Pattern Recognition

Article	Citations
Editorial Board	324
Retraction Notice	311
A cross-network node classification method in open-set scenario	267
Cross-modal co-feedback cellular automata for RGB-T saliency detection	246
Effective action recognition with embedded key point shifts	222
Holistic word descriptor for lexicon reduction in handwritten arabic documents	219
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring	207
Distance-aware network for physical-world object distribution estimation and counting	192
Robust multilayer bootstrap networks in ensemble for unsupervised representation learning and clustering	184
FastOPM—A practical method for partial match of time series	183
Two phase cooperative learning for supervised dimensionality reduction	183
A neighborhood-based method for mining and fusing positive and negative false samples	183
Deep graph matching meets mixed-integer linear programming: Relax or not ?	174
Looking beyond input frames: Self-supervised adaptation for video super-resolution	169
Privileged multi-task learning for attribute-aware aesthetic assessment	163
An entity-weights-based convolutional neural network for large-sale complex knowledge embedding	161
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data	160
Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection	160
Fast adaptively balanced min-cut clustering	149
DA-GAN: Dual-attention generative adversarial networks for real-world exquisite makeup transfer	141
Knowledge memorization and generation for action recognition in still images	138
Synthetic unknown class learning for learning unknowns	138
Sketches by MoSSaRT: Representative selection from manifolds with gross sparse corruptions	135
Phase Randomization: A data augmentation for domain adaptation in human action recognition	134
DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images	133

CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation	133
Leveraging tensor kernels to reduce objective function mismatch in deep clustering	130
Extrinsic kernel ridge regression classifier for Kendall’s planar shape space	126
Thermal to Visual Person Re-Identification Using Collaborative Metric Learning Based on Maximum Margin Matrix Factorization	125
Kinship verification using multi-level dictionary pair learning for multiple resolution images	124
Hyper-feature aggregation and relaxed distillation for class incremental learning	122
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing	119
Robust Table Detection and Structure Recognition from Heterogeneous Document Images	117
Sequence patterns and HMM profiles to predict proteome wide zinc finger motifs	116
Mutual Domain Adaptation	113
Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation	113
MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs	112
Unsupervised update summarization of news events	110
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	109
Crossover-Net: Leveraging vertical-horizontal crossover relation for robust medical image segmentation	109
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation	109
Multi-task meta label correction for time series prediction	109
Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map	107
An illumination-guided dual attention vision transformer for low-light image enhancement	106
PSCFormer: A lightweight hybrid network for gas identification in electronic nose system	106
Enhanced visible–infrared person re-identification based on cross-attention multiscale residual vision transformer	105
Intensity mixture and band-adaptive detail fusion for pansharpening	105
Switching clusters’ synchronization for discrete space-time complex dynamical networks via boundary feedback controls	104
Support subsets estimation for support vector machines retraining	103
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	102
Identifying the key frames: An attention-aware sampling method for action recognition	101
Bounded exponential loss function based AdaBoost ensemble of OCSVMs	100
Unsupervised person re-identification via multi-domain joint learning	99
DM-GAN: CNN hybrid vits for training GANs under limited data	98
A generalized multi-aspect distance metric for mixed-type data clustering	97
Temporal sparse adversarial attack on sequence-based gait recognition	97
RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering	96
eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation	93
Distribution alignment for cross-device palmprint recognition	92
Deep reinforcement learning with credit assignment for combinatorial optimization	91
Bi-Attention enhanced representation learning for image-text matching	91
Adapt only once: Fast unsupervised person re-identification via relevance-aware guidance	88
GriT-DBSCAN: A spatial clustering algorithm for very large databases	87
Pseudo-labeling with keyword refining for few-supervised video captioning	87
Dynamic selection for reconstructing instance-dependent noisy labels	87
