Pattern Recognition, Volume 144

Volume 144, December 2023

Face and biometrics

• 
  Puspita Majumdar, Mayank Vatsa, Richa Singh:
  Uniform misclassification loss for unbiased model prediction. 109689

Machine learning

• 
  Fatemeh Zare Mehrjardi, Ali Mohammad Latif, Mohsen Sardari Zarchi, Razieh Sheikhpour:
  A survey on deep learning-based image forgery detection. 109778

Classifiers and classification

• 
  Ruibin Wang, Xianghua Ying, Bowei Xing, Xin Tong, Taiyan Chen, Jinfa Yang, Yongjie Shi:
  Improving point cloud classification and segmentation via parametric veronese mapping. 109784

Features

• 
  Youchen Zhao, Hua Zhong, Boyuan Jia, Haixiong Li:
  A fast stereo matching network based on temporal attention and 2D convolution. 109808
• 
  Renjie Xu, Lei Xing, Baodi Liu, Dapeng Tao, Weijia Cao, Weifeng Liu:
  Cross-Domain Few-Shot classification via class-shared and class-specific dictionaries. 109811

Handwriting and document analysis

• 
  Xiaotong Ji, Daiki Suehiro, Seiichi Uchida:
  Paired contrastive feature for highly reliable offline signature verification. 109816
• 
  Jiawei Wang, Weihong Lin, Chixiang Ma, Mingze Li, Zheng Sun, Lei Sun, Qiang Huo:
  Robust table structure recognition with dynamic queries enhanced detection transformer. 109817

Special Section on Graph Machine Learning for Pattern Recognition on Complex Graphs

• 
  Yifan Lu, Mengzhou Gao, Huan Liu, Zehao Liu, Wei Yu, Xiaoming Li, Pengfei Jiao:
  Neighborhood overlap-aware heterogeneous hypergraph neural network for link prediction. 109818

Machine learning

• 
  Bangquan Xie, Zongming Yang, Liang Yang, Ruifa Luo, Jun Lu, Ailin Wei, Xiaoxiong Weng, Bing Li:
  ANAS: Asymptotic NAS for large-scale proxyless search and multi-task transfer learning. 109821
• 
  Huan Liu, Mingwen Shao, Yuanjian Qiao, Yecong Wan, Deyu Meng:
  Unpaired image super-resolution using a lightweight invertible neural network. 109822

Various applications

• 
  Fan Jia, Hok Shing Wong, Tiange Wang, Tieyong Zeng:
  A reflectance re-weighted Retinex model for non-uniform and low-light image enhancement. 109823

Classifiers and classification

• 
  Xuemei Zhao, Yong Cheng, Luo Liang, Haijian Wang, Xingyu Gao, Jun Wu:
  A balanced random learning strategy for CNN based Landsat image segmentation under imbalanced and noisy labels. 109824

Machine learning

• 
  Shijun Zheng, Weiquan Liu, Siqi Shen, Yu Zang, Chenglu Wen, Ming Cheng, Cheng Wang:
  Adaptive local adversarial attacks on 3D point clouds. 109825

Classifiers and classification

• 
  Jianxiong Tang, Jian-Huang Lai, Xiaohua Xie, Lingxiao Yang, Wei-Shi Zheng:
  AC²AS: Activation Consistency Coupled ANN-SNN framework for fast and memory-efficient SNN training. 109826

Machine learning

• 
  Xuesong Zhou, Junhai Zhai, Yang Cao:
  Feature fusion network for long-tailed visual recognition. 109827
• 
  Yatie Xiao, Jizhe Zhou, Kongyang Chen, Zhenbang Liu:
  Revisiting the transferability of adversarial examples via source-agnostic adversarial feature inducing method. 109828

Clustering

• 
  Zeqian Li, Xinlu He, Jacob Whitehill:
  Compositional clustering: Applications to multi-label object recognition and speaker identification. 109829

Objects and image analysis

• 
  Mingjie Wang, Jun Zhou, Hao Cai, Minglun Gong:
  CrowdMLP: Weakly-supervised crowd counting via multi-granularity MLP. 109830

Machine learning

• 
  Xingjian Li, Abulikemu Abuduweili, Humphrey Shi, Pengkun Yang, Dejing Dou, Haoyi Xiong, Chengzhong Xu:
  Semi-supervised transfer learning with hierarchical self-regularization. 109831

Data science and big data

• 
  Erting Pan, Yong Ma, Xiaoguang Mei, Jun Huang, Qihai Chen, Jiayi Ma:
  Hyperspectral image destriping and denoising from a task decomposition view. 109832

