Pattern Recognition

Article	Citations
Editorial Board	408
Cross-modal co-feedback cellular automata for RGB-T saliency detection	375
Effective action recognition with embedded key point shifts	304
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring	303
Robust multilayer bootstrap networks in ensemble for unsupervised representation learning and clustering	275
Two phase cooperative learning for supervised dimensionality reduction	267
FastOPM—A practical method for partial match of time series	245
Deep graph matching meets mixed-integer linear programming: Relax or not ?	212
Looking beyond input frames: Self-supervised adaptation for video super-resolution	207
Privileged multi-task learning for attribute-aware aesthetic assessment	202
Sketches by MoSSaRT: Representative selection from manifolds with gross sparse corruptions	196
Thermal to Visual Person Re-Identification Using Collaborative Metric Learning Based on Maximum Margin Matrix Factorization	187
Adapt only once: Fast unsupervised person re-identification via relevance-aware guidance	182
Unsupervised update summarization of news events	179
Self-supervised video object segmentation via pseudo label rectification	175
Gradual interaction network for stereo matching	161
Distribution alignment for cross-device palmprint recognition	159
Temporal sparse adversarial attack on sequence-based gait recognition	156
Mutual Domain Adaptation	148
Spectral approximation of Gaussian random graph Laplacians and applications to pattern recognition	147
Scaled robust linear embedding with adaptive neighbors preserving	145
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation	145
Unsupervised learning non-uniform face enhancement under physics-guided model of illumination decoupling	144
Implicit face model: Depth super-resolution for 3D face recognition	143
A bijective inference network for interpretable identification of RNA N	142

Sequence patterns and HMM profiles to predict proteome wide zinc finger motifs	141
Support subsets estimation for support vector machines retraining	141
Bounded exponential loss function based AdaBoost ensemble of OCSVMs	139
Leveraging tensor kernels to reduce objective function mismatch in deep clustering	139
Knowledge memorization and generation for action recognition in still images	139
Pseudo-labeling with keyword refining for few-supervised video captioning	138
Striving for understanding: Deconstructing neural networks in side-channel analysis	134
A neighborhood-based method for mining and fusing positive and negative false samples	134
A cross-network node classification method in open-set scenario	134
RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering	134
Bi-Attention enhanced representation learning for image-text matching	131
An entity-weights-based convolutional neural network for large-sale complex knowledge embedding	130
Consistency-driven feature scoring and regularization network for visible–infrared person re-identification	128
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing	127
Kinship verification using multi-level dictionary pair learning for multiple resolution images	125
Extrinsic kernel ridge regression classifier for Kendall’s planar shape space	124
FoCL: Feature-oriented continual learning for generative models	123
Dynamic feature fusion with spatial-temporal context for robust object tracking	123
Head pose estimation using deep neural networks and 3D point clouds	121
Synthetic unknown class learning for learning unknowns	120
Switching clusters’ synchronization for discrete space-time complex dynamical networks via boundary feedback controls	120
A generalized multi-aspect distance metric for mixed-type data clustering	117
PSCFormer: A lightweight hybrid network for gas identification in electronic nose system	116
Deep and wide nonnegative matrix factorization with embedded regularization	116
Deep reinforcement learning with credit assignment for combinatorial optimization	115
Robust Table Detection and Structure Recognition from Heterogeneous Document Images	110
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface	104
Holistic word descriptor for lexicon reduction in handwritten arabic documents	103
Neural Normalized Cut: A differential and generalizable approach for spectral clustering	100
Intensity mixture and band-adaptive detail fusion for pansharpening	100
Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation	100
Dynamic weighted knowledge distillation for brain tumor segmentation	99
Generalization capacity of multi-class SVM based on Markovian resampling	98
DC-AD: A Divide-and-Conquer Method for Few-Shot Anomaly Detection	98
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	98
MSAN: Multiscale self-attention network for pansharpening	98
CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation	96
Multi-task meta label correction for time series prediction	95
MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs	95
Mix-ViT: Mixing attentive vision transformer for ultra-fine-grained visual categorization	94
