Pattern Recognition

Article	Citations
Self-supervised video object segmentation via pseudo label rectification	434
Spectral Contrastive Clustering	400
Robust multilayer bootstrap networks in ensemble for unsupervised representation learning and clustering	336
Deep graph matching meets mixed-integer linear programming: Relax or not ?	308
Beyond mask: Rethinking guidance types in few-shot segmentation	288
Striving for understanding: Deconstructing neural networks in side-channel analysis	252
Looking beyond input frames: Self-supervised adaptation for video super-resolution	225
Effective action recognition with embedded key point shifts	219
GriT-DBSCAN: A spatial clustering algorithm for very large databases	212
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	210
Thermal to Visual Person Re-Identification Using Collaborative Metric Learning Based on Maximum Margin Matrix Factorization	210
Bounded exponential loss function based AdaBoost ensemble of OCSVMs	200
SpatioTemporal focus for skeleton-based action recognition	197
Distance-aware network for physical-world object distribution estimation and counting	190
An illumination-guided dual attention vision transformer for low-light image enhancement	186
Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection	184
Dynamic weighted knowledge distillation for brain tumor segmentation	182
ANNE: Adaptive Nearest Neighbours and Eigenvector-based sample selection for robust learning with noisy labels	174
Hyper-feature aggregation and relaxed distillation for class incremental learning	172
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing	170
Multi-task meta label correction for time series prediction	166
MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs	160
Unsupervised person re-identification via multi-domain joint learning	155
Head pose estimation using deep neural networks and 3D point clouds	154
Robust Table Detection and Structure Recognition from Heterogeneous Document Images	150

Fast adaptively balanced min-cut clustering	149
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation	149
Two phase cooperative learning for supervised dimensionality reduction	149
Dynamic feature fusion with spatial-temporal context for robust object tracking	149
Balanced seed selection for K-means clustering with determinantal point process	148
CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation	148
Deep reinforcement learning with credit assignment for combinatorial optimization	148
DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images	145
Consistency-driven feature scoring and regularization network for visible–infrared person re-identification	145
Extrinsic kernel ridge regression classifier for Kendall’s planar shape space	142
Cross-Modality Interactive Attention Network for AI-generated image quality assessment	140
Support subsets estimation for support vector machines retraining	138
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring	135
Intensity mixture and band-adaptive detail fusion for pansharpening	135
Mutual Domain Adaptation	132
Editorial Board	128
An entity-weights-based convolutional neural network for large-sale complex knowledge embedding	127
Cross-modal co-feedback cellular automata for RGB-T saliency detection	125
A generalized multi-aspect distance metric for mixed-type data clustering	123
FastOPM—A practical method for partial match of time series	121
Sequence patterns and HMM profiles to predict proteome wide zinc finger motifs	119
FoCL: Feature-oriented continual learning for generative models	117
Bi-Attention enhanced representation learning for image-text matching	116
Spectral approximation of Gaussian random graph Laplacians and applications to pattern recognition	113
A cross-network node classification method in open-set scenario	112
Gradual interaction network for stereo matching	110
Unsupervised learning non-uniform face enhancement under physics-guided model of illumination decoupling	110
Kinship verification using multi-level dictionary pair learning for multiple resolution images	109
RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering	109
Synthetic unknown class learning for learning unknowns	107
Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation	106
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	105
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data	105
eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation	104
Neural Normalized Cut: A differential and generalizable approach for spectral clustering	102
Privileged multi-task learning for attribute-aware aesthetic assessment	102
Identifying the key frames: An attention-aware sampling method for action recognition	101
Explainable AI in human motion: A comprehensive approach to analysis, modeling, and generation	100
Unsupervised update summarization of news events	100
Scaled robust linear embedding with adaptive neighbors preserving	99
DC-AD: A Divide-and-Conquer Method for Few-Shot Anomaly Detection	96
DA-GAN: Dual-attention generative adversarial networks for real-world exquisite makeup transfer	96
Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map	96
Generalization capacity of multi-class SVM based on Markovian resampling	96
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface	95
MSAN: Multiscale self-attention network for pansharpening	95
Dynamic selection for reconstructing instance-dependent noisy labels	94
Deep and wide nonnegative matrix factorization with embedded regularization	94
Pseudo-labeling with keyword refining for few-supervised video captioning	93
A neighborhood-based method for mining and fusing positive and negative false samples	93

Leveraging tensor kernels to reduce objective function mismatch in deep clustering	91
Adapt only once: Fast unsupervised person re-identification via relevance-aware guidance	90
Temporal sparse adversarial attack on sequence-based gait recognition	88
DM-GAN: CNN hybrid vits for training GANs under limited data	88
PSCFormer: A lightweight hybrid network for gas identification in electronic nose system	88
Robust deep fuzzy K-means clustering for image data	87
A bijective inference network for interpretable identification of RNA N	86
BiconNet: An edge-preserved connectivity-based approach for salient object detection	86
Sketches by MoSSaRT: Representative selection from manifolds with gross sparse corruptions	85
Distribution alignment for cross-device palmprint recognition	85
Holistic word descriptor for lexicon reduction in handwritten arabic documents	85
Inter-Attribute awareness for pedestrian attribute recognition	84
Switching clusters’ synchronization for discrete space-time complex dynamical networks via boundary feedback controls	83
Knowledge memorization and generation for action recognition in still images	82
TBConvL-Net: A hybrid deep learning architecture for robust medical image segmentation	82
Implicit face model: Depth super-resolution for 3D face recognition	82
Phase Randomization: A data augmentation for domain adaptation in human action recognition	82
A Dual Self-Attention mechanism for vehicle re-Identification	81
Mix-ViT: Mixing attentive vision transformer for ultra-fine-grained visual categorization	79
Rank-revealing fully-connected tensor network decomposition and its application to tensor completion	78
Enhanced visible–infrared person re-identification based on cross-attention multiscale residual vision transformer	78
A unified framework for unsupervised action learning via global-to-local motion transformer	77
BE-ECM: Belief Entropy-based Evidential C-Means and its application in data clustering	76
Dual-branch adjacent connection and channel mixing network for video crowd counting	76
Early gesture detection in untrimmed streams: A controlled CTC approach for reliable decision-making	76
Practical protection against video data leakage via universal adversarial head	75
A landmark-free approach for automatic, dense and robust correspondence of 3D faces	74
Elucidating robust learning with uncertainty-aware corruption pattern estimation	74
Center Prediction Loss for Re-identification	74
Generalization of deep learning models for natural gas indication in 2D seismic data	74
Binary feature learning with local spectral context-aware attention for classification of hyperspectral images	74
Editorial Board	73
DecloudFormer: Quest the key to consistent thin cloud removal of wide-swath multi-spectral images	73
Unsupervised multiplex graph representation learning via maximizing coding rate reduction	72
A projected gradient solution to the minimum connector problem with extensions to support vector machines	72
OpenInst: A simple query-based method for open-world instance segmentation	71
Weakly supervised 3D human pose estimation based on PnP projection model	71
Feature-matching method based on keypoint response constraint using binary encoding of phase congruency	71
Deep evidential clustering based on feature representation learning and belief function theory	71
Table representation learning using heterogeneous graph embedding	71
Rank Gap Sensitive Deep AUC maximization for CTR prediction	70
A uniform representation model for OCT-based fingerprint presentation attack detection and reconstruction	69
Super-encoder with cooperative autoencoder networks	69
Towards Automatic Model Compression via a Unified Two-Stage Framework	69
Stain-adaptive self-supervised learning for histopathology image analysis	68
HMSFT: Hierarchical Multi-scale Spatial-Frequency-Temporal collaborative transformer for 3D human pose estimation	68
A multi-resolution self-supervised learning framework for semantic segmentation in histopathology	67
GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays	67
CLEAR: Cross-Transformers With Pre-Trained Language Model for Person Attribute Recognition and Retrieval	66
Privacy-preserving speaker verification system using Ranking-of-Element hashing	66
Multi-proxy feature learning for robust fine-grained visual recognition	66
Graph Attentive Dual Ensemble learning for Unsupervised Domain Adaptation on point clouds	65
A spatially constrained skew Student’s-t mixture model for brain MR image segmentation and bias field correction	65
