Pattern Recognition

Article	Citations
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring	579
Editorial Board	522
FastOPM—A practical method for partial match of time series	448
Multi-task meta label correction for time series prediction	427
Mutual Domain Adaptation	427
One-pass online learning under evolving feature data streams: A non-parametric model	412
Robust deep fuzzy K-means clustering for image data	399
Generalization capacity of multi-class SVM based on Markovian resampling	397
Support subsets estimation for support vector machines retraining	330
Looking beyond input frames: Self-supervised adaptation for video super-resolution	322
The MERIT dataset: Modelling and efficiently rendering interpretable transcripts	284
Pathological graph self-supervised learning for clear-cell renal cell carcinoma survival prediction	266
Bi-Attention enhanced representation learning for image-text matching	243
Sequence patterns and HMM profiles to predict proteome wide zinc finger motifs	237
Spectral approximation of Gaussian random graph Laplacians and applications to pattern recognition	234
End-to-end susceptibility-induced distortion correction for diffusion MRI with unsupervised deep learning	203
Text-guided weakly supervised framework for dynamic facial expression recognition	201
Density peaks clustering algorithm integrating manifold distance and mutual nearest neighbors	187
GraphProbe: Knowledge Probing for Graph Representation Learning	186
Spectral compression transformer with line pose graph for monocular 3D human pose estimation	186
Adaptive proximal regularization for image smoothing	184
Inter-Attribute awareness for pedestrian attribute recognition	182
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data	181
Hyper-feature aggregation and relaxed distillation for class incremental learning	178
CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation	172

An entity-weights-based convolutional neural network for large-sale complex knowledge embedding	171
Balanced seed selection for K-means clustering with determinantal point process	163
Beyond similarity: Mutual information-guided retrieval for in-context learning in VQA	162
State transition difference prediction for deep reinforcement learning	159
Consistency-driven feature scoring and regularization network for visible–infrared person re-identification	141
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	140
Extrinsic kernel ridge regression classifier for Kendall’s planar shape space	134
Kinship verification using multi-level dictionary pair learning for multiple resolution images	134
Striving for understanding: Deconstructing neural networks in side-channel analysis	131
Improving lesion segmentation in medical images by global and regional feature compensation	131
Thermal to Visual Person Re-Identification Using Collaborative Metric Learning Based on Maximum Margin Matrix Factorization	131
Adaptive integration of textual context and visual embeddings for underrepresented vision classification	130
Hypergraph-driven landmark detection foundation model on echocardiography for cardiac function quantification	128
Kernel-aware dynamic convolution for dense prediction	128
Domain aware post training quantization for vision transformers in deployment	127
Beyond mask: Rethinking guidance types in few-shot segmentation	127
RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering	125
Frequency-domain multi-scale graph learning with information-theoretic constraint for spatio-temporal prediction	123
Spectral Contrastive Clustering	121
Privileged multi-task learning for attribute-aware aesthetic assessment	121
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface	120
Unsupervised update summarization of news events	120
Gradual interaction network for stereo matching	118
RVSA-3D: Voxel-based fully sparse attention 3D object detection for rail transit obstacle perception	118
Two phase cooperative learning for supervised dimensionality reduction	116
Deep and wide nonnegative matrix factorization with embedded regularization	115
Unsupervised learning non-uniform face enhancement under physics-guided model of illumination decoupling	113
Locally adaptive one-class classifier fusion with dynamic ℓp-Norm constraints for robust anomaly detection	113
Temporal consistent multi-view perception for robust embodied manipulation	111
Adversarial spectral perturbation for single-domain generalized object detection	106
Attention-assisted multilevel fusion framework for generalized iris presentation attack detection	106
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation	104
A Dual Self-Attention mechanism for vehicle re-Identification	104
Mamba-Stereo: Mamba Regularization for Stereo matching	104
Unsupervised person re-identification via multi-domain joint learning	101
Neural Normalized Cut: A differential and generalizable approach for spectral clustering	100
Dynamic feature fusion with spatial-temporal context for robust object tracking	100
Identifying the key frames: An attention-aware sampling method for action recognition	100
GNS2CCL: A graph network semi-supervised concept-cognitive learning model for node classification	99
Enhanced visual prompt meets low-light saliency detection	96
