Pattern Recognition

Article	Citations
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring	554
Editorial Board	498
FastOPM—A practical method for partial match of time series	406
Mutual Domain Adaptation	380
Deep graph matching meets mixed-integer linear programming: Relax or not ?	371
Multi-task meta label correction for time series prediction	364
One-pass online learning under evolving feature data streams: A non-parametric model	351
Dynamic feature fusion with spatial-temporal context for robust object tracking	350
Neural Normalized Cut: A differential and generalizable approach for spectral clustering	302
Scaled robust linear embedding with adaptive neighbors preserving	299
Robust deep fuzzy K-means clustering for image data	254
Generalization capacity of multi-class SVM based on Markovian resampling	246
Support subsets estimation for support vector machines retraining	232
Looking beyond input frames: Self-supervised adaptation for video super-resolution	221
Identifying the key frames: An attention-aware sampling method for action recognition	219
Robust multilayer bootstrap networks in ensemble for unsupervised representation learning and clustering	188
The MERIT dataset: Modelling and efficiently rendering interpretable transcripts	187
Pathological graph self-supervised learning for clear-cell renal cell carcinoma survival prediction	180
Synthetic unknown class learning for learning unknowns	175
Mix-ViT: Mixing attentive vision transformer for ultra-fine-grained visual categorization	174
Bi-Attention enhanced representation learning for image-text matching	172
Adapt only once: Fast unsupervised person re-identification via relevance-aware guidance	170
DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images	169
DC-AD: A Divide-and-Conquer Method for Few-Shot Anomaly Detection	169
Implicit face model: Depth super-resolution for 3D face recognition	161

Sequence patterns and HMM profiles to predict proteome wide zinc finger motifs	161
Unsupervised learning non-uniform face enhancement under physics-guided model of illumination decoupling	158
Spectral approximation of Gaussian random graph Laplacians and applications to pattern recognition	154
Cross-modal co-feedback cellular automata for RGB-T saliency detection	143
End-to-end susceptibility-induced distortion correction for diffusion MRI with unsupervised deep learning	141
Text-guided weakly supervised framework for dynamic facial expression recognition	131
MSG-CLIP: Enhancing CLIP’s ability to learn fine-grained structural associations through multi-modal scene graph alignment	131
Enhanced visual prompt meets low-light saliency detection	130
Density peaks clustering algorithm integrating manifold distance and mutual nearest neighbors	129
GraphProbe: Knowledge Probing for Graph Representation Learning	128
Two phase cooperative learning for supervised dimensionality reduction	125
Spectral compression transformer with line pose graph for monocular 3D human pose estimation	123
Phase Randomization: A data augmentation for domain adaptation in human action recognition	122
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	120
Consistency-driven feature scoring and regularization network for visible–infrared person re-identification	120
Extrinsic kernel ridge regression classifier for Kendall’s planar shape space	118
Cross-Modality Interactive Attention Network for AI-generated image quality assessment	117
LDM-Morph: Latent diffusion model guided deformable image registration	117
Kinship verification using multi-level dictionary pair learning for multiple resolution images	112
Pseudo-labeling with keyword refining for few-supervised video captioning	112
Leveraging tensor kernels to reduce objective function mismatch in deep clustering	112
Striving for understanding: Deconstructing neural networks in side-channel analysis	111
Improving lesion segmentation in medical images by global and regional feature compensation	108
Thermal to Visual Person Re-Identification Using Collaborative Metric Learning Based on Maximum Margin Matrix Factorization	108
STAR-Net: an interpretable model-aided network for remote sensing image denoising	108
Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map	106
Adaptive integration of textual context and visual embeddings for underrepresented vision classification	105
A cross-network node classification method in open-set scenario	104
Hypergraph-driven landmark detection foundation model on echocardiography for cardiac function quantification	104
Intensity mixture and band-adaptive detail fusion for pansharpening	103
MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs	101
Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection	100
W-EICMFusion: A fusion network for infrared and visible images utilising WOA hyperparameter optimisation	100
Domain aware post training quantization for vision transformers in deployment	99
Beyond mask: Rethinking guidance types in few-shot segmentation	99
Kernel-aware dynamic convolution for dense prediction	99
RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering	97
Robust Table Detection and Structure Recognition from Heterogeneous Document Images	97
PSCFormer: A lightweight hybrid network for gas identification in electronic nose system	96