Consistency-driven feature scoring and regularization network for visible–infrared person re-identification	87
Inter-Attribute awareness for pedestrian attribute recognition	86
Robust deep fuzzy K-means clustering for image data	86
Explainable AI in human motion: A comprehensive approach to analysis, modeling, and generation	84
BiconNet: An edge-preserved connectivity-based approach for salient object detection	84
Adaptive, Hybrid Feature Selection (AHFS)	84
FoCL: Feature-oriented continual learning for generative models	84
Generalization capacity of multi-class SVM based on Markovian resampling	84
SpatioTemporal focus for skeleton-based action recognition	83
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation	83

Dynamic feature fusion with spatial-temporal context for robust object tracking	83
Head pose estimation using deep neural networks and 3D point clouds	83
TBConvL-Net: A hybrid deep learning architecture for robust medical image segmentation	83
Offline signature verification using a region based deep metric learning network	82
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface	79
ANNE: Adaptive Nearest Neighbours and Eigenvector-based sample selection for robust learning with noisy labels	79
A Dual Self-Attention mechanism for vehicle re-Identification	79
Deep and wide nonnegative matrix factorization with embedded regularization	78
Dynamic weighted knowledge distillation for brain tumor segmentation	78
A landmark-free approach for automatic, dense and robust correspondence of 3D faces	77
A unified framework for unsupervised action learning via global-to-local motion transformer	77
Mix-ViT: Mixing attentive vision transformer for ultra-fine-grained visual categorization	77
Indefinite twin support vector machine with DC functions programming	77
Privacy-preserving speaker verification system using Ranking-of-Element hashing	76
A kernel path algorithm for general parametric quadratic programming problem	75
Stain-adaptive self-supervised learning for histopathology image analysis	75
BEST: Building evidences from scattered templates for accurate contactless palmprint recognition	75
Jointly learning compact multi-view hash codes for few-shot FKP recognition	75
Mitigate the classification ambiguity via localization-classification sequence in object detection	74
GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays	73
Table representation learning using heterogeneous graph embedding	72
Weighting and pruning based ensemble deep random vector functional link network for tabular data classification	72
Efficient federated multi-view learning	71
Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies	71
Homogeneous and heterogeneous relational graph for visible-infrared person re-identification	71
Feature-matching method based on keypoint response constraint using binary encoding of phase congruency	70
Towards Automatic Model Compression via a Unified Two-Stage Framework	70
A uniform representation model for OCT-based fingerprint presentation attack detection and reconstruction	69
Bayesian mixture of gaussian processes for data association problem	69
Marginal debiased network for fair visual recognition	68
Trajectory-User Linking via Multi-Scale Graph Attention Network	68
Progressive modality-complement aggregative multitransformer for domain multi-modal neural machine translation	67
Sparse and robust support vector machine with capped squared loss for large-scale pattern classification	67
Consistency and label constrained transfer low-rank representation for cross-light finger vein recognition	67
Image analysis by fractional-order weighted spherical Bessel-Fourier moments	67
Table Structure Recognition and Form Parsing by End-to-End Object Detection and Relation Parsing	66
Feature decoupling and regeneration towards wifi-based human activity recognition	66
Binary feature learning with local spectral context-aware attention for classification of hyperspectral images	65
Robust image hiding network with Frequency and Spatial Attentions	64
Investigating the effectiveness of data augmentation from similarity and diversity: An empirical study	63
Multi-proxy feature learning for robust fine-grained visual recognition	62
Learning a bi-directional discriminative representation for deep clustering	62
Linearized alternating direction method of multipliers for elastic-net support vector machines	62
Collaborative contrastive learning for cross-domain gaze estimation	61
Not All Samples Are Born Equal: Towards Effective Clean-Label Backdoor Attacks	61
Local-enhanced representation for text-based person search	61
Deep contrastive representation learning for supervised tasks	61
Editorial Board	60
Elucidating robust learning with uncertainty-aware corruption pattern estimation	60
PSSS-EEG: A Probabilistic-masking Self-Supervised Swin-transformer model for EEG-based drowsiness recognition	60
Generalization of deep learning models for natural gas indication in 2D seismic data	60
Practical protection against video data leakage via universal adversarial head	60
