Pattern Recognition, Volume 131

Volume 131, November 2022

Objects and image analysis

• 
  Seyed-Mahdi Nasiri, Reshad Hosseini, Hadi Moradi:
  Multiple-solutions RANSAC for finding axes of symmetry in fragments of objects. 108805
• 
  Kun Wang, Maozhen Liu:
  YOLO-Anti: YOLO-based counterattack model for unseen congested object detection. 108814

Clustering

• 
  Khanh Luong, Richi Nayak, Thirunavukarasu Balasubramaniam, Md. Abul Bashar:
  Multi-layer manifold learning for deep non-negative matrix factorization-based multi-view clustering. 108815

Structural pattern recognition, network and graph methods

• 
  Iaroslav Bespalov, Nazar Buzun, Dmitry V. Dylov:
  BRULÈ: Barycenter-Regularized Unsupervised Landmark Extraction. 108816

Clustering

• 
  Shudong Huang, Wei Shi, Zenglin Xu, Ivor W. Tsang, Jiancheng Lv:
  Efficient federated multi-view learning. 108817

Classifiers and classification

• 
  Pengfei Zhu, Zhilin Zhu, Yu Wang, Jinglin Zhang, Shuai Zhao:
  Multi-granularity episodic contrastive learning for few-shot learning. 108820

Bio-medical patterns

• 
  Zhao Pei, Zhiyang Wan, Yanning Zhang, Miao Wang, Chengcai Leng, Yee-Hong Yang:
  Multi-scale attention-based pseudo-3D convolution neural network for Alzheimer's disease diagnosis using structural MRI. 108825

Classifiers and classification

• 
  Ajay Sharma, Pramod Kumar Mishra:
  Covid-MANet: Multi-task attention network for explainable diagnosis and severity assessment of COVID-19 from CXR images. 108826

Innovative Applications of Pattern Recognition

• 
  Tao Wu, Hongyu Ma, Chao Wang, Shaojie Qiao, Liang Zhang, Shui Yu:
  Heterogeneous representation learning and matching for few-shot relation prediction. 108830

Classifiers and classification

• 
  Lifeng Huang, Shuxin Wei, Chengying Gao, Ning Liu:
  Cyclical Adversarial Attack Pierces Black-box Deep Neural Networks. 108831

Special Section on Practical Deep Learning in the Wild

• 
  Jiawang Bai, Bin Chen, Kuofeng Gao, Xuan Wang, Shu-Tao Xia:
  Practical protection against video data leakage via universal adversarial head. 108834

Objects and image analysis

• 
  Jianhan Mei, Xudong Jiang, Henghui Ding:
  Spatial feature mapping for 6DoF object pose estimation. 108835

Machine learning

• 
  Yazhou Yang, Marco Loog:
  To Actively Initialize Active Learning. 108836

Bio-medical patterns

• 
  Nalan Karunanayake, Wanrudee Lohitvisate, Stanislav S. Makhanov:
  Artificial life for segmentation of fusion ultrasound images of breast abnormalities. 108838

Machine learning

• 
  Anhui Tan, Jiye Liang, Wei-Zhi Wu, Jia Zhang:
  Semi-supervised partial multi-label classification via consistency learning. 108839

Various applications

• 
  Guoqiang Liang, Yanbing Lv, Shucheng Li, Shizhou Zhang, Yanning Zhang:
  Video summarization with a convolutional attentive adversarial network. 108840

Special Section on Graph-based Methods for Large Scale Financial and Business Data Analysis

• 
  Zhengdi Wang, Lvqing Yang, Zhenfeng Lei, Anwar Ul Haq, Defu Zhang, Shuangyuan Yang, Akindipe Olusegun Francis:
  An entity-weights-based convolutional neural network for large-sale complex knowledge embedding. 108841

Machine learning

• 
  Xiyao Liu, Ziping Ma, Zhihong Chen, Fangfang Li, Ming Jiang, Gerald Schaefer, Hui Fang:
  Hiding multiple images into a single image via joint compressive autoencoders. 108842

Features

• 
  Xin Shu, Hui Pan, Jinlong Shi, Xiaoning Song, Xiaojun Wu:
  Using global information to refine local patterns for texture representation and classification. 108843

Face and biometrics

• 
  Xiaohuan Lu, Jiang Long, Jie Wen, Lunke Fei, Bob Zhang, Yong Xu:
  Locality preserving projection with symmetric graph embedding for unsupervised dimensionality reduction. 108844

Various applications

• 
  Yuli Sun, Lin Lei, Dongdong Guan, Junzheng Wu, Gangyao Kuang:
  Iterative structure transformation and conditional random field based method for unsupervised multimodal change detection. 108845

