Pattern Recognition, Volume 121

Volume 121, January 2022

Regular papers

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  Hong Peng, Haiyan Wang, Yu Hu, Weiwei Zhou, Hongmin Cai:
  Multi-dimensional clustering through fusion of high-order similarities. 108108
• 
  Shibo Feng, Chen Xu, Yu Zuo, Guo Chen, Fan Lin, Jianbing Xiahou:
  Relation-aware dynamic attributed graph attention network for stocks recommendation. 108119

Special Section on Meta-learning for Image/Video Segmentation

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  Shaohua Wan, Songtao Ding, Chen Chen:
  Edge computing enabled video segmentation for real-time traffic monitoring in internet of vehicles. 108146

Regular papers

• 
  Shu Zhang, Youshen Xia:
  4D computed tomography super-resolution reconstruction based on tensor product and nuclear norm optimization. 108150
• 
  Jian Chen, Leiyao Liao, Wei Zhang, Lan Du:
  Mixture factor analysis with distance metric constraint for dimensionality reduction. 108156

Special Section on Meta-learning for Image/Video Segmentation

• 
  Jiang Xiao, Huichuwu Li, Hai Jin:
  Transtrack: Online meta-transfer learning and Otsu segmentation enabled wireless gesture tracking. 108157

Regular papers

• 
  Xin Jin, Yanping Xie, Xiu-Shen Wei, Borui Zhao, Zhao-Min Chen, Xiaoyang Tan:
  Delving deep into spatial pooling for squeeze-and-excitation networks. 108159

Special Section on Machine Learning for Combinatorial Optimization and Its Applications

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  Bo Jiang, Pengfei Sun, Bin Luo:
  GLMNet: Graph learning-matching convolutional networks for feature matching. 108167

Regular papers

• 
  Lei Shi, Yifan Zhang, Jian Cheng, Hanqing Lu:
  Action recognition via pose-based graph convolutional networks with intermediate dense supervision. 108170
• 
  Jiahua Dong, Yang Cong, Gan Sun, Tao Zhang:
  Lifelong robotic visual-tactile perception learning. 108176
• 
  Jianhua Xia, Jinbing Zhang, Yang Wang, Lixin Han, Hong Yan:
  WC-KNNG-PC: Watershed clustering based on k-nearest-neighbor graph and Pauta Criterion. 108177

Classifiers and classification

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  Naoya Sogi, Rui Zhu, Jing-Hao Xue, Kazuhiro Fukui:
  Constrained mutual convex cone method for image set based recognition. 108190

Regular papers

• 
  Yu-Lin He, Shengsheng Xu, Joshua Zhexue Huang:
  Creating synthetic minority class samples based on autoencoder extreme learning machine. 108191

Special Section on Conformal and Probabilistic Prediction with Applications

• 
  Vladimir V'yugin, Vladimir G. Trunov:
  Online aggregation of probability forecasts with confidence. 108193

Regular papers

• 
  Ann-Kathrin Dombrowski, Christopher J. Anders, Klaus-Robert Müller, Pan Kessel:
  Towards robust explanations for deep neural networks. 108194
• 
  Yuexuan An, Hui Xue:
  Indefinite twin support vector machine with DC functions programming. 108195
• 
  Xiaomeng Si, Qiyue Yin, Xiaojie Zhao, Li Yao:
  Consistent and diverse multi-View subspace clustering with structure constraint. 108196

Special Section on AI for Combating COVID-2019

• 
  Luca Romeo, Emanuele Frontoni:
  A Unified Hierarchical XGBoost model for classifying priorities for COVID-19 vaccination campaign. 108197

Regular papers

• 
  José A. Sáez, Emilio Corchado:
  ANCES: A novel method to repair attribute noise in classification problems. 108198

Structural pattern recognition, network and graph methods

• 
  Junran Peng, Haoquan Wang, Shaolong Yue, Zhaoxiang Zhang:
  Context-aware co-supervision for accurate object detection. 108199

Regular papers

• 
  Mohammad Mahmudul Alam, Mohammad Tariqul Islam, S. M. Mahbubur Rahman:
  Unified learning approach for egocentric hand gesture recognition and fingertip detection. 108200
• 
  Hang Zhang, Haili Li, Ning Chen, Shengfeng Chen, Jian Liu:
  Novel fuzzy clustering algorithm with variable multi-pixel fitting spatial information for image segmentation. 108201
• 
  Tina Behrouzi, Dimitrios Hatzinakos:
  Graph variational auto-encoder for deriving EEG-based graph embedding. 108202

Special Section on Graph-based Methods for Large Scale Financial and Business Data Analysis

• 
  Likang Wu, Zhi Li, Hongke Zhao, Qi Liu, Enhong Chen:
  Estimating fund-raising performance for start-up projects from a market graph perspective. 108204

Regular papers

• 
  Lorenzo Vaquero, Víctor M. Brea, Manuel Mucientes:
  Tracking more than 100 arbitrary objects at 25 FPS through deep learning. 108205
• 
  Lin Wang, Kuk-Jin Yoon:
  Semi-supervised student-teacher learning for single image super-resolution. 108206

Special Section on Meta-learning for Image/Video Segmentation

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  Muhammad Usman Yaseen, Ashiq Anjum, Giancarlo Fortino, Antonio Liotta, Amir Hussain:
  Cloud based scalable object recognition from video streams using orientation fusion and convolutional neural networks. 108207

Regular papers

• 
  Xi Yang, Jingyi Zhao, Ziyu Wei, Nannan Wang, Xinbo Gao:
  SAR-to-optical image translation based on improved CGAN. 108208
• 
  Yuanquan Xu, Cheolkon Jung, Yakun Chang:
  Head pose estimation using deep neural networks and 3D point clouds. 108210
• 
  Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens:
  Deep tree-ensembles for multi-output prediction. 108211

