Pattern Recognition, Volume 110

Volume 110, February 2021

Special Section on Explainable Deep Learning for Efficient and Robust Pattern Recognition

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  Xingjun Ma, Yuhao Niu, Lin Gu, Yisen Wang, Yitian Zhao, James Bailey, Feng Lu:
  Understanding adversarial attacks on deep learning based medical image analysis systems. 107332

Special Section on Scene Text Reading and its Applications

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  Yixing Zhu, Jun Du:
  TextMountain: Accurate scene text detection via instance segmentation. 107336

Special Section on Explainable Deep Learning for Efficient and Robust Pattern Recognition

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  Yue He, Zheyan Shen, Peng Cui:
  Towards Non-I.I.D. image classification: A dataset and baselines. 107383
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  Lianli Gao, Daiyuan Chen, Zhou Zhao, Jie Shao, Heng Tao Shen:
  Lightweight dynamic conditional GAN with pyramid attention for text-to-image synthesis. 107384
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  Catarina Barata, M. Emre Celebi, Jorge S. Marques:
  Explainable skin lesion diagnosis using taxonomies. 107413
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  Wanyin Wu, Dapeng Tao, Hao Li, Zhao Yang, Jun Cheng:
  Deep features for person re-identification on metric learning. 107424
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  Jie Luo, Jia Zhao, Bin Wen, Yuhang Zhang:
  Explaining the semantics capturing capability of scene graph generation models. 107427
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  Cagri Kaplan, Abdullah Bulbul:
  Goal driven network pruning for object recognition. 107468
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  Jiejie Zhao, Bowen Du, Leilei Sun, Weifeng Lv, Yanchi Liu, Hui Xiong:
  Deep multi-task learning with relational attention for business success prediction. 107469

Special Section on Pattern Recognition Methods for Bridging the Vision-Language Gap in Multimodal Data Analysis

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  Zongwen Bai, Ying Li, Marcin Wozniak, Meili Zhou, Di Li:
  DecomVQANet: Decomposing visual question answering deep network via tensor decomposition and regression. 107538

Special Section on Weakly Supervised Learning on Big Vision Data

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  Guangwei Gao, Yi Yu, Jin Xie, Jian Yang, Meng Yang, Jian Zhang:
  Constructing multilayer locality-constrained matrix regression framework for noise robust face super-resolution. 107539
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  Lin Zuo, Mengmeng Jing, Jingjing Li, Lei Zhu, Ke Lu, Yang Yang:
  Challenging tough samples in unsupervised domain adaptation. 107540
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  Haibin Yan, Chaohui Song:
  Multi-scale deep relational reasoning for facial kinship verification. 107541

Classifiers and classification

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  Yingxue Xu, Guihua Wen, Yang Hu, Mingnan Luo, Dan Dai, Yishan Zhuang, Wendy Hall:
  Multiple attentional pyramid networks for Chinese herbal recognition. 107558

Special Section on Pattern Recognition Methods for Bridging the Vision-Language Gap in Multimodal Data Analysis

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  Dingwen Zhang, Guohai Huang, Qiang Zhang, Jungong Han, Junwei Han, Yizhou Yu:
  Cross-modality deep feature learning for brain tumor segmentation. 107562
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  Yanlong Dong, Ying Zhang, Lin Ma, Zhi Wang, Jiebo Luo:
  Unsupervised text-to-image synthesis. 107573

Objects and image analysis

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  Yingjie Yin, De Xu, Xingang Wang, Lei Zhang:
  AGUnet: Annotation-guided U-net for fast one-shot video object segmentation. 107580

Special Section on Explainable Deep Learning for Efficient and Robust Pattern Recognition

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  Debang Li, Junge Zhang, Kaiqi Huang:
  Universal adversarial perturbations against object detection. 107584
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  Carlos Santiago, Catarina Barata, Michele Sasdelli, Gustavo Carneiro, Jacinto C. Nascimento:
  LOW: Training deep neural networks by learning optimal sample weights. 107585
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  Badri N. Patro, Anupriy, Vinay P. Namboodiri:
  Probabilistic framework for solving visual dialog. 107586

Objects and image analysis

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  Hao Wang, Qilong Wang, Peihua Li, Wangmeng Zuo:
  Multi-scale structural kernel representation for object detection. 107593

Special Section on Explainable Deep Learning for Efficient and Robust Pattern Recognition

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  Marin Orsic, Sinisa Segvic:
  Efficient semantic segmentation with pyramidal fusion. 107611

Special Section on AI for Combating COVID-2019

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  Zheng Wang, Ying Xiao, Yong Li, Jie Zhang, Fanggen Lu, Muzhou Hou, Xiaowei Liu:
  Automatically discriminating and localizing COVID-19 from community-acquired pneumonia on chest X-rays. 107613

Special Section on Modeling and Learning for Matching: Models, Methods and Applications

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  Hui Li, Jimin Xiao, Mingjie Sun, Eng Gee Lim, Yao Zhao:
  Progressive sample mining and representation learning for one-shot person re-identification. 107614

Special Section on Weakly Supervised Learning on Big Vision Data

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  Ran He, Yi Li, Xiang Wu, Lingxiao Song, Zhenhua Chai, Xiaolin Wei:
  Coupled adversarial learning for semi-supervised heterogeneous face recognition. 107618

