Pattern Recognition Letters

Article	Citations
Robust domain-adaptive discriminant analysis	145
Revisiting convexity-preserving signal recovery with the linearly involved GMC penalty	138
HashWalk: An efficient node classification method based on clique-compressed graph embedding	136
Semantic-aware self-supervised depth estimation for stereo 3D detection	113
EasyFuse: Easy-to-learn visible and infrared image fusion framework based on unpaired set	95
Multi-dataset fusion for multi-task learning on face attribute recognition	88
A micro Reinforcement Learning architecture for Intrusion Detection Systems	82
Performing Attack Halting Process with Digital Pattern and Proactive Model Resolving the Security Issues in IoT Based Models	79
Rethinking 3D cost aggregation in stereo matching	73
Innovative multi-modal approaches to Alzheimer’s disease detection: Transformer hybrid model and adaptive MLP-Mixer	73
GFMRC: A machine reading comprehension model for named entity recognition	73
Extending the kinematic theory of rapid movements with new primitives	70
Cross-attention based dual-similarity network for few-shot learning	69
Detection of visual pursuits using 1D convolutional neural networks	69
SYNAuG: Exploiting synthetic data for data imbalance problems	67
Fake News Detection using Hashtag Context	64
Achieving high performance on sketch-based image retrieval without real sketches for training	63
Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation	61
Option compatible reward inverse reinforcement learning	59
CrossFormer: Cross-guided attention for multi-modal object detection	56
AMGB: Trajectory prediction using attention-based mechanism GCN-BiLSTM in IOV	55
Predicting soluble solids content in “Fuji” apples of different ripening stages based on multiple information fusion	55
CORE: A knowledge graph entity type prediction method via complex space regression and embedding	53
An analytic study on clustering driven self-supervised speaker verification	53
Entire-detail motion dual-branch network for micro-expression recognition	50

OSS-OCL: Occlusion Scenario Simulation and Occluded-edge Concentrated Learning for pedestrian detection	50
Unsupervised thermal-to-visible domain adaptation method for pedestrian detection	49
Multimodal grid features and cell pointers for scene text visual question answering	48
Pattern detection in the activation space for identifying synthesized content	47
Single-/Multi-Source Domain Adaptation via domain separation: A simple but effective method	47
Robust clustering algorithm: The use of soft trimming approach	47
Effective semi-supervised learning for structured data using Embedding GANs	45
Unconstrained end-to-end text reading with feature rectification	44
A Hybrid Tucker-VQ Tensor Sketch decomposition model for coding and streaming real world light fields using stack of differently focused images	43
Dual-stream correlation exploration for face anti-Spoofing	41
Similarity activation map for co-salient object detection	41
Iterative ridge regression using the aggregating algorithm	41
Weighted distances on the truncated hexagonal grid	40
Inter-separability and intra-concentration to enhance stochastic neural network adversarial robustness	40
Enhancing visual adversarial transferability via affine transformation of intermediate-level perturbations	40
Fusion Regression	39
FoodMem: Near real-time and precise food video segmentation	39
Reflections of an ancient document processor	37
Example forgetting and rehearsal in continual learning	37
Self-supervised multi-echo point cloud denoising in snowfall	36
Task adaptive siamese neural networks for open-set recognition of encrypted network traffic with bidirectional dropout	35
A new DCT-PCM method for license plate number detection in drone images	35
Salient object detection by aggregating contextual information	35
Single image super-resolution using Wasserstein generative adversarial network with gradient penalty	34
A novel ensemble model with two-stage learning for joint dialog act recognition and sentiment classification	33
Probability propagation for faster and efficient point cloud segmentation using a neural network	33
Efficient graph edit distance computation using isomorphic vertices	32
HDRfeat: A feature-rich network for high dynamic range image reconstruction	32
Adaptive dynamic networks for object detection in aerial images	30
Distilling EEG representations via capsules for affective computing	30
Quantitative performance evaluation of object detectors in hazy environments	29