BiconNet: An edge-preserved connectivity-based approach for salient object detection	94
Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection	94
Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map	94
eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation	93
DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images	92
Explainable AI in human motion: A comprehensive approach to analysis, modeling, and generation	92
Phase Randomization: A data augmentation for domain adaptation in human action recognition	91
Enhanced visible–infrared person re-identification based on cross-attention multiscale residual vision transformer	90
DA-GAN: Dual-attention generative adversarial networks for real-world exquisite makeup transfer	88
Unsupervised person re-identification via multi-domain joint learning	88

TBConvL-Net: A hybrid deep learning architecture for robust medical image segmentation	87
GriT-DBSCAN: A spatial clustering algorithm for very large databases	87
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data	87
Inter-Attribute awareness for pedestrian attribute recognition	85
Fast adaptively balanced min-cut clustering	84
Balanced seed selection for K-means clustering with determinantal point process	83
Identifying the key frames: An attention-aware sampling method for action recognition	83
ANNE: Adaptive Nearest Neighbours and Eigenvector-based sample selection for robust learning with noisy labels	82
Robust deep fuzzy K-means clustering for image data	82
SpatioTemporal focus for skeleton-based action recognition	82
A Dual Self-Attention mechanism for vehicle re-Identification	81
An illumination-guided dual attention vision transformer for low-light image enhancement	81
DM-GAN: CNN hybrid vits for training GANs under limited data	79
Beyond mask: Rethinking guidance types in few-shot segmentation	78
Dynamic selection for reconstructing instance-dependent noisy labels	78
Hyper-feature aggregation and relaxed distillation for class incremental learning	77
Offline signature verification using a region based deep metric learning network	77
Distance-aware network for physical-world object distribution estimation and counting	77
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	76
HMSFT: Hierarchical Multi-scale Spatial-Frequency-Temporal collaborative transformer for 3D human pose estimation	75
Marginal debiased network for fair visual recognition	75
A projected gradient solution to the minimum connector problem with extensions to support vector machines	74
Unsupervised multiplex graph representation learning via maximizing coding rate reduction	74
CLEAR: Cross-Transformers With Pre-Trained Language Model for Person Attribute Recognition and Retrieval	73
Rank-revealing fully-connected tensor network decomposition and its application to tensor completion	73
Elucidating robust learning with uncertainty-aware corruption pattern estimation	72
Cross-scene foreground segmentation with supervised and unsupervised model communication	72
A spatially constrained skew Student’s-t mixture model for brain MR image segmentation and bias field correction	71
A uniform representation model for OCT-based fingerprint presentation attack detection and reconstruction	71
Super-encoder with cooperative autoencoder networks	70
FSENet: Feature suppression and enhancement network for tiny object detection	70
PSSS-EEG: A Probabilistic-masking Self-Supervised Swin-transformer model for EEG-based drowsiness recognition	70
Weighting and pruning based ensemble deep random vector functional link network for tabular data classification	69
Joint multi-label learning and feature extraction for temporal link prediction	68
GDB: Gated Convolutions-based Document Binarization	68
Generating Transferable Adversarial Examples for Speech Classification	68
Variable multi-scale attention fusion network and adaptive correcting gradient optimization for multi-task learning	68
Robust sparse and low-redundancy multi-label feature selection with dynamic local and global structure preservation	67
Few-shot Image Generation via Information Transfer from the Built Geodesic Surface	66
Table Structure Recognition and Form Parsing by End-to-End Object Detection and Relation Parsing	66
IMCSN: An improved neighborhood aggregation interaction strategy for multi-scale contrastive Siamese networks	66
A multi-resolution self-supervised learning framework for semantic segmentation in histopathology	65
Practical protection against video data leakage via universal adversarial head	64
Estimating fund-raising performance for start-up projects from a market graph perspective	64
Generalization of deep learning models for natural gas indication in 2D seismic data	64
Collaborative contrastive learning for cross-domain gaze estimation	64
Editorial Board	64
A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies	64
Deep evidential clustering based on feature representation learning and belief function theory	63
Weakly supervised 3D human pose estimation based on PnP projection model	63
