Pattern Recognition

Article	Citations
Looking beyond input frames: Self-supervised adaptation for video super-resolution	535
SpatioTemporal focus for skeleton-based action recognition	488
Distribution alignment for cross-device palmprint recognition	396
PSCFormer: A lightweight hybrid network for gas identification in electronic nose system	371
Self-supervised video object segmentation via pseudo label rectification	349
Spectral Contrastive Clustering	347
Multi-head graph contrastive learning with hop augmentation for node classification	335
Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation	327
DA-GAN: Dual-attention generative adversarial networks for real-world exquisite makeup transfer	295
RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering	289
Synthetic unknown class learning for learning unknowns	246
Fuzzy clustering algorithm with locality preserving based on anchor graph	240
Mamba-Stereo: Mamba Regularization for Stereo matching	229
Adversarial spectral perturbation for single-domain generalized object detection	216
Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection	204
Bi-Attention enhanced representation learning for image-text matching	185
Gradual interaction network for stereo matching	180
Mix-ViT: Mixing attentive vision transformer for ultra-fine-grained visual categorization	174
Adapt only once: Fast unsupervised person re-identification via relevance-aware guidance	172
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring	170
Editorial Board	169
FastOPM—A practical method for partial match of time series	166
Mutual Domain Adaptation	165
Generalization capacity of multi-class SVM based on Markovian resampling	165
Robust deep fuzzy K-means clustering for image data	157

Trunk-branch contrastive network with multi-view deformable aggregation for multi-view action recognition	156
A cross-network node classification method in open-set scenario	154
Unsupervised learning non-uniform face enhancement under physics-guided model of illumination decoupling	144
Striving for understanding: Deconstructing neural networks in side-channel analysis	140
Kinship verification using multi-level dictionary pair learning for multiple resolution images	139
Thermal to Visual Person Re-Identification Using Collaborative Metric Learning Based on Maximum Margin Matrix Factorization	129
Leveraging tensor kernels to reduce objective function mismatch in deep clustering	129
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	125
Phase Randomization: A data augmentation for domain adaptation in human action recognition	125
Pathological graph self-supervised learning for clear-cell renal cell carcinoma survival prediction	124
The MERIT dataset: Modelling and efficiently rendering interpretable transcripts	121
Robust multilayer bootstrap networks in ensemble for unsupervised representation learning and clustering	120
Multi-task meta label correction for time series prediction	119
Beyond mask: Rethinking guidance types in few-shot segmentation	119
Unsupervised update summarization of news events	119
Scaled robust linear embedding with adaptive neighbors preserving	116
MA-Neck: Mutual attention-based feature enhancement for lightweight object detection	115
Neural Normalized Cut: A differential and generalizable approach for spectral clustering	114
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation	112
Deep graph matching meets mixed-integer linear programming: Relax or not ?	108
Dynamic feature fusion with spatial-temporal context for robust object tracking	108
One-pass online learning under evolving feature data streams: A non-parametric model	107
Deep and wide nonnegative matrix factorization with embedded regularization	104
Extrinsic kernel ridge regression classifier for Kendall’s planar shape space	104
Spectral approximation of Gaussian random graph Laplacians and applications to pattern recognition	104
Intensity mixture and band-adaptive detail fusion for pansharpening	102
W-EICMFusion: A fusion network for infrared and visible images utilising WOA hyperparameter optimisation	100
Sequence patterns and HMM profiles to predict proteome wide zinc finger motifs	100
Implicit face model: Depth super-resolution for 3D face recognition	99
Spectral compression transformer with line pose graph for monocular 3D human pose estimation	98
DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images	98
GriT-DBSCAN: A spatial clustering algorithm for very large databases	98
State transition difference prediction for deep reinforcement learning	98
MSG-CLIP: Enhancing CLIP’s ability to learn fine-grained structural associations through multi-modal scene graph alignment	97
Text-guided weakly supervised framework for dynamic facial expression recognition	97
Cross-modal co-feedback cellular automata for RGB-T saliency detection	96
End-to-end susceptibility-induced distortion correction for diffusion MRI with unsupervised deep learning	94
Support subsets estimation for support vector machines retraining	93
DC-AD: A Divide-and-Conquer Method for Few-Shot Anomaly Detection	93
Locally adaptive one-class classifier fusion with dynamic ℓ	92
A neighborhood-based method for mining and fusing positive and negative false samples	91