Mitigate the classification ambiguity via localization-classification sequence in object detection	64
IMCSN: An improved neighborhood aggregation interaction strategy for multi-scale contrastive Siamese networks	64
Robust sparse and low-redundancy multi-label feature selection with dynamic local and global structure preservation	64
Joint multi-label learning and feature extraction for temporal link prediction	64
Geometric-inspired graph-based Incomplete Multi-view Clustering	64
Indefinite twin support vector machine with DC functions programming	64
Towards better long-tailed oracle character recognition with adversarial data augmentation	63
BEST: Building evidences from scattered templates for accurate contactless palmprint recognition	63
Trajectory-User Linking via Multi-Scale Graph Attention Network	63
Learning a bi-directional discriminative representation for deep clustering	63
Human interaction recognition framework based on interacting body part attention	63
Deep contrastive representation learning for supervised tasks	63
Generating Transferable Adversarial Examples for Speech Classification	62
Collaborative contrastive learning for cross-domain gaze estimation	62
Efficient federated multi-view learning	62
GDB: Gated Convolutions-based Document Binarization	62
Learning sequentially diversified representations for fine-grained categorization	62
Multi-modal brain tumor segmentation via disentangled representation learning and region-aware contrastive learning	62
Local-enhanced representation for text-based person search	62
Image analysis by fractional-order weighted spherical Bessel-Fourier moments	61
MCE: Towards a General Framework for Handling Missing Modalities under Imbalanced Missing Rates	61
A feature pair-based neural network embedded decision tree for synergistic drug combination prediction	61
Feature decoupling and regeneration towards wifi-based human activity recognition	60
Semantic perceptive infrared and visible image fusion Transformer	60
Bayesian mixture of gaussian processes for data association problem	60
TreEnhance: A tree search method for low-light image enhancement	60
Homogeneous and heterogeneous relational graph for visible-infrared person re-identification	60

Consistency and label constrained transfer low-rank representation for cross-light finger vein recognition	60
RhythmFormer: Extracting patterned rPPG signals based on periodic sparse attention	60
Estimating fund-raising performance for start-up projects from a market graph perspective	59
Progressive modality-complement aggregative multitransformer for domain multi-modal neural machine translation	59
Variable multi-scale attention fusion network and adaptive correcting gradient optimization for multi-task learning	59
Not All Samples Are Born Equal: Towards Effective Clean-Label Backdoor Attacks	58
PSSS-EEG: A Probabilistic-masking Self-Supervised Swin-transformer model for EEG-based drowsiness recognition	58
Investigating the effectiveness of data augmentation from similarity and diversity: An empirical study	57
FSENet: Feature suppression and enhancement network for tiny object detection	57
Linearized alternating direction method of multipliers for elastic-net support vector machines	57
Driver multi-task emotion recognition network based on multi-modal facial video analysis	57
Sparse and robust support vector machine with capped squared loss for large-scale pattern classification	56
Marginal debiased network for fair visual recognition	56
Shape-centered representation learning for visible–infrared person re-identification	56
Editorial Board	56
Table Structure Recognition and Form Parsing by End-to-End Object Detection and Relation Parsing	56
A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies	55
Weighting and pruning based ensemble deep random vector functional link network for tabular data classification	55
A survey of human-computer interaction (HCI) & natural habits-based behavioural biometric modalities for user recognition schemes	55
Auto-attention mechanism for multi-view deep embedding clustering	55
Methods for segmenting cracks in 3d images of concrete: A comparison based on semi-synthetic images	55
Robust image hiding network with Frequency and Spatial Attentions	55
Metaheuristic Search Based Feature Selection Methods for Classification of Cancer	55
Multi scale pixel attention and feature extraction based neural network for image denoising	55
Adaptively robust high-order tensor factorization for low-rank tensor reconstruction	54
Learning to match features with discriminative sparse graph neural network	54
Poincaré Fréchet mean	54
FeverNet: Enabling accurate and robust remote fever screening	54
A novel relation aware wrapper method for feature selection	54
Dynamic and static mutual fitting for action recognition	54
Coordinating explicit and implicit knowledge for knowledge-based VQA	54
Hybrid-context-based multi-prior entropy modeling for learned lossless image compression	54
IRCNN: A novel signal decomposition approach based on iterative residue convolutional neural network	54
