series data based on dynamic time warping distance. 107210

Face and biometrics

• 
  Kuikui Wang, Gongping Yang, Yuwen Huang, Yilong Yin:
  Multi-scale differential feature for ECG biometrics with collective matrix factorization. 107211

Machine learning

• 
  Weizhao Chen, Zhijing Yang, Jinchang Ren, Jiang-Zhong Cao, Nian Cai, Huimin Zhao, Peter W. T. Yuen:
  MIMN-DPP: Maximum-information and minimum-noise determinantal point processes for unsupervised hyperspectral band selection. 107213

Handwriting and document analysis

• 
  Manabu Okawa:
  Online signature verification using single-template matching with time-series averaging and gradient boosting. 107227

Special Section on Scene Text Reading and its Applications

• 
  Siwei Wang, Yudong Liu, Zheqi He, Yongtao Wang, Zhi Tang:
  A quadrilateral scene text detector with two-stage network architecture. 107230

Special Section on Deep Video Analysis: Models, Algorithms and Applications

• 
  Na Liu, Tao Zhou, Yunfeng Ji, Ziyi Zhao, Lihong Wan:
  Synthesizing Talking Faces from Text and Audio: An Autoencoder and Sequence-to-Sequence Convolutional Neural Network. 107231
• 
  Huanlong Zhang, Jian Chen, Guohao Nie, Shiqiang Hu:
  Uncertain motion tracking based on convolutional net with semantics estimation and region proposals. 107232
• 
  Lai Jiang, Mai Xu, Shanyi Zhang, Leonid Sigal:
  DeepCT: A novel deep complex-valued network with learnable transform for video saliency prediction. 107234

Machine learning

• 
  Gianni Franchi, Amin Fehri, Angela Yao:
  Deep morphological networks. 107246

Special Section on Ensemble Deep Learning

• 
  Baiying Lei, Mengya Yang, Peng Yang, Feng Zhou, Wen Hou, Wenbin Zou, Xia Li, Tianfu Wang, Xiaohua Xiao, Shuqiang Wang:
  Deep and joint learning of longitudinal data for Alzheimer's disease prediction. 107247

Special Section on Deep Video Analysis: Models, Algorithms and Applications

• 
  Weining Wang, Yan Huang, Liang Wang:
  Long video question answering: A Matching-guided Attention Model. 107248

Face and biometrics

• 
  Yuke Fang, Weihong Deng, Junping Du, Jiani Hu:
  Identity-aware CycleGAN for face photo-sketch synthesis and recognition. 107249

Classifiers and classification

• 
  Anna Berger, Sergey Guda:
  Threshold optimization for F measure of macro-averaged precision and recall. 107250

Bio-medical patterns

• 
  Yipeng Liu, Tengteng Liu, Jiani Liu, Ce Zhu:
  Smooth robust tensor principal component analysis for compressed sensing of dynamic MRI. 107252

Objects and image analysis

• 
  Chen Mu, Chiwoo Park:
  Sparse filtered SIRT for electron tomography. 107253

Machine learning

• 
  Shibai Yin, Yibin Wang, Yee-Hong Yang:
  A novel image-dehazing network with a parallel attention block. 107255

Objects and image analysis

• 
  Alejandro López-Cifuentes, Marcos Escudero-Viñolo, Jesús Bescós, Álvaro García-Martín:
  Semantic-aware scene recognition. 107256

Special Section on Deep Video Analysis: Models, Algorithms and Applications

• 
  Ruiheng Zhang, Lingxiang Wu, Yukun Yang, Wanneng Wu, Yueqiang Chen, Min Xu:
  Multi-camera multi-player tracking with deep player identification in sports video. 107260

Classifiers and classification

• 
  Michal Koziarski:
  Radial-Based Undersampling for imbalanced data classification. 107262

Machine learning

• 
  Chuanxing Geng, Lue Tao, Songcan Chen:
  Guided CNN for generalized zero-shot and open-set recognition using visual and semantic prototypes. 107263