Pseudo-labeling with keyword refining for few-supervised video captioning	91
Cross-Modality Interactive Attention Network for AI-generated image quality assessment	90
Consistency-driven feature scoring and regularization network for visible–infrared person re-identification	90
Privileged multi-task learning for attribute-aware aesthetic assessment	89
Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map	89
Frequency-domain multi-scale graph learning with information-theoretic constraint for spatio-temporal prediction	88
Temporal consistent multi-view perception for robust embodied manipulation	87
Two phase cooperative learning for supervised dimensionality reduction	87
Attention-assisted multilevel fusion framework for generalized iris presentation attack detection	86

Adaptive integration of textual context and visual embeddings for underrepresented vision classification	86
Hypergraph-driven landmark detection foundation model on echocardiography for cardiac function quantification	86
Training-free subject-enhanced attention guidance for compositional text-to-image generation	85
Improving lesion segmentation in medical images by global and regional feature compensation	84
Density peaks clustering algorithm integrating manifold distance and mutual nearest neighbors	83
GraphProbe: Knowledge Probing for Graph Representation Learning	82
STAR-Net: an interpretable model-aided network for remote sensing image denoising	81
Switching clusters’ synchronization for discrete space-time complex dynamical networks via boundary feedback controls	80
Robust Table Detection and Structure Recognition from Heterogeneous Document Images	80
Balanced seed selection for K-means clustering with determinantal point process	80
Identifying the key frames: An attention-aware sampling method for action recognition	79
Temporal sparse adversarial attack on sequence-based gait recognition	78
AdaPrompt-IR: Adaptive learning to perceive degradation semantic and prompting for all-in-one image restoration	78
Inter-Attribute awareness for pedestrian attribute recognition	78
Enhanced visible–infrared person re-identification based on cross-attention multiscale residual vision transformer	78
RVSA-3D: Voxel-based fully sparse attention 3D object detection for rail transit obstacle perception	77
MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs	76
Adaptive proximal regularization for image smoothing	75
DM-GAN: CNN hybrid vits for training GANs under limited data	75
Dynamic selection for reconstructing instance-dependent noisy labels	75
Domain aware post training quantization for vision transformers in deployment	74
A Dual Self-Attention mechanism for vehicle re-Identification	73
An entity-weights-based convolutional neural network for large-sale complex knowledge embedding	73
TBConvL-Net: A hybrid deep learning architecture for robust medical image segmentation	73
Unsupervised person re-identification via multi-domain joint learning	73
Kernel-aware dynamic convolution for dense prediction	73
MSAN: Multiscale self-attention network for pansharpening	72
Explainable AI in human motion: A comprehensive approach to analysis, modeling, and generation	72
ANNE: Adaptive Nearest Neighbours and Eigenvector-based sample selection for robust learning with noisy labels	72
A bijective inference network for interpretable identification of RNA N	71
CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation	71
eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation	71
A generalized multi-aspect distance metric for mixed-type data clustering	69
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing	69
Fast adaptively balanced min-cut clustering	69
An illumination-guided dual attention vision transformer for low-light image enhancement	69
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface	69
Dynamic weighted knowledge distillation for brain tumor segmentation	69
Multidimensional nonlinear transform-based tensor representation for high-dimensional image reconstruction	68
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data	68
Hyper-feature aggregation and relaxed distillation for class incremental learning	67
Bounded exponential loss function based AdaBoost ensemble of OCSVMs	67
Distance-aware network for physical-world object distribution estimation and counting	67
BE-ECM: Belief Entropy-based Evidential C-Means and its application in data clustering	66
Early gesture detection in untrimmed streams: A controlled CTC approach for reliable decision-making	66
Few-shot image generation via information transfer from the built Geodesic surface	65
DPL: Dual-prior learning for weakly-supervised semantic segmentation in driving scenes	65
Deep contrastive representation learning for supervised tasks	65
Rank Gap Sensitive Deep AUC maximization for CTR prediction	65
Modeling and clustering of heterogeneous multivariate categorical sequences	64
Stain-adaptive self-supervised learning for histopathology image analysis	64
BEST: Building evidences from scattered templates for accurate contactless palmprint recognition	64
Variable multi-scale attention fusion network and adaptive correcting gradient optimization for multi-task learning	64
