Pattern Recognition Letters

Article	Citations
Robust domain-adaptive discriminant analysis	171
Revisiting convexity-preserving signal recovery with the linearly involved GMC penalty	137
HashWalk: An efficient node classification method based on clique-compressed graph embedding	131
Semantic-aware self-supervised depth estimation for stereo 3D detection	125
EasyFuse: Easy-to-learn visible and infrared image fusion framework based on unpaired set	123
Detection of visual pursuits using 1D convolutional neural networks	98
Multi-dataset fusion for multi-task learning on face attribute recognition	98
Performing Attack Halting Process with Digital Pattern and Proactive Model Resolving the Security Issues in IoT Based Models	92
Multimodal grid features and cell pointers for scene text visual question answering	88
GFMRC: A machine reading comprehension model for named entity recognition	84
Unsupervised thermal-to-visible domain adaptation method for pedestrian detection	79
OSS-OCL: Occlusion Scenario Simulation and Occluded-edge Concentrated Learning for pedestrian detection	75
AMGB: Trajectory prediction using attention-based mechanism GCN-BiLSTM in IOV	69
Cross-attention based dual-similarity network for few-shot learning	69
Extending the kinematic theory of rapid movements with new primitives	69
Predicting soluble solids content in “Fuji” apples of different ripening stages based on multiple information fusion	67
Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation	67
A micro Reinforcement Learning architecture for Intrusion Detection Systems	65
CORE: A knowledge graph entity type prediction method via complex space regression and embedding	63
Robust clustering algorithm: The use of soft trimming approach	62
Single-/Multi-Source Domain Adaptation via domain separation: A simple but effective method	62
Pattern detection in the activation space for identifying synthesized content	61
An analytic study on clustering driven self-supervised speaker verification	59
Innovative multi-modal approaches to Alzheimer’s disease detection: Transformer hybrid model and adaptive MLP-Mixer	57
Rethinking 3D cost aggregation in stereo matching	55

CrossFormer: Cross-guided attention for multi-modal object detection	51
Entire-detail motion dual-branch network for micro-expression recognition	51
Option compatible reward inverse reinforcement learning	50
Effective semi-supervised learning for structured data using Embedding GANs	49
Unconstrained end-to-end text reading with feature rectification	49
A Hybrid Tucker-VQ Tensor Sketch decomposition model for coding and streaming real world light fields using stack of differently focused images	49
Iterative ridge regression using the aggregating algorithm	48
Dual-stream correlation exploration for face anti-Spoofing	47
Similarity activation map for co-salient object detection	47
Stochastic first-order learning for large-scale flexibly tied Gaussian mixture models	44
Inter-separability and intra-concentration to enhance stochastic neural network adversarial robustness	43
Text-to-image synthesis with self-supervised learning	43
Enhancing visual adversarial transferability via affine transformation of intermediate-level perturbations	43
Weighted distances on the truncated hexagonal grid	43
Manifold information through neighbor embedding projection for image retrieval	42
FoodMem: Near real-time and precise food video segmentation	40
A new DCT-PCM method for license plate number detection in drone images	40
Fusion Regression	40
Example forgetting and rehearsal in continual learning	39
Reflections of an ancient document processor	39
Recognition of human locomotion on various transportations fusing smartphone sensors	38
Self-supervised multi-echo point cloud denoising in snowfall	38
Task adaptive siamese neural networks for open-set recognition of encrypted network traffic with bidirectional dropout	37
Efficient graph edit distance computation using isomorphic vertices	37
Editorial Board	34
Quantitative performance evaluation of object detectors in hazy environments	34
Special section: Best papers of the 14th Mexican conference on pattern recognition (MCPR) 2022	34
Distilling EEG representations via capsules for affective computing	34
Improvement in design and training of feature pyramid network for contour refinement	33
Editorial Board	33
DLR: Adversarial examples detection and label recovery for deep neural networks	32
Triplet interactive attention network for cross-modality person re-identification	31
The diversified-equal loss for image translation tasks	31
GAF-Net: A new automated segmentation method based on multiscale feature fusion and feedback module	31
Probability propagation for faster and efficient point cloud segmentation using a neural network	31
EEPNet: An efficient and effective convolutional neural network for palmprint recognition	31
Salient object detection by aggregating contextual information	30
HDRfeat: A feature-rich network for high dynamic range image reconstruction	30