Special Section on Graph Machine Learning for Pattern Recognition on Complex Graphs

• 
  Shifei Ding, Benyu Wu, Xiao Xu, Lili Guo, Ling Ding:
  Graph clustering network with structure embedding enhanced. 109833

Handwriting and document analysis

• 
  Rubèn Tito, Dimosthenis Karatzas, Ernest Valveny:
  Hierarchical multimodal transformers for Multipage DocVQA. 109834

Machine learning

• 
  Xiu-Chuan Li, Xiaobo Xia, Fei Zhu, Tongliang Liu, Xu-Yao Zhang, Cheng-Lin Liu:
  Dynamics-aware loss for learning with label noise. 109835

Clustering

• 
  Mingyu Zhao, Weidong Yang, Feiping Nie:
  Deep multi-view spectral clustering via ensemble. 109836

Various applications

• 
  Jinze Huang, Xiaohan Yu, Dong An, Yaoguang Wei, Xiao Bai, Jin Zheng, Chen Wang, Jun Zhou:
  Learning consistent region features for lifelong person re-identification. 109837

Classifiers and classification

• 
  Wenqie Huang, Guanghui Yan, Wenwen Chang, Yuchan Zhang, Yueting Yuan:
  EEG-based classification combining Bayesian convolutional neural networks with recurrence plot for motor movement/imagery. 109838

Machine learning

• 
  Florian Carichon, Florent Fettu, Gilles Caporossi:
  Unsupervised update summarization of news events. 109839
• 
  Myeongkyun Kang, Philip Chikontwe, Dong Kyu Won, Miguel Luna, Sang Hyun Park:
  Structure-preserving image translation for multi-source medical image domain adaptation. 109840
• 
  Luyang Li, Tai Ma, Yue Lu, Qingli Li, Lianghua He, Ying Wen:
  A multi-grained unsupervised domain adaptation approach for semantic segmentation. 109841

Classifiers and classification

• 
  Yun Hao, Yukun Su, Guosheng Lin, Hanjing Su, Qingyao Wu:
  Contrastive Generative Network with Recursive-Loop for 3D point cloud generalized zero-shot classification. 109843
• 
  Guang Hua, Andrew Beng Jin Teoh:
  Deep fidelity in DNN watermarking: A study of backdoor watermarking for classification models. 109844

Machine learning

• 
  Yao Li, YuHui Wang, Xiaoyang Tan:
  Self-imitation guided goal-conditioned reinforcement learning. 109845

Clustering

• 
  Lianmeng Jiao, Haoyu Yang, Feng Wang, Zhun-ga Liu, Quan Pan:
  DTEC: Decision tree-based evidential clustering for interpretable partition of uncertain data. 109846

Objects and image analysis

• 
  Suorong Yang, Jinqiao Li, Tianyue Zhang, Jian Zhao, Furao Shen:
  AdvMask: A sparse adversarial attack-based data augmentation method for image classification. 109847
• 
  Safaa Abdullahi Moallim Mohamud, Amin Jalali, Minho Lee:
  Encoder-decoder cycle for visual question answering based on perception-action cycle. 109848
• 
  Yang Li, Quan Pan, Zhaowen Feng, Erik Cambria:
  Few pixels attacks with generative model. 109849

Machine learning

• 
  Tesfayee Meshu Welde, Lejian Liao:
  Counting-based visual question answering with serial cascaded attention deep learning. 109850

Structural pattern recognition, network and graph methods

• 
  Yuxuan Zhang, Yuanxiang Li, Xian Wei, Yongsheng Yang, Lei Liu, Yi Lu Murphey:
  Graph matching for knowledge graph alignment using edge-coloring propagation. 109851
• 
  Anthony Gillioz, Kaspar Riesen:
  Graph-based pattern recognition on spectral reduced graphs. 109859

Clustering

• 
  Xiao Yu, Hui Liu, Yan Zhang, Shanbao Sun, Caiming Zhang:
  Multi-view clustering via efficient representation learning with anchors. 109860

Bio-medical patterns

• 
  Fangfang Lu, Zhihao Zhang, Tianxiang Liu, Chi Tang, Hualin Bai, Guangtao Zhai, Jingjing Chen, Xiaoxin Wu:
  A weakly supervised inpainting-based learning method for lung CT image segmentation. 109861

Objects and image analysis

• 
  Qingjun Ru, Guangzhu Chen, Tingyu Zuo, Xiaojuan Liao:
  Cross-Modal Transformer for RGB-D semantic segmentation of production workshop objects. 109862