Editorial Board	29
Improvement in design and training of feature pyramid network for contour refinement	28
Discriminative deep semi-nonnegative matrix factorization network with similarity maximization for unsupervised feature learning	28
Special section: Best papers of the 14th Mexican conference on pattern recognition (MCPR) 2022	28
Triplet interactive attention network for cross-modality person re-identification	28
DLR: Adversarial examples detection and label recovery for deep neural networks	28
The diversified-equal loss for image translation tasks	28
Recognition of human locomotion on various transportations fusing smartphone sensors	27
Conditional Stable Diffusion for Distortion Correction and Image Rectification	27
Stochastic first-order learning for large-scale flexibly tied Gaussian mixture models	27
Attribute disentanglement with gradient reversal for interactive fashion retrieval	27
Text-to-image synthesis with self-supervised learning	27
Hiding data hiding	27
Learning to resolve uncertainties for large-scale face recognition	27
GAF-Net: A new automated segmentation method based on multiscale feature fusion and feedback module	26
Summarized knowledge guidance for single-frame temporal action localization	26
Manifold information through neighbor embedding projection for image retrieval	26
Effective fake news video detection using domain knowledge and multimodal data fusion on youtube	26
Gaussian process latent variable model factorization for context-aware recommender systems	26

EEPNet: An efficient and effective convolutional neural network for palmprint recognition	26
Pedestrian instance segmentation with prior structure of semantic parts	26
On the robustness of self-supervised representations for multi-view object classification	25
Advances in human action, activity and gesture recognition	25
Introduction to the special section on intelligent systems and pattern recognition (SS:ISPR20)	25
PMMN: Pre-trained multi-Modal network for scene text recognition	25
N-QGNv2: Predicting the optimum quadtree representation of a depth map from a monocular camera	24
Diverse video captioning through latent variable expansion	24
Sliced Wasserstein based Canonical Correlation Analysis for Cross-Domain Recommendation	24
Real-time identification of eye fixations and saccades using radial basis function networks and Markov chains	24
New advances in body composition assessment with ShapedNet: A single image deep regression approach	24
CGNN: Caption-assisted graph neural network for image-text retrieval	24
SHCNet: A semi-supervised hypergraph convolutional networks based on relevant feature selection for hyperspectral image classification	24
A more reliable local-global-guided network for correspondence pruning	23
Continual learning for adaptive social network identification	23
Instance-based learning using the half-space proximal graph	23
TMO-Det: Deep tone-mapping optimized with and for object detection	23
Analysis of systems’ performance in natural language processing competitions	23
Cross-project defect prediction based on G-LSTM model	22
Generation of super-resolution for medical image via a self-prior guided Mamba network with edge-aware constraint	22
Multimodal AI-enhanced ship detection for mapping fishing vessels and informing on suspicious activities	22
Learning on sample-efficient and label-efficient multi-view cardiac data with graph transformer	22
Transformer vision-language tracking via proxy token guided cross-modal fusion	22
Deep adaptive group-based input normalization for financial trading	21
Classification of emotions using EEG activity associated with different areas of the brain	21
Neural network based cognitive approaches from face perception with human performance benchmark	21
R-SigNet: Reduced space writer-independent feature learning for offline writer-dependent signature verification	21
Visual grounding of remote sensing images with multi-dimensional semantic-guidance	21
ProFeat: Unsupervised image clustering via progressive feature refinement	21
Semantic-refined spatial pyramid network for crowd counting	21
Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images	21
Multicriteria decision support employing adaptive prediction in a tensor-based feature representation	21
Use estimated signal and noise to adjust step size for image restoration	21
Dark channel map and union training strategy for object detection in foggy scenes	20
RGB-IR cross-modality person ReID based on teacher-student GAN model	20
