Pattern Recognition, Volume 120

Volume 120, December 2021

Face and biometrics

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  Mahdi Jampour, Saeid Abbaasi, Malihe Javidi:
  CapsNet regularization and its conjugation with ResNet for signature identification. 107851

Bio-medical patterns

• 
  Ruohan Zhao, Qin Li, Jianrong Wu, Jane You:
  A nested U-shape network with multi-scale upsample attention for robust retinal vascular segmentation. 107998

Machine learning

• 
  Xiaohong Wang, Xudong Jiang, Henghui Ding, Yuqian Zhao, Jun Liu:
  Knowledge-aware deep framework for collaborative skin lesion segmentation and melanoma recognition. 108075

Objects and image analysis

• 
  Pei Wang, Wei Sun, Qingsen Yan, Axi Niu, Rui Li, Yu Zhu, Jinqiu Sun, Yanning Zhang:
  Non-uniform motion deblurring with blurry component divided guidance. 108082
• 
  Ge Song, Xiaoyang Tan, Jun Zhao, Ming Yang:
  Deep robust multilevel semantic hashing for multi-label cross-modal retrieval. 108084

Machine learning

• 
  Berk Görgülü, Mustafa Gökçe Baydogan:
  Randomized trees for time series representation and similarity. 108097

Kernel methods and manifold learning

• 
  Meng Jian, Jingjing Guo, Chenlin Zhang, Ting Jia, Lifang Wu, Xun Yang, Lina Huo:
  Semantic manifold modularization-based ranking for image recommendation. 108100

Special Section on Conformal and Probabilistic Prediction with Applications Edited by Marco Cristani, Alexander Gammerman, Vladimir Vovk

• 
  Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau:
  Copula-based conformal prediction for multi-target regression. 108101

Machine learning

• 
  Xiao Bai, Xiang Wang, Xianglong Liu, Qiang Liu, Jingkuan Song, Nicu Sebe, Been Kim:
  Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments. 108102

Various applications

• 
  Kai Xuan, Liping Si, Lichi Zhang, Zhong Xue, Yining Jiao, Weiwu Yao, Dinggang Shen, Dijia Wu, Qian Wang:
  Reducing magnetic resonance image spacing by learning without ground-truth. 108103

Bio-medical patterns

• 
  Xiaoling Luo, Zuhui Pu, Yong Xu, Wai Keung Wong, Jingyong Su, Xiaoyan Dou, Baikang Ye, Jiying Hu, Lisha Mou:
  MVDRNet: Multi-view diabetic retinopathy detection by combining DCNNs and attention mechanisms. 108104

Objects and image analysis

• 
  Moshiur R. Farazi, Salman H. Khan, Nick Barnes:
  Accuracy vs. complexity: A trade-off in visual question answering models. 108106

Face and biometrics

• 
  Qianfen Jiao, Rui Li, Wenming Cao, Jian Zhong, Si Wu, Hau-San Wong:
  DDAT: Dual domain adaptive translation for low-resolution face verification in the wild. 108107

Special Section on Meta-learning for Image/Video Segmentation;Edited by Huimin Lu, Dong Wang, Pin-Han Ho, Mohsen Guizani,

• 
  Rishav Singh, Vandana Bharti, Vishal Purohit, Abhinav Kumar, Amit Kumar Singh, Sanjay Kumar Singh:
  MetaMed: Few-shot medical image classification using gradient-based meta-learning. 108111

Regular papers

• 
  Bin Gu, Charles X. Ling:
  Generalized error path algorithm. 108112
• 
  Bing Yang, Yan Kang, Lan Zhang, Hao Li:
  GGAC: Multi-relational image gated GCN with attention convolutional binary neural tree for identifying disease with chest X-rays. 108113
• 
  Michal Koziarski:
  Potential Anchoring for imbalanced data classification. 108114
• 
  Antonella Mensi, Manuele Bicego:
  Enhanced anomaly scores for isolation forests. 108115
• 
  Shuai Li, Jiaying Shi, Wenfeng Song, Aimin Hao, Hong Qin:
  Hierarchical Object Relationship Constrained Monocular Depth Estimation. 108116
• 
  Yuyuan Zeng, Tao Dai, Bin Chen, Shu-Tao Xia, Jian Lu:
  Correlation-based structural dropout for convolutional neural networks. 108117
• 
  Geonuk Kim, Honggyu Jung, Seong-Whan Lee:
  Spatial reasoning for few-shot object detection. 108118

Objects and image analysis

• 
  Zongji Zhao, Sanyuan Zhao, Jianbing Shen:
  Real-time and light-weighted unsupervised video object segmentation network. 108120

Regular papers

• 
  Haitao Liu, Yew-Soon Ong, Xiaomo Jiang, Xiaofang Wang:
  Modulating scalable Gaussian processes for expressive statistical learning. 108121
• 
  Wei Jia, Wei Xia, Bob Zhang, Yang Zhao, Lunke Fei, Wenxiong Kang, Di Huang, Guodong Guo:
  A survey on dorsal hand vein biometrics. 108122