Training-free subject-enhanced attention guidance for compositional text-to-image generation	95
Multidimensional nonlinear transform-based tensor representation for high-dimensional image reconstruction	95
Fast adaptively balanced min-cut clustering	94
Synthetic unknown class learning for learning unknowns	93
Robust multilayer bootstrap networks in ensemble for unsupervised representation learning and clustering	93
Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation	93
Trunk-branch contrastive network with multi-view deformable aggregation for multi-view action recognition	93
Enhanced visible–infrared person re-identification based on cross-attention multiscale residual vision transformer	91
Self-supervised video object segmentation via pseudo label rectification	91
DM-GAN: CNN hybrid vits for training GANs under limited data	91

A cross-network node classification method in open-set scenario	90
From temporal thumbnail to semantics: Debiasing multi-view action recognition	89
Dynamic selection for reconstructing instance-dependent noisy labels	89
Distance-aware network for physical-world object distribution estimation and counting	88
Distribution alignment for cross-device palmprint recognition	88
STAR-Net: an interpretable model-aided network for remote sensing image denoising	88
Robust Table Detection and Structure Recognition from Heterogeneous Document Images	88
Cross-modal co-feedback cellular automata for RGB-T saliency detection	88
A bijective inference network for interpretable identification of RNA N	86
Temporal sparse adversarial attack on sequence-based gait recognition	85
Bounded exponential loss function based AdaBoost ensemble of OCSVMs	85
SpatioTemporal focus for skeleton-based action recognition	85
MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs	85
GaitMDF: Gait recognition via motion deformation field modeling and knowledge transfer	83
Sign-aware recommendation based on mixed-path aggregation	83
Interpretable deep learning enables reliable and label-efficient fluorescence imaging	82
IHMambaSR: An importance-guided hierarchical mamba with dynamic prompt for single image super-resolution	82
Haze has many faces: Multi-domain haze style transfer for diverse haze removal	81
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing	81
Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map	81
Implicit face model: Depth super-resolution for 3D face recognition	81
Pseudo-labeling with keyword refining for few-supervised video captioning	79
Dynamic weighted knowledge distillation for brain tumor segmentation	78
Scaled robust linear embedding with adaptive neighbors preserving	77
Deep graph matching meets mixed-integer linear programming: Relax or not ?	77
Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection	77
eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation	77
DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images	77
MSG-CLIP: Enhancing CLIP’s ability to learn fine-grained structural associations through multi-modal scene graph alignment	76
W-EICMFusion: A fusion network for infrared and visible images utilising WOA hyperparameter optimisation	76
Multi-head graph contrastive learning with hop augmentation for node classification	75
Leveraging tensor kernels to reduce objective function mismatch in deep clustering	75
Cross-Modality Interactive Attention Network for AI-generated image quality assessment	75
Intensity mixture and band-adaptive detail fusion for pansharpening	74
DA-GAN: Dual-attention generative adversarial networks for real-world exquisite makeup transfer	74
A neighborhood-based method for mining and fusing positive and negative false samples	74
AdaPrompt-IR: Adaptive learning to perceive degradation semantic and prompting for all-in-one image restoration	73
LDM-Morph: Latent diffusion model guided deformable image registration	73
MSAN: Multiscale self-attention network for pansharpening	73
Fuzzy clustering algorithm with locality preserving based on anchor graph	73
PSCFormer: A lightweight hybrid network for gas identification in electronic nose system	73
GriT-DBSCAN: A spatial clustering algorithm for very large databases	73
DC-AD: A Divide-and-Conquer Method for Few-Shot Anomaly Detection	72
An illumination-guided dual attention vision transformer for low-light image enhancement	71
Switching clusters’ synchronization for discrete space-time complex dynamical networks via boundary feedback controls	71
Explainable AI in human motion: A comprehensive approach to analysis, modeling, and generation	71
Phase Randomization: A data augmentation for domain adaptation in human action recognition	71
Adapt only once: Fast unsupervised person re-identification via relevance-aware guidance	71
Mix-ViT: Mixing attentive vision transformer for ultra-fine-grained visual categorization	71
ANNE: Adaptive Nearest Neighbours and Eigenvector-based sample selection for robust learning with noisy labels	70
A generalized multi-aspect distance metric for mixed-type data clustering	70
MA-Neck: Mutual attention-based feature enhancement for lightweight object detection	70
Generalization of deep learning models for natural gas indication in 2D seismic data	69
Early gesture detection in untrimmed streams: A controlled CTC approach for reliable decision-making	69