Deep and wide nonnegative matrix factorization with embedded regularization	95
A neighborhood-based method for mining and fusing positive and negative false samples	93
Distribution alignment for cross-device palmprint recognition	93
A bijective inference network for interpretable identification of RNA N	93
eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation	92
ANNE: Adaptive Nearest Neighbours and Eigenvector-based sample selection for robust learning with noisy labels	91
Trunk-branch contrastive network with multi-view deformable aggregation for multi-view action recognition	90
Frequency-domain multi-scale graph learning with information-theoretic constraint for spatio-temporal prediction	89
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing	89
Spectral Contrastive Clustering	88
Unsupervised person re-identification via multi-domain joint learning	87

GriT-DBSCAN: A spatial clustering algorithm for very large databases	87
Unsupervised update summarization of news events	85
DM-GAN: CNN hybrid vits for training GANs under limited data	85
Privileged multi-task learning for attribute-aware aesthetic assessment	85
Adaptive proximal regularization for image smoothing	85
Inter-Attribute awareness for pedestrian attribute recognition	84
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data	82
Multidimensional nonlinear transform-based tensor representation for high-dimensional image reconstruction	81
Distance-aware network for physical-world object distribution estimation and counting	81
Hyper-feature aggregation and relaxed distillation for class incremental learning	81
Bounded exponential loss function based AdaBoost ensemble of OCSVMs	80
GNS2CCL: A graph network semi-supervised concept-cognitive learning model for node classification	80
CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation	80
Temporal sparse adversarial attack on sequence-based gait recognition	79
Balanced seed selection for K-means clustering with determinantal point process	78
An entity-weights-based convolutional neural network for large-sale complex knowledge embedding	78
Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation	78
Explainable AI in human motion: A comprehensive approach to analysis, modeling, and generation	78
SpatioTemporal focus for skeleton-based action recognition	77
Self-supervised video object segmentation via pseudo label rectification	76
DA-GAN: Dual-attention generative adversarial networks for real-world exquisite makeup transfer	76
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface	76
Fuzzy clustering algorithm with locality preserving based on anchor graph	75
A generalized multi-aspect distance metric for mixed-type data clustering	75
Training-free subject-enhanced attention guidance for compositional text-to-image generation	75
Dynamic weighted knowledge distillation for brain tumor segmentation	75
State transition difference prediction for deep reinforcement learning	73
Dual-Selection and Optimal Transport for Robust Incomplete and Unaligned Multi-view Clustering	73
MA-Neck: Mutual attention-based feature enhancement for lightweight object detection	72
Dynamic selection for reconstructing instance-dependent noisy labels	72
Locally adaptive one-class classifier fusion with dynamic ℓp-Norm constraints for robust anomaly detection	72
Adversarial spectral perturbation for single-domain generalized object detection	71
RVSA-3D: Voxel-based fully sparse attention 3D object detection for rail transit obstacle perception	71
Temporal consistent multi-view perception for robust embodied manipulation	71
Attention-assisted multilevel fusion framework for generalized iris presentation attack detection	71
A Dual Self-Attention mechanism for vehicle re-Identification	70
MSAN: Multiscale self-attention network for pansharpening	70
An illumination-guided dual attention vision transformer for low-light image enhancement	70
A Segment Anything Model adaptation framework for battery visual inspection under complex radiographic imaging conditions	70
Multi-head graph contrastive learning with hop augmentation for node classification	69
Fast adaptively balanced min-cut clustering	69
Mamba-Stereo: Mamba Regularization for Stereo matching	69
Enhanced visible–infrared person re-identification based on cross-attention multiscale residual vision transformer	69
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation	69
Gradual interaction network for stereo matching	68
Switching clusters’ synchronization for discrete space-time complex dynamical networks via boundary feedback controls	67
AdaPrompt-IR: Adaptive learning to perceive degradation semantic and prompting for all-in-one image restoration	67
A unified framework for unsupervised action learning via global-to-local motion transformer	66
BE-ECM: Belief Entropy-based Evidential C-Means and its application in data clustering	66
Generalization of deep learning models for natural gas indication in 2D seismic data	66
TBConvL-Net: A hybrid deep learning architecture for robust medical image segmentation	66
Early gesture detection in untrimmed streams: A controlled CTC approach for reliable decision-making	66
Eye-Conscious Augmentation driven Multi-Granularity Regression for 3D gaze estimdation	66
