Pattern Recognition, Volume 132

Volume 132, December 2022

Objects and image analysis

• 
  Zhixuan Liu, Wei-Shi Zheng:
  Learning multimodal relationship interaction for visual relationship detection. 108848

Various applications

• 
  Jie Yang, Yong Shi, Zhiquan Qi:
  Learning deep feature correspondence for unsupervised anomaly detection and segmentation. 108874

Classifiers and classification

• 
  Qiushi Shi, Minghui Hu, Ponnuthurai Nagaratnam Suganthan, Rakesh Katuwal:
  Weighting and pruning based ensemble deep random vector functional link network for tabular data classification. 108879

Human movements and activities

• 
  Jihoon Kim, Taehyun Byun, Seungyoun Shin, Jungdam Won, Sungjoon Choi:
  Conditional motion in-betweening. 108894

Classifiers and classification

• 
  Badri N. Patro, Anupriy, Vinay P. Namboodiri:
  Explanation vs. attention: A two-player game to obtain attention for VQA and visual dialog. 108898

Features

• 
  Qiwu Luo, Jiaojiao Su, Chunhua Yang, Olli Silvén, Li Liu:
  Scale-selective and noise-robust extended local binary pattern for texture classification. 108901

Various applications

• 
  Jichun Wang, Lemiao Qiu, Guodong Yi, Shuyou Zhang, Yang Wang:
  Multiple geometry representations for 6D object pose estimation in occluded or truncated scenes. 108903

Machine learning

• 
  Lirui Hu, Ning Wu, Xiao Li:
  Feature Nonlinear Transformation Non-Negative Matrix Factorization with Kullback-Leibler Divergence. 108906

Classifiers and classification

• 
  Chen Zhuang, Shaoli Huang, Gong Cheng, Jifeng Ning:
  Multi-criteria Selection of Rehearsal Samples for Continual Learning. 108907

Special Section on AI for Combating COVID-2019

• 
  Chao Wang, Xiaochen Wang, Zhongyuan Wang, Wenqian Zhu, Ruimin Hu:
  COVID-19 contact tracking by group activity trajectory recovery over camera networks. 108908

Objects and image analysis

• 
  Hao Shen, Zhong-Qiu Zhao, Wenrui Liao, Weidong Tian, De-Shuang Huang:
  Joint operation and attention block search for lightweight image restoration. 108909

Handwriting and document analysis

• 
  Chen Yang, Jun Du, Jianshu Zhang, Changjie Wu, Mingjun Chen, Jiajia Wu:
  Tree-based data augmentation and mutual learning for offline handwritten mathematical expression recognition. 108910

Objects and image analysis

• 
  Zongyao Li, Ren Togo, Takahiro Ogawa, Miki Haseyama:
  Learning intra-domain style-invariant representation for unsupervised domain adaptation of semantic segmentation. 108911

Machine learning

• 
  Wathiq Laftah Al-Yaseen, Ali Kadhum Idrees, Faezah Hamad Almasoudy:
  Wrapper feature selection method based differential evolution and extreme learning machine for intrusion detection system. 108912
• 
  Francesco Marchetti, Sabrina Guastavino, Michele Piana, Cristina Campi:
  Score-Oriented Loss (SOL) functions. 108913

Features

• 
  Yibao Li, Xin Song, Soobin Kwak, Junseok Kim:
  Weighted 3D volume reconstruction from series of slice data using a modified Allen-Cahn equation. 108914

Corrigendum

• 
  Shangshu Yu, Cheng Wang, Chenglu Wen, Ming Cheng, Minghao Liu, Zhihong Zhang, Xin Li:
  Corrigendum to "LiDAR-based localization using universal encoding and memory-aware regression" Pattern Recognition Volume 128 (2022) 108685. 108915

Classifiers and classification

• 
  Meng Yang, Lei Liao, Kangyin Ke, Guangwei Gao:
  Multi-feature sparse similar representation for person identification. 108916

Structural pattern recognition, network and graph methods

• 
  Yi Lin, Jichun Wu, Guobao Xiao, Junwen Guo, Geng Chen, Jiayi Ma:
  BSCA-Net: Bit Slicing Context Attention network for polyp segmentation. 108917

Machine learning

• 
  Weikai Li, Songcan Chen:
  Unsupervised domain adaptation with progressive adaptation of subspaces. 108918
• 
  Saba Dadsetan, Dooman Arefan, Wendie A. Berg, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu:
  Deep learning of longitudinal mammogram examinations for breast cancer risk prediction. 108919

Classifiers and classification

• 
  Francesco Marchetti, Emma Perracchione:
  Local-to-Global Support Vector Machines (LGSVMs). 108920

Objects and image analysis

• 
  Yangyang Shu, Qian Li, Lingqiao Liu, Guandong Xu:
  Privileged multi-task learning for attribute-aware aesthetic assessment. 108921

