Pattern Recognition, Volume 100

Volume 100, April 2020

Clustering

• 
  Xiaohao Cai, Christopher G. R. Wallis, Jennifer Y. H. Chan, Jason D. McEwen:
  Wavelet-based segmentation on the sphere. 107081

Classifiers and classification

• 
  Zhen Zhang, Shengzheng Wang, Wei Bian:
  Sign consistency for the linear programming discriminant rule. 107083

Structural pattern recognition, network and graph methods

• 
  Xiaolong Fan, Maoguo Gong, Yu Xie, Fenlong Jiang, Hao Li:
  Structured self-attention architecture for graph-level representation learning. 107084

Machine learning

• 
  Dan Li, Changde Du, Huiguang He:
  Semi-supervised cross-modal image generation with generative adversarial networks. 107085

Special Section on Scene Text Reading and its Applications

• 
  Bailin Yang, Yulong Zhang, Zhenguang Liu, Xiaoheng Jiang, Mingliang Xu:
  Handwriting posture prediction based on unsupervised model. 107093

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

• 
  Shuyang Zhao, Jianwu Li, Jiaxing Wang:
  Disentangled representation learning and residual GAN for age-invariant face verification. 107097

Handwriting and document analysis

• 
  Zi-Rui Wang, Jun Du, Jia-Ming Wang:
  Writer-aware CNN for parsimonious HMM-based offline handwritten Chinese text recognition. 107102

Machine learning

• 
  Daniel Heestermans Svendsen, Luca Martino, Gustau Camps-Valls:
  Active emulation of computer codes with Gaussian processes - Application to remote sensing. 107103

Classifiers and classification

• 
  Tien Thanh Nguyen, Anh Vu Luong, Manh Truong Dang, Alan Wee-Chung Liew, John McCall:
  Ensemble Selection based on Classifier Prediction Confidence. 107104

Special Section on Domain Adaptation for Visual Understanding

• 
  Ju Jia, Liming Zhai, Weixiang Ren, Lina Wang, Yanzhen Ren, Lefei Zhang:
  Transferable heterogeneous feature subspace learning for JPEG mismatched steganalysis. 107105

Classifiers and classification

• 
  Zhizheng Liang, Xue-wen Chen, Lei Zhang, Jin Liu, Yong Zhou:
  Correlation classifiers based on data perturbation: New formulations and algorithms. 107106

Face and biometrics

• 
  Gilderlane Ribeiro Alexandre, José Marques Soares, George André Pereira Thé:
  Systematic review of 3D facial expression recognition methods. 107108

Special Section on Domain Adaptation for Visual Understanding

• 
  Dwarikanath Mahapatra, Zongyuan Ge:
  Training data independent image registration using generative adversarial networks and domain adaptation. 107109

Special Section on Ensemble Deep Learning

• 
  Lingling Li, Liyuan Ma, Licheng Jiao, Fang Liu, Qigong Sun, Jin Zhao:
  Complex Contourlet-CNN for polarimetric SAR image classification. 107110

Special Section on Domain Adaptation for Visual Understanding

• 
  Behzad Bozorgtabar, Dwarikanath Mahapatra, Jean-Philippe Thiran:
  ExprADA: Adversarial domain adaptation for facial expression analysis. 107111

Face and biometrics

• 
  Mingjie He, Jie Zhang, Shiguang Shan, Meina Kan, Xilin Chen:
  Deformable face net for pose invariant face recognition. 107113
• 
  Yang Zhao, Yifan Liu, Chunhua Shen, Yongsheng Gao, Shengwu Xiong:
  MobileFAN: Transferring deep hidden representation for face alignment. 107114

Features

• 
  Abner M. C. Araújo, Manuel M. Oliveira:
  A robust statistics approach for plane detection in unorganized point clouds. 107115

Objects and image analysis

• 
  Juexu Yang, Yuejie Zhang, Rui Feng, Tao Zhang, Weiguo Fan:
  Deep reinforcement hashing with redundancy elimination for effective image retrieval. 107116

Clustering

• 
  Nadiia Leopold, Oliver Rose:
  UNIC: A fast nonparametric clustering. 107117

Face and biometrics

• 
  Zhe Chen, Xiao-Jun Wu, He-Feng Yin, Josef Kittler:
  Noise-robust dictionary learning with slack block-Diagonal structure for face recognition. 107118