OpenInst: A simple query-based method for open-world instance segmentation	63
Trajectory-User Linking via Multi-Scale Graph Attention Network	63
Rank Gap Sensitive Deep AUC maximization for CTR prediction	62
Consistency and label constrained transfer low-rank representation for cross-light finger vein recognition	62
Robust image hiding network with Frequency and Spatial Attentions	62
Mitigate the classification ambiguity via localization-classification sequence in object detection	62
Graph Attentive Dual Ensemble learning for Unsupervised Domain Adaptation on point clouds	61
A feature pair-based neural network embedded decision tree for synergistic drug combination prediction	60
Sparse and robust support vector machine with capped squared loss for large-scale pattern classification	60
Learning a bi-directional discriminative representation for deep clustering	60
Stain-adaptive self-supervised learning for histopathology image analysis	60
Homogeneous and heterogeneous relational graph for visible-infrared person re-identification	60
Image analysis by fractional-order weighted spherical Bessel-Fourier moments	60
Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies	60
A unified framework for unsupervised action learning via global-to-local motion transformer	59
Indefinite twin support vector machine with DC functions programming	59
Learning sequentially diversified representations for fine-grained categorization	59
Local-enhanced representation for text-based person search	59
Center Prediction Loss for Re-identification	59
Table representation learning using heterogeneous graph embedding	59
Multi-modal brain tumor segmentation via disentangled representation learning and region-aware contrastive learning	58
Methods for segmenting cracks in 3d images of concrete: A comparison based on semi-synthetic images	58
Privacy-preserving speaker verification system using Ranking-of-Element hashing	58
GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays	58
Feature decoupling and regeneration towards wifi-based human activity recognition	58
BEST: Building evidences from scattered templates for accurate contactless palmprint recognition	58
Progressive modality-complement aggregative multitransformer for domain multi-modal neural machine translation	58
Early gesture detection in untrimmed streams: A controlled CTC approach for reliable decision-making	58
Driver multi-task emotion recognition network based on multi-modal facial video analysis	57
Linearized alternating direction method of multipliers for elastic-net support vector machines	57

Bayesian mixture of gaussian processes for data association problem	57
TreEnhance: A tree search method for low-light image enhancement	57
Efficient federated multi-view learning	57
Deep contrastive representation learning for supervised tasks	57
A landmark-free approach for automatic, dense and robust correspondence of 3D faces	56
Semantic perceptive infrared and visible image fusion Transformer	56
Investigating the effectiveness of data augmentation from similarity and diversity: An empirical study	56
Feature-matching method based on keypoint response constraint using binary encoding of phase congruency	56
Human interaction recognition framework based on interacting body part attention	56
Towards better long-tailed oracle character recognition with adversarial data augmentation	56
Multi-proxy feature learning for robust fine-grained visual recognition	55
Binary feature learning with local spectral context-aware attention for classification of hyperspectral images	55
Auto-attention mechanism for multi-view deep embedding clustering	54
Not All Samples Are Born Equal: Towards Effective Clean-Label Backdoor Attacks	54
A survey of human-computer interaction (HCI) & natural habits-based behavioural biometric modalities for user recognition schemes	54
RhythmFormer: Extracting patterned rPPG signals based on periodic sparse attention	54
Multi scale pixel attention and feature extraction based neural network for image denoising	54
A novel relation aware wrapper method for feature selection	54
Metaheuristic Search Based Feature Selection Methods for Classification of Cancer	53
Towards Automatic Model Compression via a Unified Two-Stage Framework	53
Geometric-inspired graph-based Incomplete Multi-view Clustering	53
Editorial Board	53
Cross-View kernel transfer	52
Editorial Board	52
Dynamic and static mutual fitting for action recognition	51
Multimodal urban traffic flow prediction based on multi-scale time series imaging	51
Real masks and spoof faces: On the masked face presentation attack detection	51
Corrigendum to ‘Toward a Blind Image Quality Evaluator in the Wild by Learning beyond Human Opinion Scores’ Pattern Recognition. Volume 137 (2023) 109296	51
IRCNN: A novel signal decomposition approach based on iterative residue convolutional neural network	51
Self-randomized focuses effectively boost metric-based few-shot classifiers	51
Molecular graph contrastive learning with line graph	51