Special Section on Graph-based Methods for Large Scale Financial and Business Data Analysis Edited by Lu Bai, Lixin Cui, Luca Rossi, Jian Tang, Guandong Xu, Junchi Yan, Philip Yu, Zhihong Zhang

• 
  Jianjia Wang, Xingchen Guo, Weimin Li, Xing Wu, Zhihong Zhang, Edwin R. Hancock:
  Statistical mechanical analysis for unweighted and weighted stock market networks. 108123

Special Section on Meta-learning for Image/Video Segmentation;Edited by Huimin Lu, Dong Wang, Pin-Han Ho, Mohsen Guizani,

• 
  Xinjian Gao, Yang Wang, Jun Cheng, Mingliang Xu, Meng Wang:
  Meta-learning based relation and representation learning networks for single-image deraining. 108124

Special Section on Graph-based Methods for Large Scale Financial and Business Data Analysis Edited by Lu Bai, Lixin Cui, Luca Rossi, Jian Tang, Guandong Xu, Junchi Yan, Philip Yu, Zhihong Zhang

• 
  Lixiang Xu, Lixin Cui, Thomas Weise, Xinlu Li, Zhize Wu, Feiping Nie, Enhong Chen, Yuanyan Tang:
  Semi-supervised multi-Layer convolution kernel learning in credit evaluation. 108125

Classifiers and classification

• 
  Kyoungok Kim:
  Normalized class coherence change-based kNN for classification of imbalanced data. 108126

Features

• 
  Qicheng Lao, Mehrzad Mortazavi, Marzieh Tahaei, Francis Dutil, Thomas Fevens, Mohammad Havaei:
  FoCL: Feature-oriented continual learning for generative models. 108127

Objects and image analysis

• 
  Yiyao Zhou, Rui Chen, Yiqiang Zhao, Xiding Ai, Guoqing Zhou:
  Point cloud denoising using non-local collaborative projections. 108128
• 
  Baojie Fan, Yang Cong, Jiandong Tian, Yandong Tang:
  Dynamic and reliable subtask tracker with general schatten p-norm regularization. 108129

Regular papers

• 
  Peng Gang Sun, Qiguang Miao, Steffen Staab:
  Community-based k-shell decomposition for identifying influential spreaders. 108130
• 
  Mohammed Ayoub Alaoui Mhamdi, Djemel Ziou:
  3D object recognition through a size function resulting from an invariant topological feature. 108131
• 
  Pau Riba, Andreas Fischer, Josep Lladós, Alicia Fornés:
  Learning graph edit distance by graph neural networks. 108132
• 
  Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori:
  Deep neural networks ensemble to detect COVID-19 from CT scans. 108135
• 
  Luca Rossi, Marina Paolanti, Roberto Pierdicca, Emanuele Frontoni:
  Human trajectory prediction and generation using LSTM models and GANs. 108136

Machine learning

• 
  Ping Zhang, Guixia Liu, Wanfu Gao, Jiazhi Song:
  Multi-label feature selection considering label supplementation. 108137

Bio-medical patterns

• 
  Yan Zheng, Yuchen Zheng, Daiki Suehiro, Seiichi Uchida:
  Top-rank convolutional neural network and its application to medical image-based diagnosis. 108138

Regular papers

• 
  Xiaoyan Fei, Shichong Zhou, Xiangmin Han, Jun Wang, Shihui Ying, Cai Chang, Weijun Zhou, Jun Shi:
  Doubly supervised parameter transfer classifier for diagnosis of breast cancer with imbalanced ultrasound imaging modalities. 108139

Classifiers and classification

• 
  Lu Liu, Robby T. Tan:
  Certainty driven consistency loss on multi-teacher networks for semi-supervised learning. 108140

Regular papers

• 
  Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo, Pablo M. Olmos:
  Sparse semi-supervised heterogeneous interbattery bayesian analysis. 108141
• 
  Yesong Xu, Shuo Chen, Jun Li, Lei Luo, Jian Yang:
  Learnable low-rank latent dictionary for subspace clustering. 108142

Special Section on Meta-learning for Image/Video Segmentation;Edited by Huimin Lu, Dong Wang, Pin-Han Ho, Mohsen Guizani,

• 
  Yifan Wang, Wenbo Zhang, Lijun Wang, Fenghua Yang, Huchuan Lu:
  Temporal consistent portrait video segmentation. 108143

Special Section on Conformal and Probabilistic Prediction with Applications Edited by Marco Cristani, Alexander Gammerman, Vladimir Vovk

• 
  Igor Ilic, Berk Görgülü, Mucahit Cevik, Mustafa Gökçe Baydogan:
  Explainable boosted linear regression for time series forecasting. 108144

