Pattern Recognition, Volume 111

Volume 111, March 2021

Features

• 
  Qing Li, Cheng Wang, Xin Li, Chenglu Wen:
  FeatFlow: Learning geometric features for 3D motion estimation. 107574

Classifiers and classification

• 
  Gregg Belous, Andrew Busch, Yongsheng Gao:
  Dual subspace discriminative projection learning. 107581

Objects and image analysis

• 
  Jigang Tang, Songbin Li, Peng Liu:
  A review of lane detection methods based on deep learning. 107623
• 
  Fangfang Liang, Lijuan Duan, Wei Ma, Yuanhua Qiao, Jun Miao, Qixiang Ye:
  Context-aware network for RGB-D salient object detection. 107630

Face and biometrics

• 
  Fei Wu, Xiao-Yuan Jing, Yujian Feng, Yi-mu Ji, Ruchuan Wang:
  Spectrum-aware discriminative deep feature learning for multi-spectral face recognition. 107632

Classifiers and classification

• 
  Quanhua Zhao, Shuhan Jia, Yu Li:
  Hyperspectral remote sensing image classification based on tighter random projection with minimal intra-class variance algorithm. 107635

Various applications

• 
  Yuhui Quan, Yixin Chen, Yizhen Shao, Huan Teng, Yong Xu, Hui Ji:
  Image denoising using complex-valued deep CNN. 107639

Machine learning

• 
  Alberto Torres-Barrán, Carlos M. Alaíz, José R. Dorronsoro:
  Faster SVM training via conjugate SMO. 107644

Kernel methods and manifold learning

• 
  Ali Pournemat, Peyman Adibi, Jocelyn Chanussot:
  Semisupervised charting for spectral multimodal manifold learning and alignment. 107645

Machine learning

• 
  Tianshu Chu, Qin Luo, Jie Yang, Xiaolin Huang:
  Mixed-precision quantized neural networks with progressively decreasing bitwidth. 107647

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

• 
  Haoran Zhang, Zhenzhen Hu, Wei Qin, Mingliang Xu, Meng Wang:
  Adversarial co-distillation learning for image recognition. 107659

Machine learning

• 
  Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
  Speed-up and multi-view extensions to subclass discriminant analysis. 107660
• 
  Kelum Gajamannage, Randy C. Paffenroth:
  Bounded manifold completion. 107661

Kernel methods and manifold learning

• 
  Arin Chaudhuri, Carol Sadek, Deovrat Kakde, Haoyu Wang, Wenhao Hu, Hansi Jiang, Seunghyun Kong, Yuewei Liao, Sergiy Peredriy:
  The trace kernel bandwidth criterion for support vector data description. 107662

Machine learning

• 
  Hyunki Lim, Dae-Won Kim:
  Pairwise dependence-based unsupervised feature selection. 107663

Features

• 
  Zaixing He, Mengtian Wu, Xinyue Zhao, Shuyou Zhang, Jianrong Tan:
  Representative null space LDA for discriminative dimensionality reduction. 107664
• 
  Junjun Jiang, Qing Ma, Xingyu Jiang, Jiayi Ma:
  Ranking list preservation for feature matching. 107665

Kernel methods and manifold learning

• 
  Daniel Carlos Guimarães Pedronette, Lucas Pascotti Valem, Ricardo da Silva Torres:
  A BFS-Tree of ranking references for unsupervised manifold learning. 107666

Objects and image analysis

• 
  Jimmy Francky Randrianasoa, Pierre Cettour-Janet, Camille Kurtz, Eric Desjardin, Pierre Gançarski, Nathalie Bednarek, François Rousseau, Nicolas Passat:
  Supervised quality evaluation of binary partition trees for object segmentation. 107667

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

• 
  Lixiang Xu, Lu Bai, Xiaoyi Jiang, Ming Tan, Daoqiang Zhang, Bin Luo:
  Deep Rényi entropy graph kernel. 107668

Objects and image analysis

• 
  Zhao Pei, Min Jin, Yanning Zhang, Miao Ma, Yee-Hong Yang:
  All-in-focus synthetic aperture imaging using generative adversarial network-based semantic inpainting. 107669
• 
  Usman Ali, Ikhyun Lee, Muhammad Tariq Mahmood:
  Guided image filtering in shape-from-focus: A comparative analysis. 107670
• 
  Ao Luo, Fan Yang, Xin Li, Rui Huang, Hong Cheng:
  EKENet: Efficient knowledge enhanced network for real-time scene parsing. 107671

Classifiers and classification

• 
  Ju-Youn Park, Jong-Hwan Kim:
  Online incremental hierarchical classification resonance network. 107672

Structural pattern recognition, network and graph methods

• 
  Zheng Wang, Feiping Nie, Rong Wang, Hui Yang, Xuelong Li:
  Local structured feature learning with dynamic maximum entropy graph. 107673

Classifiers and classification

• 
  Huan Zhang, Liangxiao Jiang, Liangjun Yu:
  Attribute and instance weighted naive Bayes. 107674
• 
  Zhongchen Ma, Songcan Chen:
  Expand globally, shrink locally: Discriminant multi-label learning with missing labels. 107675

Clustering

• 
  Jiaqi Ma, Yipeng Zhang, Lefei Zhang:
  Discriminative subspace matrix factorization for multiview data clustering. 107676

