Pattern Recognition, Volume 123

Volume 123, March 2022

Regular papers

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  Roxana Bujack, Xinhua Zhang, Tomás Suk, David H. Rogers:
  Systematic generation of moment invariant bases for 2D and 3D tensor fields. 108313
• 
  Shuping Zhao, Jigang Wu, Bob Zhang, Lunke Fei:
  Low-rank inter-class sparsity based semi-flexible target least squares regression for feature representation. 108346
• 
  Fuxian Huang, Weichao Li, Jiabao Cui, Yongjian Fu, Xi Li:
  Unified curiosity-Driven learning with smoothed intrinsic reward estimation. 108352

Special Section on Machine Learning for Combinatorial Optimization and Its Applications

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  Zeren Huang, Kerong Wang, Furui Liu, Hui-Ling Zhen, Weinan Zhang, Mingxuan Yuan, Jianye Hao, Yong Yu, Jun Wang:
  Learning to select cuts for efficient mixed-integer programming. 108353

Machine learning

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  Qian Wang, Toby P. Breckon:
  Cross-domain structure preserving projection for heterogeneous domain adaptation. 108362

Regular papers

• 
  Yunqiu Lv, Bowen Liu, Jing Zhang, Yuchao Dai, Aixuan Li, Tong Zhang:
  Semi-supervised Active Salient Object Detection. 108364
• 
  Tianwen Zhang, Xiaoling Zhang:
  A polarization fusion network with geometric feature embedding for SAR ship classification. 108365
• 
  Hao Zhou, Yazhou Yang, Tingjin Luo, Jun Zhang, Shuohao Li:
  A unified deep sparse graph attention network for scene graph generation. 108367

Structural pattern recognition, network and graph methods

• 
  Hong Yang, Ling Chen, Shirui Pan, Haishuai Wang, Peng Zhang:
  Discrete embedding for attributed graphs. 108368

Classifiers and classification

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  Jie Yao, Dongdong Wang, Hao Hu, Weiwei Xing, Liqiang Wang:
  ADCNN: Towards learning adaptive dilation for convolutional neural networks. 108369

Regular papers

• 
  Sana Khamekhem Jemni, Mohamed Ali Souibgui, Yousri Kessentini, Alicia Fornés:
  Enhance to read better: A Multi-Task Adversarial Network for Handwritten Document Image Enhancement. 108370

Clustering

• 
  Jun Yin, Shiliang Sun:
  Incomplete multi-view clustering with cosine similarity. 108371

Classifiers and classification

• 
  Yanfei Su, Weiquan Liu, Zhimin Yuan, Ming Cheng, Zhihong Zhang, Xuelun Shen, Cheng Wang:
  DLA-Net: Learning dual local attention features for semantic segmentation of large-scale building facade point clouds. 108372

Regular papers

• 
  Teng Wang, Lin Wu, Changyin Sun:
  A coarse-to-fine approach for dynamic-to-static image translation. 108373
• 
  Liu Ying, Heng Fan, Xiaohui Yuan, Jinhai Xiang:
  GL-GAN: Adaptive global and local bilevel optimization for generative adversarial network. 108375
• 
  Yuwen Huang, Gongping Yang, Kuikui Wang, Haiying Liu, Yilong Yin:
  Robust multi-feature collective non-negative matrix factorization for ECG biometrics. 108376
• 
  Fei Yang, Jianfeng Ren, Zheng Lu, Jialu Zhang, Qian Zhang:
  Rain-component-aware capsule-GAN for single image de-raining. 108377
• 
  Steve Tsham Mpinda Ataky, Alessandro Lameiras Koerich:
  A novel bio-inspired texture descriptor based on biodiversity and taxonomic measures. 108382
• 
  Hao Chen, Ruonan Liu, Zongxia Xie, Qinghua Hu, Jianhua Dai, Junhai Zhai:
  Majorities help minorities: Hierarchical structure guided transfer learning for few-shot fault recognition. 108383

Objects and image analysis

• 
  Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu:
  Multi-level adversarial network for domain adaptive semantic segmentation. 108384

Classifiers and classification

• 
  Ye Zhang, Yi Hou, Kewei Ouyang, Shilin Zhou:
  Multi-scale signed recurrence plot based time series classification using inception architectural networks. 108385