Classifiers and classification

• 
  Mehmet Turkoz, Sangahn Kim, Youngdoo Son, Myong K. Jeong, Elsayed A. Elsayed:
  Generalized support vector data description for anomaly detection. 107119

Human movements and activities

• 
  Ju Dai, Pingping Zhang, Huchuan Lu, Hongyu Wang:
  Dynamic imposter based online instance matching for person search. 107120

Face and biometrics

• 
  Giulia Orrù, Gian Luca Marcialis, Fabio Roli:
  A novel classification-selection approach for the self updating of template-based face recognition systems. 107121

Classifiers and classification

• 
  Stefano Mauceri, James Sweeney, James McDermott:
  Dissimilarity-based representations for one-class classification on time series. 107122
• 
  Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Wenzhu Yan:
  Prototype learning and collaborative representation using Grassmann manifolds for image set classification. 107123

Special Section on Domain Adaptation for Visual Understanding

• 
  Mohammad Mahfujur Rahman, Clinton Fookes, Mahsa Baktashmotlagh, Sridha Sridharan:
  Correlation-aware adversarial domain adaptation and generalization. 107124
• 
  M. Naveenkumar, S. Domnic:
  Deep ensemble network using distance maps and body part features for skeleton based action recognition. 107125

Structural pattern recognition, network and graph methods

• 
  Yu Zheng, Ruiqi Hu, Sai-Fu Fung, Celina Ping Yu, Guodong Long, Ting Guo, Shirui Pan:
  Clustering social audiences in business information networks. 107126

Classifiers and classification

• 
  Mehrdad Almasi, Mohammad Saniee Abadeh:
  CARs-Lands: An associative classifier for large-scale datasets. 107128

Face and biometrics

• 
  Fania Mokhayeri, Eric Granger:
  A paired sparse representation model for robust face recognition from a single sample. 107129

Objects and image analysis

• 
  Pingping Zhang, Wei Liu, Dong Wang, Yinjie Lei, Hongyu Wang, Huchuan Lu:
  Non-rigid object tracking via deep multi-scale spatial-temporal discriminative saliency maps. 107130

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

• 
  Qiuxia Lai, Yongwei Nie, Hanqiu Sun, Qiang Xu, Zhensong Zhang, Mingyu Xiao:
  Video super-resolution via pre-frame constrained and deep-feature enhanced sparse reconstruction. 107139

Human movements and activities

• 
  Hazar Mliki, Fatma Bouhlel, Mohamed Hammami:
  Human activity recognition from UAV-captured video sequences. 107140

Structural pattern recognition, network and graph methods

• 
  Fei Yang, Huan Wang, Zhong Jin:
  A fusion network for road detection via spatial propagation and spatial transformation. 107141

Objects and image analysis

• 
  Xin Jin, Zhibo Chen, Weiping Li:
  AI-GAN: Asynchronous interactive generative adversarial network for single image rain removal. 107143

Handwriting and document analysis

• 
  Mohamed Ibn Khedher, Houda Jmila, Mounim A. El-Yacoubi:
  Automatic processing of Historical Arabic Documents: A comprehensive Survey. 107144

Clustering

• 
  Tong Wu:
  Graph regularized low-rank representation for submodule clustering. 107145

Classifiers and classification

• 
  Roghayeh Soleymani, Eric Granger, Giorgio Fumera:
  F-measure curves: A tool to visualize classifier performance under imbalance. 107146

Objects and image analysis

• 
  Yanfei Wang, Fei Huang, Yuejie Zhang, Rui Feng, Tao Zhang, Weiguo Fan:
  Deep cascaded cross-modal correlation learning for fine-grained sketch-based image retrieval. 107148
• 
  Wenchi Ma, Yuanwei Wu, Feng Cen, Guanghui Wang:
  MDFN: Multi-scale deep feature learning network for object detection. 107149

Clustering

• 
  Zhenyu Weng, Yuesheng Zhu:
  Concatenation hashing: A relative position preserving method for learning binary codes. 107151

Objects and image analysis

• 
  Benson S. Y. Lam, Amanda M. Y. Chu, H. Yan:
  Statistical bootstrap-based principal mode component analysis for dynamic background subtraction. 107153