Various applications

• 
  Ping Li, Qinghao Ye, Luming Zhang, Li Yuan, Xianghua Xu, Ling Shao:
  Exploring global diverse attention via pairwise temporal relation for video summarization. 107677

Clustering

• 
  Jianwei Zheng, Ping Yang, Guojiang Shen, Shengyong Chen, Wei Zhang:
  Enhanced low-rank constraint for temporal subspace clustering and its acceleration scheme. 107678

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

• 
  Shao-Chuan Zhao, Tianyang Xu, Xiao-Jun Wu, Xuefeng Zhu:
  Adaptive feature fusion for visual object tracking. 107679

Classifiers and classification

• 
  Pawel Trajdos, Robert Burduk:
  Linear classifier combination via multiple potential functions. 107681

Clustering

• 
  Siyuan Peng, Wee Ser, Badong Chen, Zhiping Lin:
  Robust semi-supervised nonnegative matrix factorization for image clustering. 107683

Handwriting and document analysis

• 
  Chixiang Ma, Lei Sun, Zhuoyao Zhong, Qiang Huo:
  ReLaText: Exploiting visual relationships for arbitrary-shaped scene text detection with graph convolutional networks. 107684

Features

• 
  Hong-Jie Xing, Ya-Jie Liu, Zi-Chuan He:
  Robust sparse coding for one-class classification based on correntropy and logarithmic penalty function. 107685

Bio-medical patterns

• 
  Min Wu, Ting Wan, Xiongbo Wan, Zelin Fang, Yu-xiao Du:
  A new localization method for epileptic seizure onset zones based on time-frequency and clustering analysis. 107687

Objects and image analysis

• 
  Xiaoqiang Hu, Dan Wei, Ziyang Wang, Jianglin Shen, Hongjuan Ren:
  Hypergraph video pedestrian re-identification based on posture structure relationship and action constraints. 107688

Face and biometrics

• 
  Haoyang Li, Heng Li, Hansong Zhang, Wei Yuan:
  Black-box attack against handwritten signature verification with region-restricted adversarial perturbations. 107689

Structural pattern recognition, network and graph methods

• 
  Yuhe Zhang, Chunhui Li, Bao Guo, Chenhao Guo, Shunli Zhang:
  KDD: A kernel density based descriptor for 3D point clouds. 107691

Special Section on Scene Text Reading and its Applications

• 
  Qingxiang Lin, Canjie Luo, Lianwen Jin, Songxuan Lai:
  STAN: A sequential transformation attention-based network for scene text recognition. 107692

Features

• 
  Dong Wei, Yongjun Zhang, Chang Li:
  Robust line segment matching via reweighted random walks on the homography graph. 107693

Human movements and activities

• 
  Hyunjun Eun, Jinyoung Moon, Jongyoul Park, Chanho Jung, Changick Kim:
  Temporal filtering networks for online action detection. 107695

Face and biometrics

• 
  Weicheng Xie, Wenting Chen, Linlin Shen, Jinming Duan, Meng Yang:
  Surrogate network-based sparseness hyper-parameter optimization for deep expression recognition. 107701

Machine learning

• 
  Yunbin Tu, Chang Zhou, Junjun Guo, Shengxiang Gao, Zhengtao Yu:
  Enhancing the alignment between target words and corresponding frames for video captioning. 107702

Face and biometrics

• 
  Shuyi Li, Bob Zhang, Lunke Fei, Shuping Zhao:
  Joint discriminative feature learning for multimodal finger recognition. 107704

Various applications

• 
  Jianfeng Ren, Xudong Jiang:
  A three-step classification framework to handle complex data distribution for radar UAV detection. 107709

Handwriting and document analysis

• 
  Zi-Rui Wang, Jun Du:
  Joint architecture and knowledge distillation in CNN for Chinese text recognition. 107722

Classifiers and classification

• 
  Nicolás García-Pedrajas, Juan Antonio Romero del Castillo, Gonzalo Cerruela García:
  SI(FS)2: Fast simultaneous instance and feature selection for datasets with many features. 107723

Face and biometrics

• 
  Chang-Hui Hu, Jian Yu, Fei Wu, Yang Zhang, Xiao-Yuan Jing, Xiaobo Lu, Pan Liu:
  Face illumination recovery for the deep learning feature under severe illumination variations. 107724

Data science and big data

• 
  Lu Wang, Jie Yang, Masoumeh Zareapoor, Zhonglong Zheng:
  Cluster-wise unsupervised hashing for cross-modal similarity search. 107732

Various applications

• 
  Peiyi Wang, Lin You, Gengran Hu, Liqin Hu, Zhihua Jian, Chaoping Xing:
  Biometric key generation based on generated intervals and two-layer error correcting technique. 107733

Face and biometrics

• 
  Muhammad Shahzad, Song Wang, Guang Deng, Wencheng Yang:
  Alignment-free cancelable fingerprint templates with dual protection. 107735

Objects and image analysis

• 
  Feng Cen, Xiaoyu Zhao, Wuzhuang Li, Guanghui Wang:
  Deep feature augmentation for occluded image classification. 107737

Features

• 
  Zepeng Wang, Derong Chen, Jiulu Gong, Changyuan Wang:
  Fast high-precision ellipse detection method. 107741