OpenInst: A simple query-based method for open-world instance segmentation	63
Learning-by-generation: Enhancing gaze estimation via controllable generative data and two-stage training	63
A projected gradient solution to the minimum connector problem with extensions to support vector machines	63
A unified framework for unsupervised action learning via global-to-local motion transformer	63
Editorial Board	63
Consistency and label constrained transfer low-rank representation for cross-light finger vein recognition	63
Table Structure Recognition and Form Parsing by End-to-End Object Detection and Relation Parsing	62
Not All Samples Are Born Equal: Towards Effective Clean-Label Backdoor Attacks	62
Weighting and pruning based ensemble deep random vector functional link network for tabular data classification	61
Towards better long-tailed oracle character recognition with adversarial data augmentation	61
Binary feature learning with local spectral context-aware attention for classification of hyperspectral images	60
Privacy-preserving speaker verification system using Ranking-of-Element hashing	60
MCE: Towards a general framework for handling missing modalities under imbalanced missing rates	60
FSENet: Feature suppression and enhancement network for tiny object detection	60
A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies	59
A novel relation aware wrapper method for feature selection	59
A multi-resolution self-supervised learning framework for semantic segmentation in histopathology	59
Multi-proxy feature learning for robust fine-grained visual recognition	58
Marginal debiased network for fair visual recognition	58
Efficient federated multi-view learning	58
Unsupervised multiplex graph representation learning via maximizing coding rate reduction	58
Neural spatial–temporal tensor representation for infrared small target detection	58
Editorial Board	57
Bayesian mixture of gaussian processes for data association problem	57
Mitigate the classification ambiguity via localization-classification sequence in object detection	57
Linearized alternating direction method of multipliers for elastic-net support vector machines	57
Graph Attentive Dual Ensemble learning for Unsupervised Domain Adaptation on point clouds	57

Table representation learning using heterogeneous graph embedding	57
Progressive modality-complement aggregative multitransformer for domain multi-modal neural machine translation	57
Robust image hiding network with Frequency and Spatial Attentions	56
Online graph based transforms for intra-predicted imaging data	56
A landmark-free approach for automatic, dense and robust correspondence of 3D faces	56
A spatially constrained skew Student’s-t mixture model for brain MR image segmentation and bias field correction	55
Feature-matching method based on keypoint response constraint using binary encoding of phase congruency	55
Super-encoder with cooperative autoencoder networks	55
Frequency-guided generalizable representation learning for cross-domain few-shot learning	55
Image analysis by fractional-order weighted spherical Bessel-Fourier moments	55
Feature decoupling and regeneration towards wifi-based human activity recognition	54
Generating Transferable Adversarial Examples for Speech Classification	54
RhythmFormer: Extracting patterned rPPG signals based on periodic sparse attention	54
Trajectory-User Linking via Multi-Scale Graph Attention Network	54
Multi-view fuzzy C-means clustering via multi-objective slime mould and cooperative learning	54
Geometric-inspired graph-based Incomplete Multi-view Clustering	54
Semi-supervised feature selection with concept factorization and robust label learning	54
A survey of human-computer interaction (HCI) & natural habits-based behavioural biometric modalities for user recognition schemes	54
DecloudFormer: Quest the key to consistent thin cloud removal of wide-swath multi-spectral images	54
PSSS-EEG: A Probabilistic-masking Self-Supervised Swin-transformer model for EEG-based drowsiness recognition	53
HMSFT: Hierarchical Multi-scale Spatial-Frequency-Temporal collaborative transformer for 3D human pose estimation	53
Learning a bi-directional discriminative representation for deep clustering	53
GDB: Gated Convolutions-based Document Binarization	53
3D point cloud classification network with hybrid sampling enhancement and point energy attention	53
Multi scale pixel attention and feature extraction based neural network for image denoising	53
Generalization of deep learning models for natural gas indication in 2D seismic data	53
Sparse and robust support vector machine with capped squared loss for large-scale pattern classification	53
Robust sparse and low-redundancy multi-label feature selection with dynamic local and global structure preservation	53
A feature pair-based neural network embedded decision tree for synergistic drug combination prediction	53
Center Prediction Loss for Re-identification	52
TreEnhance: A tree search method for low-light image enhancement	52
Weakly supervised 3D human pose estimation based on PnP projection model	52
Prototype-based scatter learning for smoke segmentation	52