Fast approximate maximum common subgraph computation	20
PAT: Pixel-wise Adaptive Training for long-tailed segmentation	20
Memory-based Transformer with shorter window and longer horizon for multivariate time series forecasting	20
An optimal variable exponent model for Magnetic Resonance Images denoising	20
RobustPrompt: Learning to defend against adversarial attacks with adaptive visual prompts	20
Robust multi-view continuous subspace clustering	20
PASTLE: Pivot-aided space transformation for local explanations	19
Multiple change point clustering of count processes with application to California COVID data	19
Kernel-based convolution expansion for facial expression recognition	19
A lightness-aware loss for low-light image enhancement	19
Zero-shot ear cross-dataset transfer for person recognition on mobile devices	19
Enhancing precipitation detection: A multi-sensor approach using conditional GANs and recurrent networks	19
Multiscale permutation entropy for two-dimensional patterns	19
Bias correction for linear discriminant analysis	19
Improving the matching of deformable objects by learning to detect keypoints	19
Deep neural network with deformable convolution and side window convolution for image denoising	19
Cross-erasure enhanced network for occluded person re-identification	18
A novel ensemble approach for crop disease detection by leveraging customized EfficientNets and interpretability	18
Geometric insights into focal loss: Reducing curvature for enhanced model calibration	18
VTHSC-MIR: Vision Transformer Hashing with Supervised Contrastive learning based medical image retrieval	18
Convex covariate clustering for classification	18
Edge detection with attention: From global view to local focus	18
Attentive ExFeat based deep generative adversarial network for noise robust face super-resolution	17
Weight Saliency search with Semantic Constraint for Neural Machine Translation attacks	17
Multifractal characterization and recognition of animal behavior based on deep wavelet transform	17
Style transformation super-resolution GAN for extremely small infrared target image	17
DuaFace: Data uncertainty in angular based loss for face recognition	17
Convolutional Spiking Neural Networks targeting learning and inference in highly imbalanced datasets	17
NAS For efficient mobile eyebrow biometrics	17
Attention Mechanism Based Mixture of Gaussian Processes	17
Corrigendum to “Keyword weight optimization using gradient strategies in event focused web crawling” Pattern recognition letters volume 142 (2021) pages 3-10	17
Symbols Detection and Classification using Graph Neural Networks	17
MCFP: A multi-target 3D perception method with weak dependence on 2D detectors	17
Two metrics for attributed hypergraphs	17
Locality-aware subgraphs for inductive link prediction in knowledge graphs	17
Adversarial training of LSTM-ED based anomaly detection for complex time-series in cyber-physical-social systems	17
Clustering-inspired channel selection method for weakly supervised object localization	17
Unsupervised Deep Learning based Variational Autoencoder Model for COVID-19 Diagnosis and Classification	17
Automatic dottization of Arabic text (Rasms) using deep recurrent neural networks	17
Editorial Board	17
Transforming gradient-based techniques into interpretable methods	17
Density-aware and background-aware network for crowd counting via multi-task learning	16
MIF: Multi-source information fusion for few-shot classification with CLIP	16
Improving Parkinson’s disease recognition through voice analysis using deep learning	16
Information theoretic clustering of the human pangenome minigraph	16

An overhead-free region-based JPEG framework for task-driven image compression	16
CSF: Closed-mask-guided semantic fusion method for semantic perception of unknown scenes	16
On the benefits of defining vicinal distributions in latent space	16
Group commonality graph: Multimodal pedestrian trajectory prediction via deep group features	16
Secure storage and matching of latent fingerprints using phase shifting digital holography	16
Uncertainty quantification metrics for deep regression	16
Interpretable answer retrieval based on heterogeneous network embedding	16
Improving radial lens distortion correction with multi-task learning	16
A Bayesian network combiner for multimodal handwriting analysis in Alzheimer’s disease detection	16
Discriminative projection fuzzy K-Means with adaptive neighbors	16
Global-local graph neural networks for node-classification	16