A novel ensemble model with two-stage learning for joint dialog act recognition and sentiment classification	30
Single image super-resolution using Wasserstein generative adversarial network with gradient penalty	29
Attribute disentanglement with gradient reversal for interactive fashion retrieval	29
Learning to resolve uncertainties for large-scale face recognition	29
Adaptive dynamic networks for object detection in aerial images	28
Hiding data hiding	28
Effective fake news video detection using domain knowledge and multimodal data fusion on youtube	27
Gaussian process latent variable model factorization for context-aware recommender systems	27
Pedestrian instance segmentation with prior structure of semantic parts	27
Discriminative deep semi-nonnegative matrix factorization network with similarity maximization for unsupervised feature learning	27
Visual grounding of remote sensing images with multi-dimensional semantic-guidance	26
Summarized knowledge guidance for single-frame temporal action localization	26

Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images	26
Generation of super-resolution for medical image via a self-prior guided Mamba network with edge-aware constraint	26
Cross-project defect prediction based on G-LSTM model	26
Multimodal AI-enhanced ship detection for mapping fishing vessels and informing on suspicious activities	26
Advances in human action, activity and gesture recognition	26
PMMN: Pre-trained multi-Modal network for scene text recognition	26
Introduction to the special section on intelligent systems and pattern recognition (SS:ISPR20)	26
Sliced Wasserstein based Canonical Correlation Analysis for Cross-Domain Recommendation	25
New advances in body composition assessment with ShapedNet: A single image deep regression approach	25
N-QGNv2: Predicting the optimum quadtree representation of a depth map from a monocular camera	25
On the robustness of self-supervised representations for multi-view object classification	25
A more reliable local-global-guided network for correspondence pruning	25
CGNN: Caption-assisted graph neural network for image-text retrieval	25
Real-time identification of eye fixations and saccades using radial basis function networks and Markov chains	24
Diverse video captioning through latent variable expansion	24
Classification of emotions using EEG activity associated with different areas of the brain	24
Transformer vision-language tracking via proxy token guided cross-modal fusion	24
Continual learning for adaptive social network identification	23
Analysis of systems’ performance in natural language processing competitions	23
ProFeat: Unsupervised image clustering via progressive feature refinement	23
Learning on sample-efficient and label-efficient multi-view cardiac data with graph transformer	23
TMO-Det: Deep tone-mapping optimized with and for object detection	23
Deep adaptive group-based input normalization for financial trading	23
Instance-based learning using the half-space proximal graph	23
SHCNet: A semi-supervised hypergraph convolutional networks based on relevant feature selection for hyperspectral image classification	23
Multicriteria decision support employing adaptive prediction in a tensor-based feature representation	22
Temporally sorting images from real-world events	22
A lightness-aware loss for low-light image enhancement	22
Semantic-refined spatial pyramid network for crowd counting	22
R-SigNet: Reduced space writer-independent feature learning for offline writer-dependent signature verification	22
Neural network based cognitive approaches from face perception with human performance benchmark	22
Use estimated signal and noise to adjust step size for image restoration	22
Memory-based Transformer with shorter window and longer horizon for multivariate time series forecasting	22
Convolutional Spiking Neural Networks targeting learning and inference in highly imbalanced datasets	21
Robust multi-view continuous subspace clustering	21
RobustPrompt: Learning to defend against adversarial attacks with adaptive visual prompts	21
Geometric insights into focal loss: Reducing curvature for enhanced model calibration	21
RGB-IR cross-modality person ReID based on teacher-student GAN model	21
Fast approximate maximum common subgraph computation	21
Locality-aware subgraphs for inductive link prediction in knowledge graphs	20
Improving the matching of deformable objects by learning to detect keypoints	20
PAT: Pixel-wise Adaptive Training for long-tailed segmentation	20
Building outlier detection ensembles by selective parameterization of heterogeneous methods	20
An optimal variable exponent model for Magnetic Resonance Images denoising	20
Multiscale permutation entropy for two-dimensional patterns	20
Kernel-based convolution expansion for facial expression recognition	20
Dark channel map and union training strategy for object detection in foggy scenes	20
Multiple change point clustering of count processes with application to California COVID data	19