Adaptively robust high-order tensor factorization for low-rank tensor reconstruction	51
NCL++: Nested Collaborative Learning for long-tailed visual recognition	51
Weak segmentation supervised deep neural networks for pedestrian detection	51
Mixed-order spectral clustering for complex networks	51
Hiding multiple images into a single image via joint compressive autoencoders	51
Joint Intra-view and Inter-view Enhanced Tensor Low-rank Induced Affinity Graph Learning	50
Editorial Board	50
Leveraging Transformer-based autoencoders for low-rank multi-view subspace clustering	49
Coarse is better? A new pipeline towards self-supervised learning with uncurated images	49
Generalized pyramid co-attention with learnable aggregation net for video question answering	49
Versatile, full‐spectrum, and swift network sampling for model generation	49
Rethinking convolutional neural networks for trajectory refinement	49
CPSS-FAT: A consistent positive sample selection for object detection with full adaptive threshold	49
FeverNet: Enabling accurate and robust remote fever screening	49
Few pixels attacks with generative model	49
Non-residual unrestricted pruned ultra-faster line detection for edge devices	49
Fully context-aware image inpainting with a learned semantic pyramid	48
Expecting individuals’ body reaction to Covid-19 based on statistical Naïve Bayes technique	48
ERAT:Eyeglasses removal with attention	48
An empirical study of the impact of masks on face recognition	48
A novel GCN-based point cloud classification model robust to pose variances	48
GlobalAP: Global average precision optimization for person re-identification	48
WB-LRP: Layer-wise relevance propagation with weight-dependent baseline	48
Crowd counting from single images using recursive multi-pathway zooming and foreground enhancement	47
Dynamic and reliable subtask tracker with general schatten p-norm regularization	47
Mathematical formula detection in document images: A new dataset and a new approach	47
Rotation invariant point cloud analysis: Where local geometry meets global topology	47
End-to-end kernel learning via generative random Fourier features	47
Scene Chinese Recognition with Local and Global Attention	47
SS ViT: Observing pathologies of multi-layer perceptron weights and re-setting vision transformer	47
Deep neural network compression through interpretability-based filter pruning	46
TCFAP-Net: Transformer-based Cross-feature Fusion and Adaptive Perception Network for large-scale point cloud semantic segmentation	46
Efficient search of comprehensively robust neural architectures via multi-fidelity evaluation	46
Support structure representation learning for sequential data clustering	46
Weighted clustering: Towards solving the user’s dilemma	46
Poincaré Fréchet mean	45
Coordinating explicit and implicit knowledge for knowledge-based VQA	45
AMLCA: Additive multi-layer convolution-guided cross-attention network for visible and infrared image fusion	45
Example-based color transfer with Gaussian mixture modeling	45
A deformable CNN-based triplet model for fine-grained sketch-based image retrieval	45
Exploring target-related information with reliable global pixel relationships for robust RGB-T tracking	45
Region-wise loss for biomedical image segmentation	45
Mutual information regularized identity-aware facial expression recognition in compressed video	45
Cascaded feature fusion with multi-level self-attention mechanism for object detection	44
A recurrent graph neural network for inductive representation learning on dynamic graphs	44
Low-resolution human pose estimation	44
Distributional and spatial-temporal robust representation learning for transportation activity recognition	44
Hybrid-context-based multi-prior entropy modeling for learned lossless image compression	44
Deep Intrinsic Image Decomposition via Physics-Aware Neural Networks	44
Co-regularized optimal high-order graph embedding for multi-view clustering	44
Doubly contrastive representation learning for federated image recognition	44
Joint spatial and scale attention network for multi-view facial expression recognition	43
Multi-attention augmented network for single image super-resolution	43
Weakly privileged learning with knowledge extraction	43
Non-negative Tucker decomposition with graph regularization and smooth constraint for clustering	43
BDNet: A BERT-based dual-path network for text-to-image cross-modal person re-identification	43
MFSNet: A multi focus segmentation network for skin lesion segmentation	43
Hybrid routing transformer for zero-shot learning	43
CGMV-EGR: A multimodal fusion framework for electromyographic gesture recognition	43
ELSED: Enhanced line SEgment drawing	43
Federated learning for medical image analysis: A survey	43
Learning to match features with discriminative sparse graph neural network	42
A review of deep-learning-based super-resolution: From methods to applications	42
ADCNN: Towards learning adaptive dilation for convolutional neural networks	42