Metaheuristic Search Based Feature Selection Methods for Classification of Cancer	59
Cross-scene foreground segmentation with supervised and unsupervised model communication	59
Early gesture detection in untrimmed streams: A controlled CTC approach for reliable decision-making	59
A spatially constrained skew Student’s-t mixture model for brain MR image segmentation and bias field correction	59
Deep evidential clustering based on feature representation learning and belief function theory	59
Graph Attentive Dual Ensemble learning for Unsupervised Domain Adaptation on point clouds	59
OpenInst: A simple query-based method for open-world instance segmentation	59
Robust sparse and low-redundancy multi-label feature selection with dynamic local and global structure preservation	58
Semantic perceptive infrared and visible image fusion Transformer	58
Super-encoder with cooperative autoencoder networks	58
Towards better long-tailed oracle character recognition with adversarial data augmentation	58
Human interaction recognition framework based on interacting body part attention	58
Estimating fund-raising performance for start-up projects from a market graph perspective	57
Multivariate time series clustering based on complex network	57
Methods for segmenting cracks in 3d images of concrete: A comparison based on semi-synthetic images	57
A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies	57
TreEnhance: A tree search method for low-light image enhancement	56
Joint multi-label learning and feature extraction for temporal link prediction	56
Learning sequentially diversified representations for fine-grained categorization	56
IMCSN: An improved neighborhood aggregation interaction strategy for multi-scale contrastive Siamese networks	56
GDB: Gated Convolutions-based Document Binarization	56
A multi-resolution self-supervised learning framework for semantic segmentation in histopathology	56
Geometric-inspired graph-based Incomplete Multi-view Clustering	55
Multi-modal brain tumor segmentation via disentangled representation learning and region-aware contrastive learning	55
Driver multi-task emotion recognition network based on multi-modal facial video analysis	54
Generating Transferable Adversarial Examples for Speech Classification	54
Multi scale pixel attention and feature extraction based neural network for image denoising	54
A survey of human-computer interaction (HCI) & natural habits-based behavioural biometric modalities for user recognition schemes	54

Auto-attention mechanism for multi-view deep embedding clustering	53
Editorial Board	53
Center Prediction Loss for Re-identification	53
Cross-View kernel transfer	53
A novel relation aware wrapper method for feature selection	53
Region-wise loss for biomedical image segmentation	53
Online portfolio selection with predictive instantaneous risk assessment	53
PDRLRR: A novel low-rank representation with projection distance regularization via manifold optimization for clustering	52
TCFAP-Net: Transformer-based Cross-feature Fusion and Adaptive Perception Network for large-scale point cloud semantic segmentation	52
End-to-end kernel learning via generative random Fourier features	52
Editorial Board	52
ERAT:Eyeglasses removal with attention	52
Mutual information regularized identity-aware facial expression recognition in compressed video	51
BDNet: A BERT-based dual-path network for text-to-image cross-modal person re-identification	51
Weak segmentation supervised deep neural networks for pedestrian detection	51
ELSED: Enhanced line SEgment drawing	51
Mathematical formula detection in document images: A new dataset and a new approach	51
Learning discriminative feature representation with pixel-level supervision for forest smoke recognition	51
Co-regularized optimal high-order graph embedding for multi-view clustering	51
Hybrid-context-based multi-prior entropy modeling for learned lossless image compression	50
Distributional and spatial-temporal robust representation learning for transportation activity recognition	50
Joint spatial and scale attention network for multi-view facial expression recognition	50
Learning to match features with discriminative sparse graph neural network	49
Fully context-aware image inpainting with a learned semantic pyramid	49
Consensus Incomplete Multi-View Clustering with Nonconvex Tensor Smooth Graph Learning	49
Contrastive Generative Network with Recursive-Loop for 3D point cloud generalized zero-shot classification	49
Scene Chinese Recognition with Local and Global Attention	49
Weakly privileged learning with knowledge extraction	49
A recurrent graph neural network for inductive representation learning on dynamic graphs	49
Weighted clustering: Towards solving the user’s dilemma	49
A review of deep-learning-based super-resolution: From methods to applications	48
Retinal image enhancement with artifact reduction and structure retention	48
Hiding multiple images into a single image via joint compressive autoencoders	48