Kernel methods and manifold learning

• 
  Zhu Li, Adrián Pérez-Suay, Gustau Camps-Valls, Dino Sejdinovic:
  Kernel dependence regularizers and Gaussian processes with applications to algorithmic fairness. 108922

Classifiers and classification

• 
  Xiaoshuang Shi, Yifan Peng, Qingyu Chen, Tiarnan D. Keenan, Alisa T. Thavikulwat, Sungwon Lee, Yuxing Tang, Emily Y. Chew, Ronald M. Summers, Zhiyong Lu:
  Robust convolutional neural networks against adversarial attacks on medical images. 108923

Objects and image analysis

• 
  Yude Wang, Jie Zhang, Meina Kan, Shiguang Shan:
  Learning pseudo labels for semi-and-weakly supervised semantic segmentation. 108925

Machine learning

• 
  Long Chen, Feixiang Zhou, Shengke Wang, Junyu Dong, Ning Li, Haiping Ma, Xin Wang, Huiyu Zhou:
  SWIPENET: Object detection in noisy underwater scenes. 108926
• 
  Tristan Gomez, Suiyi Ling, Thomas Fréour, Harold Mouchère:
  BR-NPA: A non-parametric high-resolution attention model to improve the interpretability of attention. 108927
• 
  Xinyao Guo, Wei Wei, Jianqing Liang, Chuangyin Dang, Jiye Liang:
  Metric learning via perturbing hard-to-classify instances. 108928

Objects and image analysis

• 
  Meilong Xu, Linfeng Tang, Hao Zhang, Jiayi Ma:
  Infrared and visible image fusion via parallel scene and texture learning. 108929

Machine learning

• 
  Shervin Rahimzadeh Arashloo:
  ℓ_p-Norm Support Vector Data Description. 108930

Special Section on Open World Robust Pattern Recognition

• 
  Thomas G. Dietterich, Alexander Guyer:
  The familiarity hypothesis: Explaining the behavior of deep open set methods. 108931

Classifiers and classification

• 
  Mengling Fan, Fengzhen Tang, Yinan Guo, Xingang Zhao:
  Riemannian dynamic generalized space quantization learning. 108932

Kernel methods and manifold learning

• 
  Isaías Ibañez, Liliana Forzani, Diego Tomassi:
  Generalized discriminant analysis via kernel exponential families. 108933

Human movements and activities

• 
  Chuchu Han, Xin Yu, Changxin Gao, Nong Sang, Yi Yang:
  Single image based 3D human pose estimation via uncertainty learning. 108934

Objects and image analysis

• 
  Dingyuan Zheng, Jimin Xiao, Yunchao Wei, Qiufeng Wang, Kaizhu Huang, Yao Zhao:
  Unsupervised domain adaptation in homogeneous distance space for person re-identification. 108941

Face and biometrics

• 
  Lei Shen, Yingyi Zhang, Kai Zhao, Ruixin Zhang, Wei Shen:
  Distribution alignment for cross-device palmprint recognition. 108942

Objects and image analysis

• 
  Bowen Zhao, Chen Chen, Xi Xiao, Shutao Xia:
  Towards a category-extended object detector with limited data. 108943

Face and biometrics

• 
  Jiahui Liu, Jiannan Chi, Huijie Yang, Xucheng Yin:
  In the eye of the beholder: A survey of gaze tracking techniques. 108944

Data science and big data

• 
  Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga:
  Do deep neural networks contribute to multivariate time series anomaly detection? 108945

Handwriting and document analysis

• 
  Xiao-Hui Li, Fei Yin, He-Sen Dai, Cheng-Lin Liu:
  Table Structure Recognition and Form Parsing by End-to-End Object Detection and Relation Parsing. 108946

Classifiers and classification

• 
  Linchang Zhao, Zhaowei Shang, Jin Tan, Mingliang Zhou, Mu Zhang, Dagang Gu, Taiping Zhang, Yuan Yan Tang:
  Siamese networks with an online reweighted example for imbalanced data learning. 108947
• 
  Bing Li, Xiuwen Nong:
  Automatically classifying non-functional requirements using deep neural network. 108948

Objects and image analysis

• 
  Lu Yang, Yunlong Wang, Lingqiao Liu, Peng Wang, Yanning Zhang:
  Center Prediction Loss for Re-identification. 108949

Structural pattern recognition, network and graph methods

• 
  Xue Liu, Dan Sun, Wei Wei:
  Alleviating the over-smoothing of graph neural computing by a data augmentation strategy with entropy preservation. 108951

Objects and image analysis

• 
  Chuanju Liu, Dongmei Niu, Peng Wang, Xiuyang Zhao, Bo Yang, Caiming Zhang:
  Non-rigid point set registration based on local neighborhood information support. 108952
• 
  Sungpil Kho, Pilhyeon Lee, Wonyoung Lee, Minsong Ki, Hyeran Byun:
  Exploiting shape cues for weakly supervised semantic segmentation. 108953