Few-shot image generation via information transfer from the built Geodesic surface	69
TBConvL-Net: A hybrid deep learning architecture for robust medical image segmentation	69
Editorial Board	68
Feature decoupling and regeneration towards wifi-based human activity recognition	68
A projected gradient solution to the minimum connector problem with extensions to support vector machines	68
Mitigate the classification ambiguity via localization-classification sequence in object detection	67
OpenInst: A simple query-based method for open-world instance segmentation	66
Source-free domain adaptation via multimodal space-guided alignment	66
Feature-matching method based on keypoint response constraint using binary encoding of phase congruency	65
Elucidating robust learning with uncertainty-aware corruption pattern estimation	65
MCE: Towards a general framework for handling missing modalities under imbalanced missing rates	65
Spectral analysis on 3D orthogonal moments for effective terrain matching	65
Hyper-network curvature: A new representation method for high-order brain network analysis	64
OFVL-MS++: Once for visual localization across multiple scenes via a two-stage framework	64
Editorial Board	64
Robust image hiding network with Frequency and Spatial Attentions	64
Online graph based transforms for intra-predicted imaging data	64
Towards Automatic Model Compression via a Unified Two-Stage Framework	64
Diagnosing Alzheimer’s disease using hypergraph neural networks with prompt tuning	63
GStitch: Spatial-temporal fusion of 3D Gaussian splattings for scalable 3D reconstruction	62
Graph Attentive Dual Ensemble learning for Unsupervised Domain Adaptation on point clouds	62
Variational graph filter autoencoder for uncovering community structure in multiplex networks	62
Modeling and clustering of heterogeneous multivariate categorical sequences	62
Learning-by-generation: Enhancing gaze estimation via controllable generative data and two-stage training	62
Prototype-based scatter learning for smoke segmentation	61
Practical protection against video data leakage via universal adversarial head	61

Binary feature learning with local spectral context-aware attention for classification of hyperspectral images	61
Multi-proxy feature learning for robust fine-grained visual recognition	60
Unsupervised multiplex graph representation learning via maximizing coding rate reduction	60
Self-supervised learning video anomaly detection based on time interval prediction and noise classification	59
Marginal debiased network for fair visual recognition	59
A feature pair-based neural network embedded decision tree for synergistic drug combination prediction	59
Diversity covariance-aware prompt learning for vision-language models	59
Weighting and pruning based ensemble deep random vector functional link network for tabular data classification	59
Table representation learning using heterogeneous graph embedding	59
Neural recommendation by user-item-user and item-user-item relation modeling	58
A unified framework for unsupervised action learning via global-to-local motion transformer	58
BE-ECM: Belief Entropy-based Evidential C-Means and its application in data clustering	58
Learning a bi-directional discriminative representation for deep clustering	58
Human interaction recognition framework based on interacting body part attention	58
Sparse and robust support vector machine with capped squared loss for large-scale pattern classification	58
Rank-revealing fully-connected tensor network decomposition and its application to tensor completion	58
Probabilistic modeling of disparity uncertainty for robust and efficient stereo matching	58
Leaning geometrical diffusion network via power spherical distribution for point clouds generation	57
Underwater image enhancement via degradation information extraction and guidance	57
Robust sparse and low-redundancy multi-label feature selection with dynamic local and global structure preservation	57
A unified spatial-spectral-temporal network for hyperspectral object tracking	57
IMCSN: An improved neighborhood aggregation interaction strategy for multi-scale contrastive Siamese networks	57
LSVG: Language-Guided Scene Graphs with 2D-Assisted Multi-Modal Encoding for 3D Visual Grounding	57
Consistency and label constrained transfer low-rank representation for cross-light finger vein recognition	57
MS2Edge: Towards energy-efficient and crisp edge detection with multi-scale residual learning in SNNs	57
Image analysis by fractional-order weighted spherical Bessel-Fourier moments	57
A novel relation aware wrapper method for feature selection	56
Semi-supervised feature selection with concept factorization and robust label learning	56
Variable multi-scale attention fusion network and adaptive correcting gradient optimization for multi-task learning	56
PSSS-EEG: A Probabilistic-masking Self-Supervised Swin-transformer model for EEG-based drowsiness recognition	56
TreEnhance: A tree search method for low-light image enhancement	56
Center Prediction Loss for Re-identification	56
3D point cloud classification network with hybrid sampling enhancement and point energy attention	56
A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies	56
Local-enhanced representation for text-based person search	56