Special Section on Weakly Supervised Learning on Big Vision Data Edited by Wei-Shi Jason Zheng, Jiwen Lu, Jingyi Yu, Timothy Hospedales, Sergios Theodoridis, Kazuhiro Fukui,

• 
  Lianli Gao, Tangming Chen, Xiangpeng Li, Pengpeng Zeng, Lei Zhao, Yuan-Fang Li:
  Generalized pyramid co-attention with learnable aggregation net for video question answering. 108145

Kernel methods and manifold learning

• 
  Miaohua Zhang, Yongsheng Gao, Jun Zhou:
  A unified weight learning and low-rank regression model for robust complex error modeling. 108147

Machine learning

• 
  Kasun Bandara, Hansika Hewamalage, Yuan-Hao Liu, Yanfei Kang, Christoph Bergmeir:
  Improving the accuracy of global forecasting models using time series data augmentation. 108148

Regular papers

• 
  Rui Huang, Zhejun Wu:
  Multi-label feature selection via manifold regularization and dependence maximization. 108149
• 
  Ufuk Can Biçici, Lale Akarun:
  Conditional information gain networks as sparse mixture of experts. 108151
• 
  Margareta Ackerman, Shai Ben-David, Simina Brânzei, David Loker:
  Weighted clustering: Towards solving the user's dilemma. 108152

Machine learning

• 
  Wenfeng Zheng, Lirong Yin, Xiaobing Chen, Zhiyang Ma, Shan Liu, Bo Yang:
  Knowledge base graph embedding module design for Visual question answering model. 108153

Regular papers

• 
  Weichan Zhong, Xiaojun Chen, Qingyao Wu, Min Yang, Joshua Zhexue Huang:
  Selection of diverse features with a diverse regularization. 108154
• 
  Zhong Zhang, Haijia Zhang, Shuang Liu, Yuan Xie, Tariq S. Durrani:
  Part-guided graph convolution networks for person re-identification. 108155

Machine learning

• 
  Lei Wang, Meixiao Shen, Qian Chang, Ce Shi, Yang Chen, Yuheng Zhou, Yanchun Zhang, Jiantao Pu, Hao Chen:
  Automated delineation of corneal layers on OCT images using a boundary-guided CNN. 108158

Regular papers

• 
  Zhaohui Yang, Miaojing Shi, Chao Xu, Vittorio Ferrari, Yannis Avrithis:
  Training object detectors from few weakly-labeled and many unlabeled images. 108164

Special Section on AI for Combating COVID-2019 Edited by Jinshan Tang, Dinggang Shen, Xiang Bai, Karen Panetta, Sos Agaian

• 
  Nan Mu, Hongyu Wang, Yu Zhang, Jingfeng Jiang, Jinshan Tang:
  Progressive global perception and local polishing network for lung infection segmentation of COVID-19 CT images. 108168

Regular papers

• 
  Yuling Fan, Jinghua Liu, Peizhong Liu, Yongzhao Du, Weiyao Lan, Shunxiang Wu:
  Manifold learning with structured subspace for multi-label feature selection. 108169

Various applications

• 
  Yansong Gong, Fengchi Sun, Jing Yuan, Wenbin Zhu, Qinxuan Sun:
  A two-level framework for place recognition with 3D LiDAR based on spatial relation graph. 108171

Regular papers

• 
  Haozhi Cao, Yuecong Xu, Jianfei Yang, Kezhi Mao, Jianxiong Yin, Simon See:
  Effective action recognition with embedded key point shifts. 108172
• 
  Zahra Gharaee, Shreyas Kowshik, Oliver Stromann, Michael Felsberg:
  Graph representation learning for road type classification. 108174

Special Section on Conformal and Probabilistic Prediction with Applications Edited by Marco Cristani, Alexander Gammerman, Vladimir Vovk

• 
  Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
  Mixability of integral losses: A key to efficient online aggregation of functional and probabilistic forecasts. 108175

Regular papers

• 
  Yunjie Tian, Chang Liu, Lingxi Xie, Jianbin Jiao, Qixiang Ye:
  Discretization-aware architecture search. 108186

Special Section on Pattern Recognition Methods for Bridging the Vision-Language Gap in Multimodal Data Analysis Edited by Fumin Shen, Chunhua Shen, Qi Wu, Peng Wang, Chuang Gan

• 
  Jian Dong, Wankou Yang, Yazhou Yao, Fatih Porikli:
  Knowledge memorization and generation for action recognition in still images. 108188

Regular papers

• 
  Zhao Zhang, Shuxin Liu, Manhua Liu:
  A multi-task fully deep convolutional neural network for contactless fingerprint minutiae extraction. 108189
• 
  Zebin Yang, Aijun Zhang, Agus Sudjianto:
  GAMI-Net: An explainable neural network based on generalized additive models with structured interactions. 108192