Special Section on Fine-grained object retrieval, matching and ranking; Edited by Fumin Shen, Longin Jan Latecki, Ying Li, Xiu-Shen Wei, Oisin Mac Aodha, Guo-Jun Qi

• 
  Xin Xu, Wei Liu, Zheng Wang, Ruimin Hu, Qi Tian:
  Towards generalizable person re-identification with a bi-stream generative model. 108954

Classifiers and classification

• 
  Zhipeng Luo, Xiaobing Zhang, Shijian Lu, Shuai Yi:
  Domain consistency regularization for unsupervised multi-source domain adaptive classification. 108955

Special Section on Meta-learning for Image/Video Segmentation

• 
  Zhihan Lv, Liang Qiao, Shuo Yang, Jinhua Li, Haibin Lv, Francesco Piccialli:
  Memory-augmented neural networks based dynamic complex image segmentation in digital twins for self-driving vehicle. 108956

Special Section on Open World Robust Pattern Recognition

• 
  Yiqiang Wu, Dapeng Tao, Yong Luo, Jun Cheng, Xuelong Li:
  Covered Style Mining via Generative Adversarial Networks for Face Anti-spoofing. 108957

Various applications

• 
  Honggyu Jung, Sin-Han Kang, Hee-Dong Kim, Dong-Ok Won, Seong-Whan Lee:
  Counterfactual explanation based on gradual construction for deep networks. 108958

Features

• 
  Yun Liu, Xiaoming Zhang, Feiran Huang, Shixun Shen, Peng Tian, Lang Li, Zhoujun Li:
  Dynamic self-attention with vision synchronization networks for video question answering. 108959

Various applications

• 
  Jia Liu, Wenjie Xuan, Yuhang Gan, Yibing Zhan, Juhua Liu, Bo Du:
  An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection. 108960

Special Section on Fine-grained object retrieval, matching and ranking

• 
  Yifan Wang, Pingping Liu, Yijun Lang, Qiuzhan Zhou, Xue Shan:
  Learnable dynamic margin in deep metric learning. 108961

Classifiers and classification

• 
  Lyuyang Tong, Bo Du:
  Neural architecture search via reference point based multi-objective evolutionary algorithm. 108962

Special Section on AI for Combating COVID-2019

• 
  Chaodong Fan, Zhenhuan Zeng, Leyi Xiao, Xilong Qu:
  GFNet: Automatic segmentation of COVID-19 lung infection regions using CT images based on boundary features. 108963

Classifiers and classification

• 
  Ling Chen, Yuhong Wang, Hao Li:
  Enhancement of DNN-based multilabel classification by grouping labels based on data imbalance and label correlation. 108964

Machine learning

• 
  Mengxi Jiang, Shihao Zhou, Cuihua Li, Yunqi Lei:
  JSL3d: Joint subspace learning with implicit structure supervision for 3D pose estimation. 108965
• 
  Ronghua Shang, Jiarui Kong, Weitong Zhang, Jie Feng, Licheng Jiao, Rustam Stolkin:
  Uncorrelated feature selection via sparse latent representation and extended OLSDA. 108966

Objects and image analysis

• 
  He Guan, Chunfeng Song, Zhaoxiang Zhang, Tieniu Tan:
  MonoPoly: A practical monocular 3D object detector. 108967

Features

• 
  He Sun, Lei Zhang, Lizhi Wang, Hua Huang:
  Stochastic gate-based autoencoder for unsupervised hyperspectral band selection. 108969

Classifiers and classification

• 
  G. M. Mashrur E Elahi, Yee-Hong Yang:
  Online temporal classification of human action using action inference graph. 108972

Clustering

• 
  Liang Bai, Yunxiao Zhao, Jiye Liang:
  Self-supervised spectral clustering with exemplar constraints. 108975

Various applications

• 
  Dong Wook Shu, Sung Woo Park, Junseok Kwon:
  Wasserstein distributional harvesting for highly dense 3D point clouds. 108978

Machine learning

• 
  Chongqing Chen, Dezhi Han, Chin-Chen Chang:
  CAAN: Context-Aware attention network for visual question answering. 108980

Face and biometrics

• 
  Shengmin Zhao, Sung-Kwun Oh, Jin-Yul Kim, Zunwei Fu, Witold Pedrycz:
  Motion-blurred image restoration framework based on parameter estimation and fuzzy radial basis function neural networks. 108983

Machine learning

• 
  Yang Zhao, Furong Deng, Jihong Pei, Xuan Yang:
  Progressive Deep Non-Negative Matrix Factorization Architecture with Graph Convolution-based Basis Image Reorganization. 108984

Various applications

• 
  Jinkai Cui, Weihong Li, Wei Guo, Weiguo Gong:
  Progressive downsampling and adaptive guidance networks for dynamic scene deblurring. 108988