Classifiers and classification

• 
  Mathias Fuchs, Kaspar Riesen:
  A novel way to formalize stable graph cores by using matching-graphs. 108846

Machine learning

• 
  Masato Fujitake, Akihiro Sugimoto:
  Temporal feature enhancement network with external memory for live-stream video object detection. 108847

Features

• 
  Lifei Chen, Haiyan Wu, Wenxuan Kang, Shengrui Wang:
  Symbolic sequence representation with Markovian state optimization. 108849

Bio-medical patterns

• 
  Jingqi Song, Yuanjie Zheng, Jing Wang, Muhammad Zakir Ullah, Xuecheng Li, Zhenxing Zou, Guocheng Ding:
  Multi-feature deep information bottleneck network for breast cancer classification in contrast enhanced spectral mammography. 108858

Handwriting and document analysis

• 
  Xiang Ao, Xu-Yao Zhang, Cheng-Lin Liu:
  Cross-modal prototype learning for zero-shot handwritten character recognition. 108859

Various applications

• 
  Yang Zhou, Baihua Li, Jiangtao Wang, Emanuele Rocco, Qinggang Meng:
  Discovering unknowns: Context-enhanced anomaly detection for curiosity-driven autonomous underwater exploration. 108860

Machine learning

• 
  Tao Gao, Xiao Bai, Chen Wang, Liang Zhang, Jin Zheng, Jian Wang:
  A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis. 108861

Classifiers and classification

• 
  Yingying Chen, Xiaowei Yang:
  Online Adaptive Kernel Learning with Random Features for Large-scale Nonlinear Classification. 108862

Special Section on Open World Robust Pattern Recognition

• 
  Dongbao Yang, Yu Zhou, Aoting Zhang, Xurui Sun, Dayan Wu, Weiping Wang, Qixiang Ye:
  Multi-View correlation distillation for incremental object detection. 108863
• 
  Xuhong Ren, Jianlang Chen, Felix Juefei-Xu, Wanli Xue, Qing Guo, Lei Ma, Jianjun Zhao, Shengyong Chen:
  DARTSRepair: Core-failure-set guided DARTS for network robustness to common corruptions. 108864

Classifiers and classification

• 
  Junyi Wu, Yan Huang, Zhipeng Gao, Yating Hong, Jianqiang Zhao, Xinsheng Du:
  Inter-Attribute awareness for pedestrian attribute recognition. 108865

Structural pattern recognition, network and graph methods

• 
  Xin Gao, Yijin Xiong, Guoying Zhang, Hui Deng, Kangkang Kou:
  Exploiting key points supervision and grouped feature fusion for multiview pedestrian detection. 108866

Machine learning

• 
  Yanan Wang, Zhuqing Jiang, Chang Liu, Kai Li, Aidong Men, Haiying Wang, Xiaobo Chen:
  Shedding light on images: Multi-level image brightness enhancement guided by arbitrary references. 108867

Objects and image analysis

• 
  Hu Su, Yonghao He, Rui Jiang, Jiabin Zhang, Wei Zou, Bin Fan:
  DSLA: Dynamic smooth label assignment for efficient anchor-free object detection. 108868

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

• 
  Lei Lu, Ping Wang, Yijie Cao:
  A novel part-level feature extraction method for fine-grained vehicle recognition. 108869

Innovative Applications of Pattern Recognition

• 
  Xinning Wang, Xuegong Wang, Chong Li, Yuben Zhao, Peng Ren:
  Data-attention-YOLO (DAY): A comprehensive framework for mesoscale eddy identification. 108870

Human movements and activities

• 
  Young Hwi Kim, Seonghyeon Nam, Seon Joo Kim:
  2PESNet: Towards online processing of temporal action localization. 108871

Machine learning

• 
  Yao Li, Yuhui Wang, Yaozhong Gan, Xiaoyang Tan:
  Alleviating the estimation bias of deep deterministic policy gradient via co-regularization. 108872
• 
  Xin Ning, Weijuan Tian, Zaiyang Yu, Weijun Li, Xiao Bai, Yuebao Wang:
  HCFNN: High-order coverage function neural network for image classification. 108873
• 
  Min Li, Tianyi Huang, William Zhu:
  Clustering experience replay for the effective exploitation in reinforcement learning. 108875

Classifiers and classification

• 
  Lu Yu, Wei Xiang, Juan Fang, Yi-Ping Phoebe Chen, Ruifeng Zhu:
  A novel explainable neural network for Alzheimer's disease diagnosis. 108876
• 
  Qiang Zhang, Jibin Yang, Xiongwei Zhang, Tieyong Cao:
  SO-softmax loss for discriminable embedding learning in CNNs. 108877