DPL: Dual-prior learning for weakly-supervised semantic segmentation in driving scenes	65
GDB: Gated Convolutions-based Document Binarization	65
Few-shot image generation via information transfer from the built Geodesic surface	65
A projected gradient solution to the minimum connector problem with extensions to support vector machines	65
Multi-view fuzzy C-means clustering via multi-objective slime mould and cooperative learning	65
Rank Gap Sensitive Deep AUC maximization for CTR prediction	65
Editorial Board	65
Feature decoupling and regeneration towards wifi-based human activity recognition	65
Robust sparse and low-redundancy multi-label feature selection with dynamic local and global structure preservation	64
Weighting and pruning based ensemble deep random vector functional link network for tabular data classification	64
3D point cloud classification network with hybrid sampling enhancement and point energy attention	64
Efficient federated multi-view learning	62
Human interaction recognition framework based on interacting body part attention	61
Linearized alternating direction method of multipliers for elastic-net support vector machines	61
Geometric-inspired graph-based Incomplete Multi-view Clustering	61
Mitigate the classification ambiguity via localization-classification sequence in object detection	61
DecloudFormer: Quest the key to consistent thin cloud removal of wide-swath multi-spectral images	61
Not All Samples Are Born Equal: Towards Effective Clean-Label Backdoor Attacks	60
Table Structure Recognition and Form Parsing by End-to-End Object Detection and Relation Parsing	60
A multi-resolution self-supervised learning framework for semantic segmentation in histopathology	60
Driver multi-task emotion recognition network based on multi-modal facial video analysis	60
OpenInst: A simple query-based method for open-world instance segmentation	60
Source-free domain adaptation via multimodal space-guided alignment	60
Center Prediction Loss for Re-identification	59
Feature-matching method based on keypoint response constraint using binary encoding of phase congruency	59
MCE: Towards a general framework for handling missing modalities under imbalanced missing rates	59
Spectral analysis on 3D orthogonal moments for effective terrain matching	58

Collaborative contrastive learning for cross-domain gaze estimation	58
Elucidating robust learning with uncertainty-aware corruption pattern estimation	58
TreEnhance: A tree search method for low-light image enhancement	57
Editorial Board	57
Underwater image enhancement via color constraints and transmission-guided modeling	57
Robust image hiding network with Frequency and Spatial Attentions	57
Online graph based transforms for intra-predicted imaging data	57
Semi-supervised feature selection with concept factorization and robust label learning	57
An efficient and lightweight pyramid attention for image deblurring	56
Anisotropic p	56
Rank-revealing fully-connected tensor network decomposition and its application to tensor completion	56
Towards Automatic Model Compression via a Unified Two-Stage Framework	56
Hyper-network curvature: A new representation method for high-order brain network analysis	56
OFVL-MS++: Once for visual localization across multiple scenes via a two-stage framework	56
Graph Attentive Dual Ensemble learning for Unsupervised Domain Adaptation on point clouds	55
Deep contrastive representation learning for supervised tasks	55
Self-supervised learning video anomaly detection based on time interval prediction and noise classification	55
Auto-attention mechanism for multi-view deep embedding clustering	55
Generating Transferable Adversarial Examples for Speech Classification	55
Neural recommendation by user-item-user and item-user-item relation modeling	55
A survey of human-computer interaction (HCI) & natural habits-based behavioural biometric modalities for user recognition schemes	54
Diversity covariance-aware prompt learning for vision-language models	54
Investigating the effectiveness of data augmentation from similarity and diversity: An empirical study	54
Weakly supervised 3D human pose estimation based on PnP projection model	54
Local-enhanced representation for text-based person search	54
Locality-driven flexible consensus graph learning for multi-view clustering	53
CLEAR: Cross-Transformers With Pre-Trained Language Model for Person Attribute Recognition and Retrieval	53
Privacy-preserving speaker verification system using Ranking-of-Element hashing	53
Fuzzy cluster-aware contrastive clustering for time series	53
Multi scale pixel attention and feature extraction based neural network for image denoising	53
Modeling and clustering of heterogeneous multivariate categorical sequences	53
Shape-centered representation learning for visible–infrared person re-identification	53
Leaning geometrical diffusion network via power spherical distribution for point clouds generation	53
Multi-modal brain tumor segmentation via disentangled representation learning and region-aware contrastive learning	53
Neural spatial–temporal tensor representation for infrared small target detection	53
FADMB: Fully attention-based dual memory bank network for weakly supervised video anomaly detection	53