Clustering

• 
  Jinyu Cai, Shiping Wang, Chaoyang Xu, Wenzhong Guo:
  Unsupervised deep clustering via contractive feature representation and focal loss. 108386

Regular papers

• 
  Esra Adiyeke, Mustafa Gökçe Baydogan:
  Semi-supervised extensions of multi-task tree ensembles. 108393

Face and biometrics

• 
  Ziyu Zhang, Feipeng Da, Yi Yu:
  Learning directly from synthetic point clouds for "in-the-wild" 3D face recognition. 108394

Regular papers

• 
  Derek S. Prijatelj, Mel McCurrie, Samuel E. Anthony, Walter J. Scheirer:
  A Bayesian evaluation framework for subjectively annotated visual recognition tasks. 108395
• 
  Shuanlong Niu, Bin Li, Xinggang Wang, Songping He, Yaru Peng:
  Defect attention template generation cycleGAN for weakly supervised surface defect segmentation. 108396

Special Section on Machine Learning for Combinatorial Optimization and Its Applications

• 
  Meiling Fang, Naser Damer, Florian Kirchbuchner, Arjan Kuijper:
  Real masks and spoof faces: On the masked face presentation attack detection. 108398
• 
  Mariko Tai, Mineichi Kudo, Akira Tanaka, Hideyuki Imai, Keigo Kimura:
  Kernelized Supervised Laplacian Eigenmap for Visualization and Classification of Multi-Label Data. 108399

Regular papers

• 
  Wenmeng Yu, Hua Xu:
  Co-attentive multi-task convolutional neural network for facial expression recognition. 108401
• 
  Zhiyuan Zou, Weibin Liu, Weiwei Xing:
  AdaNFF: A new method for adaptive nonnegative multi-feature fusion to scene classification. 108402

Special Section on AI for Combating COVID-2019

• 
  Shuo Liu, Jing Han, Estela Laporta Puyal, Spyridon Kontaxis, Shaoxiong Sun, Patrick Locatelli, Judith Dineley, Florian B. Pokorny, Gloria Dalla Costa, Letizia Leocani, Ana Isabel Guerrero, Carlos Nos, Ana Zabalza, Per Soelberg Sørensen, Mathias Buron, Melinda Magyari, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum L. Stewart, Amos A. Folarin, Richard J. B. Dobson, Raquel Bailón, Srinivasan Vairavan, Nicholas Cummins, Vaibhav A. Narayan, Matthew Hotopf, Giancarlo Comi, Björn W. Schuller, RADAR-CNS Consortium:
  Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder. 108403
• 
  Bakhtiar Amen, Syahirul Faiz, Thanh-Toan Do:
  Big data directed acyclic graph model for real-time COVID-19 twitter stream detection. 108404

Regular papers

• 
  Yibao Li, Qing Xia, Chaeyoung Lee, Sangkwon Kim, Junseok Kim:
  A robust and efficient fingerprint image restoration method based on a phase-field model. 108405
• 
  Robin Deléarde, Camille Kurtz, Laurent Wendling:
  Description and recognition of complex spatial configurations of object pairs with Force Banner 2D features. 108410
• 
  Abraham Montoya Obeso, Jenny Benois-Pineau, Mireya Saraí García-Vázquez, Alejandro Alvaro Ramírez-Acosta:
  Visual vs internal attention mechanisms in deep neural networks for image classification and object detection. 108411

Kernel methods and manifold learning

• 
  Nan Zhang, Shiliang Sun:
  Incomplete multiview nonnegative representation learning with multiple graphs. 108412

Objects and image analysis

• 
  Ge-Peng Ji, Lei Zhu, Mingchen Zhuge, Keren Fu:
  Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network. 108414

Regular papers

• 
  Tie-Qiang Wang, Xiaoyi Jiang, Cheng-Lin Liu:
  Query Pixel Guided Stroke Extraction with Model-Based Matching for Offline Handwritten Chinese Characters. 108416
• 
  Sikai Zhang, Zi-Qiang Lang:
  Orthogonal least squares based fast feature selection for linear classification. 108419

Various applications

• 
  Hedi Ben-Younes, Éloi Zablocki, Patrick Pérez, Matthieu Cord:
  Driving behavior explanation with multi-level fusion. 108421

Classifiers and classification

• 
  Fa Zhu, Junbin Gao, Jian Yang, Ning Ye:
  Neighborhood linear discriminant analysis. 108422