Face and biometrics

• 
  Haonan Qiu, Siyu Chen, Bei Gan, Kun Wang, Huafeng Shi, Jing Shao, Ziwei Liu:
  Few-shot forgery detection via Guided Adversarial Interpolation. 109863

Innovative Applications of Pattern Recognition

• 
  Jiafa Mao, Lixin Wang, Ning Wang, Yahong Hu, Weiguo Sheng:
  A novel method of human identification based on dental impression image. 109864

Face and biometrics

• 
  Rongliang Wu, Yingchen Yu, Fangneng Zhan, Jiahui Zhang, Xiaoqin Zhang, Shijian Lu:
  Audio-driven talking face generation with diverse yet realistic facial animations. 109865
• 
  Sabina Umirzakova, Shabir Ahmad, Mardieva Sevara, Muksimova Shakhnoza, Taeg Keun Whangbo:
  Deep learning-driven diagnosis: A multi-task approach for segmenting stroke and Bell's palsy. 109866

Structural pattern recognition, network and graph methods

• 
  Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete:
  Adaptive filters in Graph Convolutional Neural Networks. 109867

Classifiers and classification

• 
  Avi Abu, Roee Diamant:
  Underwater object classification combining SAS and transferred optical-to-SAS Imagery. 109868
• 
  Lei Zhou, Yang Liu, Xiao Bai, Na Li, Xiaohan Yu, Jun Zhou, Edwin R. Hancock:
  Attribute subspaces for zero-shot learning. 109869

Special Section on Graph Machine Learning for Pattern Recognition on Complex Graphs

• 
  Yueheng Sun, Mengyu Jia, Chang Liu, Minglai Shao:
  Heterogeneous network representation learning based on role feature extraction. 109870

Classifiers and classification

• 
  Ioannis A. Nellas, Sotiris K. Tasoulis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos:
  Two phase cooperative learning for supervised dimensionality reduction. 109871

Various applications

• 
  Wenzhi Xi, Zhanfeng Li, Xinyuan Song, Hanwen Ning:
  Online portfolio selection with predictive instantaneous risk assessment. 109872

Clustering

• 
  Xin Guan, Yoshikazu Terada:
  Sparse kernel k-means for high-dimensional data. 109873

Special Section on Graph Machine Learning for Pattern Recognition on Complex Graphs

• 
  Ming Li, Lin Zhang, Lixin Cui, Lu Bai, Zhao Li, Xindong Wu:
  BLoG: Bootstrapped graph representation learning with local and global regularization for recommendation. 109874

Machine learning

• 
  Xiaorong Li, Shipeng Wang, Jian Sun, Zongben Xu:
  Memory efficient data-free distillation for continual learning. 109875

Structural pattern recognition, network and graph methods

• 
  Tianming Zhao, Linfeng Li, Tian Tian, Jiayi Ma, Jinwen Tian:
  Patch-guided point matching for point cloud registration with low overlap. 109876

Bio-medical patterns

• 
  Poulomi Das, Arpita Das:
  Estimation of interlayer textural relationships to discriminate the benignancy/malignancy of brain tumors. 109879
• 
  Benteng Ma, Yu Feng, Geng Chen, Changyang Li, Yong Xia:
  Federated adaptive reweighting for medical image classification. 109880

Various applications

• 
  Zhaorui Tan, Xi Yang, Zihan Ye, Qiufeng Wang, Yuyao Yan, Anh Nguyen, Kaizhu Huang:
  Semantic Similarity Distance: Towards better text-image consistency metric in text-to-image generation. 109883

Objects and image analysis

• 
  Song Zhang, Wenjia Xu, Zhiwei Wei, Lili Zhang, Yang Wang, Junyi Liu:
  ARAI-MVSNet: A multi-view stereo depth estimation network with adaptive depth range and depth interval. 109885

Classifiers and classification

• 
  Vicent Gimeno i Garcia, Ximo Gual-Arnau, M. Victoria Ibáñez, Amelia Simó:
  A Gaussian kernel for Kendall's space of m-D shapes. 109887

Innovative Applications of Pattern Recognition

• 
  Jing Wang, Shuo Yang, Hui Zhao:
  Crisis event summary generative model based on hierarchical multimodal fusion. 109890

Objects and image analysis

• 
  Miaogen Ling, Tianhang Pan, Yi Ren, Ke Wang, Xin Geng:
  Motional foreground attention-based video crowd counting. 109891
• 
  Zi-Chao Zhang, Zhen-Yu Xie, Zhen-Duo Chen, Yu-Wei Zhan, Xin Luo, Xin-Shun Xu:
  Expansion window local alignment weighted network for fine-grained sketch-based image retrieval. 109892