Adversarial training of LSTM-ED based anomaly detection for complex time-series in cyber-physical-social systems	19
Convex covariate clustering for classification	19
Edge detection with attention: From global view to local focus	19
PASTLE: Pivot-aided space transformation for local explanations	19
Deep neural network with deformable convolution and side window convolution for image denoising	19
VTHSC-MIR: Vision Transformer Hashing with Supervised Contrastive learning based medical image retrieval	19
Zero-shot ear cross-dataset transfer for person recognition on mobile devices	19
Bias correction for linear discriminant analysis	19
Transforming gradient-based techniques into interpretable methods	19
Two metrics for attributed hypergraphs	18
DuaFace: Data uncertainty in angular based loss for face recognition	18
Attentive ExFeat based deep generative adversarial network for noise robust face super-resolution	18
NAS For efficient mobile eyebrow biometrics	18
Editorial Board	18
Symbols Detection and Classification using Graph Neural Networks	18
Density-aware and background-aware network for crowd counting via multi-task learning	17
A Bayesian network combiner for multimodal handwriting analysis in Alzheimer’s disease detection	17
Discriminative projection fuzzy K-Means with adaptive neighbors	17
An efficient ensemble explainable AI (XAI) approach for morphed face detection	17
Multifractal characterization and recognition of animal behavior based on deep wavelet transform	17
Attention Mechanism Based Mixture of Gaussian Processes	17
Clustering-inspired channel selection method for weakly supervised object localization	17
Uncertainty quantification metrics for deep regression	17
On the benefits of defining vicinal distributions in latent space	17
MIF: Multi-source information fusion for few-shot classification with CLIP	17
An overhead-free region-based JPEG framework for task-driven image compression	17
Capturing causality and bias in human action recognition	17
MCFP: A multi-target 3D perception method with weak dependence on 2D detectors	17
Corrigendum to “Keyword weight optimization using gradient strategies in event focused web crawling” Pattern recognition letters volume 142 (2021) pages 3-10	17
Graph neural collaborative filtering with medical content-aware pre-training for treatment pattern recommendation	17
Information theoretic clustering of the human pangenome minigraph	17
Group commonality graph: Multimodal pedestrian trajectory prediction via deep group features	17

Interpretable answer retrieval based on heterogeneous network embedding	17
Deep learning approaches for workout repetition counting and validation	17
Weight Saliency search with Semantic Constraint for Neural Machine Translation attacks	17
Secure storage and matching of latent fingerprints using phase shifting digital holography	17
CSF: Closed-mask-guided semantic fusion method for semantic perception of unknown scenes	16
Unsupervised Deep Learning based Variational Autoencoder Model for COVID-19 Diagnosis and Classification	16
Dead pixel test using effective receptive field	16
Improving Parkinson’s disease recognition through voice analysis using deep learning	16
Kreĭn twin support vector machines for imbalanced data classification	16
Automatic dottization of Arabic text (Rasms) using deep recurrent neural networks	16
Comparing filter and wrapper approaches for feature selection in handwritten character recognition	16
PSA-Det3D: Pillar set abstraction for 3D object detection	16
Bi-discriminator GAN for tabular data synthesis	16
Global-local graph neural networks for node-classification	16
Improving radial lens distortion correction with multi-task learning	16
IoU-Balanced loss functions for single-stage object detection	16
Style transformation super-resolution GAN for extremely small infrared target image	16
On-line learning the graph edit distance costs	16
Introduction to the special issue on “Computer vision solutions for part-based image analysis and classification (CV_PARTIAL)”	15
Editorial Board	15
Editorial Board	15
An improved entity recognition approach to cyber-social knowledge provision of intellectual property using a CRF-LSTM model	15
Hand-object information embedded dexterous grasping generation	15
A Jackknife-Inspired Deep Learning Approach to Subject-Independent Classification of EEG	15
Editorial for the special issue on implicit biometric authentication and monitoring through Internet of Biometric Things (I-BIO)	15
Adversarial image generation by spatial transformation in perceptual colorspaces	15
Physiology-based augmented deep neural network frameworks for ECG biometrics with short ECG pulses considering varying heart rates	15
Editorial for special section ‘ICPR 2020’	15
SAM-Net: Semantic probabilistic and attention mechanisms of dynamic objects for self-supervised depth and camera pose estimation in visual odometry applications	15
Multi-scale self-attention-based feature enhancement for detection of targets with small image sizes	15