Objects and image analysis

• 
  Zhenyu Wu, Shuai Li, Chenglizhao Chen, Aimin Hao, Hong Qin:
  Recursive multi-model complementary deep fusion for robust salient object detection via parallel sub-networks. 108212

Regular papers

• 
  Jie Wang, Jiye Liang, Kaixuan Yao, Jianqing Liang, Dianhui Wang:
  Graph convolutional autoencoders with co-learning of graph structure and node attributes. 108215

Structural pattern recognition, network and graph methods

• 
  Xiaoke Ma, Shiyin Tan, Xianghua Xie, Xiaoxiong Zhong, Jingjing Deng:
  Joint multi-label learning and feature extraction for temporal link prediction. 108216

Special Section on Graph-based Methods for Large Scale Financial and Business Data Analysis

• 
  Dawei Cheng, Fangzhou Yang, Sheng Xiang, Jin Liu:
  Financial time series forecasting with multi-modality graph neural network. 108218

Classifiers and classification

• 
  Lianbo Zhang, Shaoli Huang, Wei Liu:
  Learning sequentially diversified representations for fine-grained categorization. 108219

Regular papers

• 
  Xiao Wang, Shaofei Zheng, Rui Yang, Aihua Zheng, Zhe Chen, Jin Tang, Bin Luo:
  Pedestrian attribute recognition: A survey. 108220

Features

• 
  Xuelun Shen, Cheng Wang, Xin Li, Yifan Peng, Zijian He, Chenglu Wen, Ming Cheng:
  Learning scale awareness in keypoint extraction and description. 108221

Regular papers

• 
  Aurele Tohokantche Gnanha, Wenming Cao, Xudong Mao, Si Wu, Hau-San Wong, Qing Li:
  The residual generator: An improved divergence minimization framework for GAN. 108222
• 
  Behnam Tavakkol, Jeongsub Choi, Myong Kee Jeong, Susan L. Albin:
  Object-based cluster validation with densities. 108223
• 
  Akrem Sellami, Salvatore Tabbone:
  Deep neural networks-based relevant latent representation learning for hyperspectral image classification. 108224
• 
  Yingchun Fan, Qichi Zhang, Yuliang Tang, Shaofeng Liu, Hong Han:
  Blitz-SLAM: A semantic SLAM in dynamic environments. 108225
• 
  Guangyu Jia, Hak-Keung Lam, Kaspar Althoefer:
  Variable weight algorithm for convolutional neural networks and its applications to classification of seizure phases and types. 108226
• 
  Tshepiso Mokoena, Turgay Çelik, Vukosi Marivate:
  Why is this an anomaly? Explaining anomalies using sequential explanations. 108227
• 
  Yang Zhao, Xiaohan Yu, Yongsheng Gao, Chunhua Shen:
  Learning discriminative region representation for person retrieval. 108229

Objects and image analysis

• 
  Ziyun Yang, Somayyeh Soltanian-Zadeh, Sina Farsiu:
  BiconNet: An edge-preserved connectivity-based approach for salient object detection. 108231

Regular papers

• 
  Yi Hao, Jie Li, Nannan Wang, Xiaoyu Wang, Xinbo Gao:
  Spatiotemporal consistency-enhanced network for video anomaly detection. 108232
• 
  Xianchao Zhang, Jie Mu, Xiaotong Zhang, Han Liu, Linlin Zong, Yuangang Li:
  Deep anomaly detection with self-supervised learning and adversarial training. 108234
• 
  Yueming Yin, Zhen Yang, Haifeng Hu, Xiaofu Wu:
  Universal multi-Source domain adaptation for image classification. 108238
• 
  Guile Wu, Xiatian Zhu, Shaogang Gong:
  Learning hybrid ranking representation for person re-identification. 108239

Special Section on AI for Combating COVID-2019

• 
  Valerio Guarrasi, Natascha Claudia D'Amico, Rosa Sicilia, Ermanno Cordelli, Paolo Soda:
  Pareto optimization of deep networks for COVID-19 diagnosis from chest X-rays. 108242

Face and biometrics

• 
  Huikai Shao, Dexing Zhong:
  Towards open-set touchless palmprint recognition via weight-based meta metric learning. 108247

Regular papers

• 
  Andrey V. Savchenko, Kirill V. Demochkin, Ivan S. Grechikhin:
  Preference prediction based on a photo gallery analysis with scene recognition and object detection. 108248
• 
  Huafeng Wang, Yaming Zhang, Wanquan Liu, Xianfeng Gu, Xin Jing, Zicheng Liu:
  A novel GCN-based point cloud classification model robust to pose variances. 108251
• 
  Simone Zamboni, Zekarias Tilahun Kefato, Sarunas Girdzijauskas, Christoffer Norén, Laura Dal Col:
  Pedestrian trajectory prediction with convolutional neural networks. 108252

Special Section on Machine Learning for Combinatorial Optimization and Its Applications

• 
  Junjie Sheng, Yiqiu Hu, Wenli Zhou, Lei Zhu, Bo Jin, Jun Wang, Xiangfeng Wang:
  Learning to schedule multi-NUMA virtual machines via reinforcement learning. 108254

Regular papers

• 
  Jiachen Li, Songhua Xu, Xueying Qin:
  A hierarchical model for learning to understand head gesture videos. 108256
• 
  Bikash Santra, Avishek Shaw, Dipti Prasad Mukherjee:
  Part-based annotation-free fine-grained classification of images of retail products. 108257
• 
  Junlong Li, Pei-Pei Li, Xuegang Hu, Kui Yu:
  Learning common and label-specific features for multi-Label classification with correlation information. 108259