Machine learning

• 
  Kai Shuang, Jinyu Guo, Zihan Wang:
  Comprehensive-perception dynamic reasoning for visual question answering. 108878

Features

• 
  Zhineng Zhao, Qifan Liu, Wenming Cao, Deliang Lian, Zhihai He:
  Self-guided information for few-shot classification. 108880
• 
  Wei Wu, Tao Chu, Qiong Liu:
  Complementarity-aware cross-modal feature fusion network for RGB-T semantic segmentation. 108881

Various applications

• 
  Jordão Bragantini, Alexandre X. Falcão, Laurent Najman:
  Rethinking interactive image segmentation: Feature space annotation. 108882

Special Section on Open World Robust Pattern Recognition

• 
  Gouthaman KV, Anurag Mittal:
  On the role of question encoder sequence model in robust visual question answering. 108883

Various applications

• 
  Songsong Wu, Hao Tang, Xiao-Yuan Jing, Jianjun Qian, Nicu Sebe, Yan Yan, Qinghua Zhang:
  Cross-view panorama image synthesis with progressive attention GANs. 108884

Face and biometrics

• 
  Eric López-López, Xosé M. Pardo, Carlos Vázquez Regueiro:
  Incremental Learning from Low-labelled Stream Data in Open-Set Video Face Recognition. 108885
• 
  Xingbo Dong, Sangrae Cho, Youngsam Kim, Soohyung Kim, Andrew Beng Jin Teoh:
  Deep rank hashing network for cancellable face identification. 108886

Various applications

• 
  Jingzheng Tu, Cailian Chen, Xiaolin Huang, Jianping He, Xinping Guan:
  DFR-ST: Discriminative feature representation with spatio-temporal cues for vehicle re-identification. 108887

Features

• 
  Wenrao Pang, Gang Wu:
  Fast algorithms for incremental and decremental semi-supervised discriminant analysis. 108888

Special Section on Open World Robust Pattern Recognition

• 
  Zhuang Qian, Kaizhu Huang, Qiu-Feng Wang, Xu-Yao Zhang:
  A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies. 108889

Machine learning

• 
  Tao Peng, Jing Zhao, Yidong Gu, Caishan Wang, Yiyun Wu, Xiuxiu Cheng, Jing Cai:
  H-ProMed: Ultrasound image segmentation based on the evolutionary neural network and an improved principal curve. 108890
• 
  Kelum Gajamannage, Yonggi Park, Randy C. Paffenroth, Anura P. Jayasumana:
  Reconstruction of fragmented trajectories of collective motion using Hadamard deep autoencoders. 108891

Objects and image analysis

• 
  Di Wang, Lulu Tang, Xu Wang, Luqing Luo, Zhi-Xin Yang:
  Improving deep learning on point cloud by maximizing mutual information across layers. 108892

Features

• 
  Yufei Hu, Nacim Belkhir, Jesús Angulo, Angela Yao, Gianni Franchi:
  Learning deep morphological networks with neural architecture search. 108893
• 
  Francisco Souza, Cristiano Premebida, Rui Araújo:
  High-order conditional mutual information maximization for dealing with high-order dependencies in feature selection. 108895

Classifiers and classification

• 
  Huanze Zeng, Argon Chen:
  Multivariate multi-layer classifier. 108896

Machine learning

• 
  Jiaqi Zhu, Fang Deng, Jiachen Zhao, Jie Chen:
  Adaptive aggregation-distillation autoencoder for unsupervised anomaly detection. 108897

Features

• 
  Rongyun Mo, Shenqi Lai, Yan Yan, Zhenhua Chai, Xiaolin Wei:
  Dimension-aware attention for efficient mobile networks. 108899

Various applications

• 
  Yuwen Li, Zhengguo Li, Chaobing Zheng, Shiqian Wu:
  Adaptive weighted guided image filtering for depth enhancement in shape-from-focus. 108900

Objects and image analysis

• 
  Feiniu Yuan, Zeshu Dong, Lin Zhang, Xue Xia, Jinting Shi:
  Cubic-cross convolutional attention and count prior embedding for smoke segmentation. 108902
• 
  Xinyu Yan, Meijun Sun, Yahong Han, Zheng Wang, Qi Tian:
  Effective full-scale detection for salient object based on condensing-and-filtering network. 108904

Various applications

• 
  Jinhee Park, Junseok Kwon:
  Wasserstein approximate bayesian computation for visual tracking. 108905