Experts perception-based system to detect misinformation in health websites	15
Machine-learning-based hyper-heuristics for solving the Knapsack Problem	14
Camera-independent color constancy by scene semantics	14
KeyEncoder: A secure and usable EEG-based cryptographic key generation mechanism	14
Non-parametric discretization for probabilistic labeled data	14
Explainable few-shot learning with visual explanations on a low resource pneumonia dataset	14
Channel-spatial knowledge distillation for efficient semantic segmentation	14
Data-agnostic Face Image Synthesis Detection using Bayesian CNNs	14
Editorial Board	14
Distributed edge-event-triggered consensus of multi-agent system under DoS attack	14
Multi-scale self-attention mixup for graph classification	14
Feature decomposition-based gaze estimation with auxiliary head pose regression	14
Hierarchical supervisions with two-stream network for Deepfake detection	14
ABAE: Auxiliary Balanced AutoEncoder for class-imbalanced semi-supervised learning	14
Editorial Board	14
Light gradient boosting machine-based phishing webpage detection model using phisher website features of mimic URLs	14
DAT: A robust Discriminant Analysis-based Test of unimodality for unknown input distributions	14
Central hubs prediction for bio networks by directed hypergraph - GA with validation to COVID-19 PPI	14
Addressing domain discrepancy: A dual-branch collaborative model to unsupervised dehazing	14
Denoising diffusion model with adversarial learning for unsupervised anomaly detection on brain MRI images	14
Reducing redundancy in the bottleneck representation of autoencoders	14
Texture analysis using two-dimensional permutation entropy and amplitude-aware permutation entropy	13
MVSSC: Meta-reinforcement learning based visual indoor navigation using multi-view semantic spatial context	13
Open set classification of untranscribed handwritten text image documents	13
Deep network pruning: A comparative study on CNNs in face recognition	13
Less is more: A minimalist approach to robust GAN-generated face detection	13
Automatic Annotation Algorithm of Medical Radiological Images using Convolutional Neural Network	13
HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments	13
Memory-efficient distribution-guided experience sampling for policy consolidation	13
DSR-Diff: Depth map super-resolution with diffusion model	13
Editorial Board	13
Attribute-driven image captioning via soft-switch pointer	13
Social domain integrated semantic self-discovery method for recommendation	13
Progressive dense feature fusion network for single image deraining	13
An asymmetric heuristic for trained ternary quantization based on the statistics of the weights: An application to medical signal classification	13
Image outpainting guided by prior structure information	13
Surgical text-to-image generation	13
An explainable super-resolution visual method for micro-crack image detection	13
Adaptive knowledge transfer for class incremental learning	13
Multi-head second-order pooling for graph transformer networks	13
Beyond neighbourhood-preserving transformations for quantization-based unsupervised hashing	13
Active anomaly detection based on deep one-class classification	12
CustomDepth: Customizing point-wise depth categories for depth completion	12
VANT-GAN: Adversarial Learning for Discrepancy-Based Visual Attribution in Medical Imaging	12
AE+GAE: A mixture model for structural and semantic feature detection in graph neural network regression	12
A simple and effective patch-Based method for frame-level face anti-spoofing	12
Rotation invariant Gabor convolutional neural network for image classification	12
Secure latent fingerprint storage and self-recovered reconstruction using POB number system	12
Neuromorphic face analysis: A survey	12
Using recurrent neural networks for continuous authentication through gait analysis	12
Exploiting deep and hand-crafted features for texture image retrieval using class membership	12
Autoencoders with exponential deviation loss for weakly supervised anomaly detection	12
Continual semi-supervised learning through contrastive interpolation consistency	12
Federated learning withℓ1regularization	12
Modality-wise relational reasoning for one-shot sensor-based activity recognition	12
PDTE: Pyramidal deep Taylor expansion for optical flow estimation	12
A closed-form solution for conditional multidimensional scaling	12
Diverse part attentive network for video-based person re-identification	12
Mask-guided cycle-GAN for specular highlight removal	12
Generating visual-adaptive audio representation for audio recognition	12
Information extraction in handwritten historical logbooks	12
ConCoNet: Class-agnostic counting with positive and negative exemplars	12
Segmenting white matter hyperintensities in brain magnetic resonance images using convolution neural networks	12
Robust patchmatch HDR image reconstruction for deghosting	12
A small object detection method with context information for high altitude images	12