Semantic perceptive infrared and visible image fusion Transformer	53
GStitch: Spatial-temporal fusion of 3D Gaussian splattings for scalable 3D reconstruction	53
Prototype-based scatter learning for smoke segmentation	52
Variational graph filter autoencoder for uncovering community structure in multiplex networks	52
A unified spatial-spectral-temporal network for hyperspectral object tracking	52
MS2Edge: Towards energy-efficient and crisp edge detection with multi-scale residual learning in SNNs	52
Stain-adaptive self-supervised learning for histopathology image analysis	52
Dual-branch adjacent connection and channel mixing network for video crowd counting	52
Learning-by-generation: Enhancing gaze estimation via controllable generative data and two-stage training	52
BEST: Building evidences from scattered templates for accurate contactless palmprint recognition	52
LSVG: Language-Guided Scene Graphs with 2D-Assisted Multi-Modal Encoding for 3D Visual Grounding	52
Consistency and label constrained transfer low-rank representation for cross-light finger vein recognition	51
A landmark-free approach for automatic, dense and robust correspondence of 3D faces	51
A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies	51
Progressive modality-complement aggregative multitransformer for domain multi-modal neural machine translation	51
Binary feature learning with local spectral context-aware attention for classification of hyperspectral images	51
Prompt-level contrastive learning for context-aware multi-modal image representation in medical diagnosis	51
Image analysis by fractional-order weighted spherical Bessel-Fourier moments	50
Unsupervised multiplex graph representation learning via maximizing coding rate reduction	50
Table representation learning using heterogeneous graph embedding	50
Multi-proxy feature learning for robust fine-grained visual recognition	50
Bayesian mixture of gaussian processes for data association problem	50
Marginal debiased network for fair visual recognition	50
Practical protection against video data leakage via universal adversarial head	50
A feature pair-based neural network embedded decision tree for synergistic drug combination prediction	49
Sparse and robust support vector machine with capped squared loss for large-scale pattern classification	49
Towards better long-tailed oracle character recognition with adversarial data augmentation	49
Methods for segmenting cracks in 3d images of concrete: A comparison based on semi-synthetic images	49
FSENet: Feature suppression and enhancement network for tiny object detection	49
IMCSN: An improved neighborhood aggregation interaction strategy for multi-scale contrastive Siamese networks	49
Super-encoder with cooperative autoencoder networks	49
Deep evidential clustering based on feature representation learning and belief function theory	49
Learning a bi-directional discriminative representation for deep clustering	49
Variable multi-scale attention fusion network and adaptive correcting gradient optimization for multi-task learning	49
A uniform representation model for OCT-based fingerprint presentation attack detection and reconstruction	49
PSSS-EEG: A Probabilistic-masking Self-Supervised Swin-transformer model for EEG-based drowsiness recognition	49
HMSFT: Hierarchical Multi-scale Spatial-Frequency-Temporal collaborative transformer for 3D human pose estimation	49
RhythmFormer: Extracting patterned rPPG signals based on periodic sparse attention	49
Trajectory-User Linking via Multi-Scale Graph Attention Network	48
A novel relation aware wrapper method for feature selection	48
Molecular graph contrastive learning with line graph	48
Region-wise loss for biomedical image segmentation	48
A spatially constrained skew Student’s-t mixture model for brain MR image segmentation and bias field correction	48
PDRLRR: A novel low-rank representation with projection distance regularization via manifold optimization for clustering	48
CGMV-EGR: A multimodal fusion framework for electromyographic gesture recognition	48
Corrigendum to “ALPSB: Adaptive Learngene with Plastic and Stable Branches” [Pattern Recognition 172 (2026) 112623]	48
Homogeneous and heterogeneous relational graph for visible-infrared person re-identification	48
Human Object Interaction detection enhanced by common sense and contextual cues	48
End-to-end kernel learning via generative random Fourier features	48
Dynamic and static mutual fitting for action recognition	47
Leveraging Transformer-based autoencoders for low-rank multi-view subspace clustering	47
Cascaded feature fusion with multi-level self-attention mechanism for object detection	47
GlobalAP: Global average precision optimization for person re-identification	47
Probabilistic smooth attention for deep multiple instance learning in medical imaging	47
Distributional and spatial-temporal robust representation learning for transportation activity recognition	47
Hybrid routing transformer for zero-shot learning	47
TWFNet: Introducing transitional weather conditions for autonomous driving with a spatio-temporal forecasting network	47
TransVFC: A transformable video feature compression framework for machines	47
SS ViT: Observing pathologies of multi-layer perceptron weights and re-setting vision transformer	46