Exploring target-related information with reliable global pixel relationships for robust RGB-T tracking	48
Hybrid routing transformer for zero-shot learning	48
Coordinating explicit and implicit knowledge for knowledge-based VQA	48
Expecting individuals’ body reaction to Covid-19 based on statistical Naïve Bayes technique	48
Non-negative Tucker decomposition with graph regularization and smooth constraint for clustering	48
MFSNet: A multi focus segmentation network for skin lesion segmentation	48
Discriminative feature generation for classification of imbalanced data	48
Crowd counting from single images using recursive multi-pathway zooming and foreground enhancement	48
Arbitrary Order Total Variation for Deformable Image Registration	47
Low-resolution human pose estimation	47
Dynamic and reliable subtask tracker with general schatten p-norm regularization	47
Doubly contrastive representation learning for federated image recognition	47
Corrigendum to ‘Toward a Blind Image Quality Evaluator in the Wild by Learning beyond Human Opinion Scores’ Pattern Recognition. Volume 137 (2023) 109296	47
Leveraging Transformer-based autoencoders for low-rank multi-view subspace clustering	46
IRCNN: A novel signal decomposition approach based on iterative residue convolutional neural network	46
Few pixels attacks with generative model	46
Joint Intra-view and Inter-view Enhanced Tensor Low-rank Induced Affinity Graph Learning	46
Coarse is better? A new pipeline towards self-supervised learning with uncurated images	46
Rotation invariant point cloud analysis: Where local geometry meets global topology	46
Deep neural network compression through interpretability-based filter pruning	46
Editorial Board	46
Example-based color transfer with Gaussian mixture modeling	46
FeverNet: Enabling accurate and robust remote fever screening	46
Versatile, full‐spectrum, and swift network sampling for model generation	46
CPSS-FAT: A consistent positive sample selection for object detection with full adaptive threshold	45
Rethinking convolutional neural networks for trajectory refinement	45
Reconstruction regularized low-rank subspace learning for cross-modal retrieval	45
Support structure representation learning for sequential data clustering	45
Mixed-order spectral clustering for complex networks	45
WB-LRP: Layer-wise relevance propagation with weight-dependent baseline	44
Non-residual unrestricted pruned ultra-faster line detection for edge devices	44
Dynamic and static mutual fitting for action recognition	44
Poincaré Fréchet mean	44
A deformable CNN-based triplet model for fine-grained sketch-based image retrieval	44
Generalized pyramid co-attention with learnable aggregation net for video question answering	43
Hierarchical Context Learning of object components for unsupervised semantic segmentation	43
Efficient search of comprehensively robust neural architectures via multi-fidelity evaluation	43
Temporal segment dropout for human action video recognition	43
ResPrune: An energy-efficient restorative filter pruning method using stochastic optimization for accelerating CNN	43
Cascaded feature fusion with multi-level self-attention mechanism for object detection	42
A novel hybrid decoding neural network for EEG signal representation	42
Federated learning for medical image analysis: A survey	42
Real masks and spoof faces: On the masked face presentation attack detection	42
An empirical study of the impact of masks on face recognition	42
ADCNN: Towards learning adaptive dilation for convolutional neural networks	42
NCL++: Nested Collaborative Learning for long-tailed visual recognition	41
Compressing spectral kernels in Gaussian Process: Enhanced generalization and interpretability	41
Robust and privacy-preserving feature extractor for perturbed images	41
Siamese networks with an online reweighted example for imbalanced data learning	41
GlobalAP: Global average precision optimization for person re-identification	41
Multi-attention augmented network for single image super-resolution	41
Supervised contrastive deep Q-Network for imbalanced radar automatic target recognition	41
Recursive multi-model complementary deep fusion for robust salient object detection via parallel sub-networks	41
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning	41
A novel GCN-based point cloud classification model robust to pose variances	41
Multi-feature deep information bottleneck network for breast cancer classification in contrast enhanced spectral mammography	41
An effective multi-scale interactive fusion network with hybrid Transformer and CNN for smoke image segmentation	41
Semi-supervised multi-Layer convolution kernel learning in credit evaluation	41
Understanding the vulnerability of skeleton-based Human Activity Recognition via black-box attack	40
Collaborative boundary-aware context encoding networks for error map prediction	40
Image inpainting via spatial projections	40
Certainty weighted voting-based noise correction for crowdsourcing	40