Scene Chinese Recognition with Local and Global Attention	53
Molecular graph contrastive learning with line graph	53
Weakly privileged learning with knowledge extraction	53
Contrastive Generative Network with Recursive-Loop for 3D point cloud generalized zero-shot classification	53
Support structure representation learning for sequential data clustering	53
Exploring target-related information with reliable global pixel relationships for robust RGB-T tracking	52
Region-wise loss for biomedical image segmentation	52
Editorial Board	52
Multi-granularity interaction and feature recombination network for fine-grained visual classification	51
Multimodal urban traffic flow prediction based on multi-scale time series imaging	51
A novel GCN-based point cloud classification model robust to pose variances	51
Rethinking convolutional neural networks for trajectory refinement	51
ERAT:Eyeglasses removal with attention	51
Arbitrary Order Total Variation for Deformable Image Registration	51
Coarse is better? A new pipeline towards self-supervised learning with uncurated images	51
Editorial Board	50
Online portfolio selection with predictive instantaneous risk assessment	50
Corrigendum to ‘Toward a Blind Image Quality Evaluator in the Wild by Learning beyond Human Opinion Scores’ Pattern Recognition. Volume 137 (2023) 109296	50
GlobalAP: Global average precision optimization for person re-identification	50
Non-residual unrestricted pruned ultra-faster line detection for edge devices	50
CPSS-FAT: A consistent positive sample selection for object detection with full adaptive threshold	50
Editorial Board	49
Efficient search of comprehensively robust neural architectures via multi-fidelity evaluation	49
Versatile, full‐spectrum, and swift network sampling for model generation	48
Consensus Incomplete Multi-View Clustering with Nonconvex Tensor Smooth Graph Learning	48
Few pixels attacks with generative model	48
Cross-View kernel transfer	48
Graph relation distillation for efficient biomedical instance segmentation	48
BDNet: A BERT-based dual-path network for text-to-image cross-modal person re-identification	48
Hierarchical Context Learning of object components for unsupervised semantic segmentation	48
Mathematical formula detection in document images: A new dataset and a new approach	48
Example-based color transfer with Gaussian mixture modeling	48
Non-negative Tucker decomposition with graph regularization and smooth constraint for clustering	47
Distributional and spatial-temporal robust representation learning for transportation activity recognition	47
Expecting individuals’ body reaction to Covid-19 based on statistical Naïve Bayes technique	47
Crowd counting from single images using recursive multi-pathway zooming and foreground enhancement	47
CGMV-EGR: A multimodal fusion framework for electromyographic gesture recognition	47
Doubly contrastive representation learning for federated image recognition	47
Dynamic and reliable subtask tracker with general schatten p-norm regularization	47
SS ViT: Observing pathologies of multi-layer perceptron weights and re-setting vision transformer	47
Low-resolution human pose estimation	47
An empirical study of the impact of masks on face recognition	47
Deep neural network compression through interpretability-based filter pruning	47
Co-regularized optimal high-order graph embedding for multi-view clustering	46
Joint Intra-view and Inter-view Enhanced Tensor Low-rank Induced Affinity Graph Learning	46
Multi-attention augmented network for single image super-resolution	46
Generalized pyramid co-attention with learnable aggregation net for video question answering	46
Joint spatial and scale attention network for multi-view facial expression recognition	46
A novel hybrid decoding neural network for EEG signal representation	46
A review of deep-learning-based super-resolution: From methods to applications	46
Real masks and spoof faces: On the masked face presentation attack detection	46
WB-LRP: Layer-wise relevance propagation with weight-dependent baseline	46
ResPrune: An energy-efficient restorative filter pruning method using stochastic optimization for accelerating CNN	46
Hiding multiple images into a single image via joint compressive autoencoders	46
Mutual information regularized identity-aware facial expression recognition in compressed video	46
TCFAP-Net: Transformer-based Cross-feature Fusion and Adaptive Perception Network for large-scale point cloud semantic segmentation	45
A recurrent graph neural network for inductive representation learning on dynamic graphs	45
Discriminative feature generation for classification of imbalanced data	45
NCL++: Nested Collaborative Learning for long-tailed visual recognition	45
PDRLRR: A novel low-rank representation with projection distance regularization via manifold optimization for clustering	45
DualAdaptNet: Enhancing Domain Adaptation Regression with Error Accumulation Reduction and Dual-Head Heterogeneous Learning	45
Hybrid routing transformer for zero-shot learning	45