Practical protection against video data leakage via universal adversarial head	52
Elucidating robust learning with uncertainty-aware corruption pattern estimation	52
Variational graph filter autoencoder for uncovering community structure in multiplex networks	52
Human interaction recognition framework based on interacting body part attention	52
Dual-branch adjacent connection and channel mixing network for video crowd counting	52
Locality-driven flexible consensus graph learning for multi-view clustering	51
Collaborative contrastive learning for cross-domain gaze estimation	51
Diversity covariance-aware prompt learning for vision-language models	51
Multi-modal brain tumor segmentation via disentangled representation learning and region-aware contrastive learning	51
CLEAR: Cross-Transformers With Pre-Trained Language Model for Person Attribute Recognition and Retrieval	51
Fuzzy cluster-aware contrastive clustering for time series	51
Underwater image enhancement via color constraints and transmission-guided modeling	51
GStitch: Spatial-temporal fusion of 3D Gaussian splattings for scalable 3D reconstruction	51
Self-supervised learning video anomaly detection based on time interval prediction and noise classification	50
Spectral analysis on 3D orthogonal moments for effective terrain matching	50
Methods for segmenting cracks in 3d images of concrete: A comparison based on semi-synthetic images	50
Deep evidential clustering based on feature representation learning and belief function theory	50
FADMB: Fully attention-based dual memory bank network for weakly supervised video anomaly detection	50
A uniform representation model for OCT-based fingerprint presentation attack detection and reconstruction	50
Neural recommendation by user-item-user and item-user-item relation modeling	50
Auto-attention mechanism for multi-view deep embedding clustering	49
Source-free domain adaptation via multimodal space-guided alignment	49
Rank-revealing fully-connected tensor network decomposition and its application to tensor completion	49
Homogeneous and heterogeneous relational graph for visible-infrared person re-identification	49
Driver multi-task emotion recognition network based on multi-modal facial video analysis	49
Semantic perceptive infrared and visible image fusion Transformer	49
Hyper-network curvature: A new representation method for high-order brain network analysis	49
IMCSN: An improved neighborhood aggregation interaction strategy for multi-scale contrastive Siamese networks	49
Investigating the effectiveness of data augmentation from similarity and diversity: An empirical study	49
Shape-centered representation learning for visible–infrared person re-identification	49
Towards Automatic Model Compression via a Unified Two-Stage Framework	49
An efficient and lightweight pyramid attention for image deblurring	48
Exploring target-related information with reliable global pixel relationships for robust RGB-T tracking	48
Poincaré Fréchet mean	48
Local-enhanced representation for text-based person search	48
OFVL-MS++: Once for visual localization across multiple scenes via a two-stage framework	48
Adaptively robust high-order tensor factorization for low-rank tensor reconstruction	48
Anisotropic p	48
Joint Intra-view and Inter-view Enhanced Tensor Low-rank Induced Affinity Graph Learning	48
Coarse is better? A new pipeline towards self-supervised learning with uncurated images	47
WB-LRP: Layer-wise relevance propagation with weight-dependent baseline	47
Retinal image enhancement with artifact reduction and structure retention	47
Mathematical formula detection in document images: A new dataset and a new approach	47
FeverNet: Enabling accurate and robust remote fever screening	47
Learning to match features with discriminative sparse graph neural network	47
Joint spatial and scale attention network for multi-view facial expression recognition	47
Online portfolio selection with predictive instantaneous risk assessment	47
Hybrid-context-based multi-prior entropy modeling for learned lossless image compression	47
PanoTPS-Net: Panoramic room layout estimation via thin plate spline transformation	47
Staircase Sign Method: Boosting adversarial attacks by mitigating gradient distortion	47
Contrastive Generative Network with Recursive-Loop for 3D point cloud generalized zero-shot classification	47
Editorial Board	46
Corrigendum to ‘Toward a Blind Image Quality Evaluator in the Wild by Learning beyond Human Opinion Scores’ Pattern Recognition. Volume 137 (2023) 109296	46
ERAT:Eyeglasses removal with attention	46
Editorial Board	46
CPSS-FAT: A consistent positive sample selection for object detection with full adaptive threshold	46
GlobalAP: Global average precision optimization for person re-identification	46
Learning discriminative feature representation with pixel-level supervision for forest smoke recognition	46
Example-based color transfer with Gaussian mixture modeling	45
Discriminative attention based weighted sparse representation of visual objects in complex scenarios	45
ZVIR: Zero-shot implicit deep image prior with prior activation for infrared and visible image fusion	45
Arbitrary Order Total Variation for Deformable Image Registration	45