Special Section on Ensemble Deep Learning

• 
  Xin Zheng, Huaibo Huang, Yanqing Guo, Bo Wang, Ran He:
  BLAN: Bi-directional ladder attentive network for facial attribute prediction. 107155

Machine learning

• 
  Jonathan Gordon, José Miguel Hernández-Lobato:
  Combining deep generative and discriminative models for Bayesian semi-supervised learning. 107156
• 
  Bo Huang, Tingfa Xu, Jianan Li, Ziyi Shen, Yiwen Chen:
  Transfer learning-based discriminative correlation filter for visual tracking. 107157

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

• 
  Yan Tian, Guohua Cheng, Judith Gelernter, Shihao Yu, Chao Song, Bailin Yang:
  Joint temporal context exploitation and active learning for video segmentation. 107158

Various applications

• 
  Wissam J. Baddar, Yong Man Ro:
  Encoding features robust to unseen modes of variation with attentive long short-term memory. 107159

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

• 
  Shichao Zhou, Chenwei Deng, Zhengquan Piao, Baojun Zhao:
  Few-shot traffic sign recognition with clustering inductive bias and random neural network. 107160

Features

• 
  Abner M. C. Araújo, Manuel M. Oliveira:
  Connectivity-based cylinder detection in unorganized point clouds. 107161

Special Section on Ensemble Deep Learning

• 
  Yakun Ju, Xinghui Dong, Yingyu Wang, Lin Qi, Junyu Dong:
  A dual-cue network for multispectral photometric stereo. 107162

Special Section on Domain Adaptation for Visual Understanding

• 
  Vanika Singhal, Angshul Majumdar:
  A domain adaptation approach to solve inverse problems in imaging via coupled deep dictionary learning. 107163

Objects and image analysis

• 
  Hakan Cevikalp, Burak Benligiray, Ömer Nezih Gerek:
  Semi-supervised robust deep neural networks for multi-label image classification. 107164

Features

• 
  Shiqi Liu, Jingxin Liu, Qian Zhao, Xiangyong Cao, Huibin Li, Deyu Meng, Hongying Meng, Sheng Liu:
  Discovering influential factors in variational autoencoders. 107166

Classifiers and classification

• 
  Bingbing Zhang, Qilong Wang, Xiaoxiao Lu, Fasheng Wang, Peihua Li:
  Locality-constrained affine subspace coding for image classification and retrieval. 107167

Objects and image analysis

• 
  Yiqing Shi, Wenzhong Guo, Yuzhen Niu, Jiamei Zhan:
  No-reference stereoscopic image quality assessment using a multi-task CNN and registered distortion representation. 107168

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

• 
  Yafu Xiao, Jing Li, Bo Du, Jia Wu, Jun Chang, Wenfan Zhang:
  MeMu: Metric correlation Siamese network and multi-class negative sampling for visual tracking. 107170

Objects and image analysis

• 
  Dongming Wei, Lichi Zhang, Zhengwang Wu, Xiaohuan Cao, Gang Li, Dinggang Shen, Qian Wang:
  Deep morphological simplification network (MS-Net) for guided registration of brain magnetic resonance images. 107171
• 
  Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, Hocine Cherifi:
  No-reference mesh visual quality assessment via ensemble of convolutional neural networks and compact multi-linear pooling. 107174

Machine learning

• 
  Ming Zhang, Sheheryar Khan, Hong Yan:
  Deep eigen-filters for face recognition: Feature representation via unsupervised multi-structure filter learning. 107176

Special Section on Domain Adaptation for Visual Understanding

• 
  Peipei Li, Yibo Hu, Xiang Wu, Ran He, Zhenan Sun:
  Deep label refinement for age estimation. 107178

Data science and big data

• 
  Michael K. Ng, Xiongjun Zhang, Xi-Le Zhao:
  Patched-tube unitary transform for robust tensor completion. 107181

Various applications

• 
  Chenchen Zhao, Yeqiang Qian, Ming Yang:
  Monocular pedestrian orientation estimation based on deep 2D-3D feedforward. 107182

Features

• 
  Sheng Ao, Yulan Guo, Jindong Tian, Yong Tian, Dong Li:
  A repeatable and robust local reference frame for 3D surface matching. 107186