A survey of human-computer interaction (HCI) & natural habits-based behavioural biometric modalities for user recognition schemes	55
BEST: Building evidences from scattered templates for accurate contactless palmprint recognition	55
Auto-attention mechanism for multi-view deep embedding clustering	55
Multi-view fuzzy C-means clustering via multi-objective slime mould and cooperative learning	55
Prompt-level contrastive learning for context-aware multi-modal image representation in medical diagnosis	55
HMSFT: Hierarchical Multi-scale Spatial-Frequency-Temporal collaborative transformer for 3D human pose estimation	55
Trajectory-User Linking via Multi-Scale Graph Attention Network	55
Dual-branch adjacent connection and channel mixing network for video crowd counting	54
Linearized alternating direction method of multipliers for elastic-net support vector machines	54
Stain-adaptive self-supervised learning for histopathology image analysis	54
Generating Transferable Adversarial Examples for Speech Classification	54
Deep evidential clustering based on feature representation learning and belief function theory	54
Locality-driven flexible consensus graph learning for multi-view clustering	54
A spatially constrained skew Student’s-t mixture model for brain MR image segmentation and bias field correction	54
Progressive modality-complement aggregative multitransformer for domain multi-modal neural machine translation	54
DecloudFormer: Quest the key to consistent thin cloud removal of wide-swath multi-spectral images	54
Neural spatial–temporal tensor representation for infrared small target detection	54
Backdoor defense for large language models with weak-to-strong knowledge distillation	54
Investigating the effectiveness of data augmentation from similarity and diversity: An empirical study	54
Deep contrastive representation learning for supervised tasks	54
Anisotropic p	54
FADMB: Fully attention-based dual memory bank network for weakly supervised video anomaly detection	54
Not All Samples Are Born Equal: Towards Effective Clean-Label Backdoor Attacks	53
An efficient and lightweight pyramid attention for image deblurring	53
A uniform representation model for OCT-based fingerprint presentation attack detection and reconstruction	53
Privacy-preserving speaker verification system using Ranking-of-Element hashing	53
Semantic perceptive infrared and visible image fusion Transformer	53
Fuzzy cluster-aware contrastive clustering for time series	53
A multi-resolution self-supervised learning framework for semantic segmentation in histopathology	53
Rank Gap Sensitive Deep AUC maximization for CTR prediction	52
Collaborative contrastive learning for cross-domain gaze estimation	52
Weakly supervised 3D human pose estimation based on PnP projection model	52
A landmark-free approach for automatic, dense and robust correspondence of 3D faces	52
Shape-centered representation learning for visible–infrared person re-identification	52
Homogeneous and heterogeneous relational graph for visible-infrared person re-identification	52
Methods for segmenting cracks in 3d images of concrete: A comparison based on semi-synthetic images	52
Table Structure Recognition and Form Parsing by End-to-End Object Detection and Relation Parsing	52
CLEAR: Cross-Transformers With Pre-Trained Language Model for Person Attribute Recognition and Retrieval	51
DPL: Dual-prior learning for weakly-supervised semantic segmentation in driving scenes	51
FSENet: Feature suppression and enhancement network for tiny object detection	51
Underwater image enhancement via color constraints and transmission-guided modeling	50
GDB: Gated Convolutions-based Document Binarization	50
Driver multi-task emotion recognition network based on multi-modal facial video analysis	50
Multi scale pixel attention and feature extraction based neural network for image denoising	50
Multi-modal brain tumor segmentation via disentangled representation learning and region-aware contrastive learning	50
Innovative tooth segmentation using hierarchical features and bidirectional sequence modeling	50
EEnvA-Mamba: Effective and environtology-aware adaptive Mamba for road object detection in adverse weather scenes	50
RhythmFormer: Extracting patterned rPPG signals based on periodic sparse attention	50
Geometric-inspired graph-based Incomplete Multi-view Clustering	50
Efficient federated multi-view learning	50
Towards better long-tailed oracle character recognition with adversarial data augmentation	50
Hybrid-context-based multi-prior entropy modeling for learned lossless image compression	49
TransVFC: A transformable video feature compression framework for machines	49
Scene Chinese Recognition with Local and Global Attention	49
MGCM: Multi-modal graph convolutional mamba for cancer survival prediction	48
Co-regularized optimal high-order graph embedding for multi-view clustering	48
Hybrid routing transformer for zero-shot learning	48
ResPrune: An energy-efficient restorative filter pruning method using stochastic optimization for accelerating CNN	48
Multi-granularity interaction and feature recombination network for fine-grained visual classification	48
Advection-diffusion spatiotemporal recurrent network for regional wind speed prediction	48