Special Section on Modeling and Learning for Matching: Models, Methods and Applications

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  Xiaobin Zhu, Zhuangzi Li, Jungang Lou, Qing Shen:
  Video super-resolution based on a spatio-temporal matching network. 107619

Special Section on Pattern Recognition Methods for Bridging the Vision-Language Gap in Multimodal Data Analysis

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  Zeren Sun, Yazhou Yao, Jimin Xiao, Lei Zhang, Jian Zhang, Zhenmin Tang:
  Exploiting textual queries for dynamically visual disambiguation. 107620

Objects and image analysis

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  Xuhang Lian, Yanwei Pang, Jungong Han, Jing Pan:
  Cascaded hierarchical atrous spatial pyramid pooling module for semantic segmentation. 107622

Clustering

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  Jayasree Saha, Jayanta Mukherjee:
  CNAK: Cluster number assisted K-means. 107625

Various applications

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  Yixin Wang, Shuang Qiu, Xuelin Ma, Huiguang He:
  A prototype-based SPD matrix network for domain adaptation EEG emotion recognition. 107626

Clustering

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  Zhao Kang, Chong Peng, Qiang Cheng, Xinwang Liu, Xi Peng, Zenglin Xu, Ling Tian:
  Structured graph learning for clustering and semi-supervised classification. 107627
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  Supratim Manna, Jessy Rimaya Khonglah, Anirban Mukherjee, Goutam Saha:
  Robust kernelized graph-based learning. 107628

Data science and big data

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  Fatma Ben Said, Adel M. Alimi:
  Online feature selection system for big data classification based on multi-objective automated negotiation. 107629

Human movements and activities

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  Catarina Barata, Jacinto C. Nascimento, João Miranda Lemos, Jorge S. Marques:
  Sparse motion fields for trajectory prediction. 107631

Classifiers and classification

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  Siyang Deng, Wei Xia, Quanxue Gao, Xinbo Gao:
  Cross-view classification by joint adversarial learning and class-specificity distribution. 107633

Machine learning

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  Arash Abdi, Mohammad Rahmati, Mohammad M. Ebadzadeh:
  Entropy based dictionary learning for image classification. 107634

Handwriting and document analysis

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  Wei Wei, Zanbo Wang, Xianling Mao, Guangyou Zhou, Pan Zhou, Sheng Jiang:
  Position-aware self-attention based neural sequence labeling. 107636

Structural pattern recognition, network and graph methods

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  Song Bai, Feihu Zhang, Philip H. S. Torr:
  Hypergraph convolution and hypergraph attention. 107637

Machine learning

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  Baoyao Yang, Pong C. Yuen:
  Learning adaptive geometry for unsupervised domain adaptation. 107638

Data science and big data

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  Zhenguo Yang, Qing Li, Haoran Xie, Qi Wang, Wenyin Liu:
  Learning representation from multiple media domains for enhanced event discovery. 107640

Classifiers and classification

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  Yifan Liang, Chang Liu, Han-Rui Wang, KunHong Liu, Jun-Feng Yao, Yingying She, Guiming Dai, Yuna Okina:
  A novel error-correcting output codes based on genetic programming and ternary digit operators. 107642

Machine learning

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  Dae Ha Kim, Byung Cheol Song:
  Virtual sample-based deep metric learning using discriminant analysis. 107643
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  Wei Li, Li Fan, Zhenyu Wang, Chao Ma, Xiaohui Cui:
  Tackling mode collapse in multi-generator GANs with orthogonal vectors. 107646

Classifiers and classification

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  Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
  Multimodal subspace support vector data description. 107648

Machine learning

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  Carlos Eduardo da Silva Santos, Renato Coral Sampaio, Leandro dos Santos Coelho, Guillermo Alvarez Bestard, Carlos Humberto Llanos Quintero:
  Multi-objective adaptive differential evolution for SVM/SVR hyperparameters selection. 107649

Special Section on Scene Text Reading and its Applications

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  Andrés Mafla, Rubèn Tito, Sounak Dey, Lluís Gómez, Marçal Rusiñol, Ernest Valveny, Dimosthenis Karatzas:
  Real-time Lexicon-free Scene Text Retrieval. 107656

Objects and image analysis

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  Qing Zhang, Chuan Lin, Fuzhang Li:
  Application of binocular disparity and receptive field dynamics: A biologically-inspired model for contour detection. 107657

Special Section on Deep relational learning in visual recognition, understanding, and reasoning

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  Weifeng Liu, Jinfeng Li, Bao-Di Liu, Weili Guan, Yicong Zhou, Changsheng Xu:
  Unified Cross-domain Classification via Geometric and Statistical Adaptations. 107658

Structural pattern recognition, network and graph methods

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  Pei Li, Xinde Li, Xianghui Li, Hong Pan, Mohammad Omar Khyam, Md. Noor-A-Rahim, Shuzhi Sam Ge:
  Place perception from the fusion of different image representation. 107680

Special Section on Weakly Supervised Learning on Big Vision Data

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  Yongxin Ge, Xiaolei Qin, Dan Yang, Martin Jägersand:
  Deep snippet selective network for weakly supervised temporal action localization. 107686