Comparing filter and wrapper approaches for feature selection in handwritten character recognition	16
Deep learning approaches for workout repetition counting and validation	16
An efficient ensemble explainable AI (XAI) approach for morphed face detection	16
Editorial for the special issue on implicit biometric authentication and monitoring through Internet of Biometric Things (I-BIO)	15
Editorial Board	15
Bi-discriminator GAN for tabular data synthesis	15
PSA-Det3D: Pillar set abstraction for 3D object detection	15
A Jackknife-Inspired Deep Learning Approach to Subject-Independent Classification of EEG	15
Editorial Board	15
IoU-Balanced loss functions for single-stage object detection	15
Graph neural collaborative filtering with medical content-aware pre-training for treatment pattern recommendation	15
Editorial for special section ‘ICPR 2020’	15
Introduction to the special issue on “Computer vision solutions for part-based image analysis and classification (CV_PARTIAL)”	15
Dead pixel test using effective receptive field	15
Kreĭn twin support vector machines for imbalanced data classification	15
Adversarial image generation by spatial transformation in perceptual colorspaces	14
Light gradient boosting machine-based phishing webpage detection model using phisher website features of mimic URLs	14
Distributed edge-event-triggered consensus of multi-agent system under DoS attack	14
Hierarchical supervisions with two-stream network for Deepfake detection	14
KeyEncoder: A secure and usable EEG-based cryptographic key generation mechanism	14
Data-agnostic Face Image Synthesis Detection using Bayesian CNNs	14
An improved entity recognition approach to cyber-social knowledge provision of intellectual property using a CRF-LSTM model	14
Non-parametric discretization for probabilistic labeled data	14
Experts perception-based system to detect misinformation in health websites	14
ABAE: Auxiliary Balanced AutoEncoder for class-imbalanced semi-supervised learning	14
DAT: A robust Discriminant Analysis-based Test of unimodality for unknown input distributions	14
Feature decomposition-based gaze estimation with auxiliary head pose regression	14
Reducing redundancy in the bottleneck representation of autoencoders	14
Voxel and deep learning based depth complementation for transparent objects	14
Denoising diffusion model with adversarial learning for unsupervised anomaly detection on brain MRI images	14
Explainable few-shot learning with visual explanations on a low resource pneumonia dataset	14
SAM-Net: Semantic probabilistic and attention mechanisms of dynamic objects for self-supervised depth and camera pose estimation in visual odometry applications	14
Central hubs prediction for bio networks by directed hypergraph - GA with validation to COVID-19 PPI	14
Hand-object information embedded dexterous grasping generation	13
Physiology-based augmented deep neural network frameworks for ECG biometrics with short ECG pulses considering varying heart rates	13
Progressive dense feature fusion network for single image deraining	13
Image outpainting guided by prior structure information	13
An asymmetric heuristic for trained ternary quantization based on the statistics of the weights: An application to medical signal classification	13
Beyond neighbourhood-preserving transformations for quantization-based unsupervised hashing	13
Multi-scale self-attention-based feature enhancement for detection of targets with small image sizes	13
Channel-spatial knowledge distillation for efficient semantic segmentation	13
Camera-independent color constancy by scene semantics	13
Addressing domain discrepancy: A dual-branch collaborative model to unsupervised dehazing	13
MVSSC: Meta-reinforcement learning based visual indoor navigation using multi-view semantic spatial context	13
Active anomaly detection based on deep one-class classification	13
Editorial Board	13
Multi-scale self-attention mixup for graph classification	13
Editorial Board	13
Memory-efficient distribution-guided experience sampling for policy consolidation	13
Federated learning withℓ1regularization	13
Surgical text-to-image generation	13
Information extraction in handwritten historical logbooks	12
Multi-head second-order pooling for graph transformer networks	12
A closed-form solution for conditional multidimensional scaling	12
VANT-GAN: Adversarial Learning for Discrepancy-Based Visual Attribution in Medical Imaging	12
Less is more: A minimalist approach to robust GAN-generated face detection	12
Adaptive knowledge transfer for class incremental learning	12
Patterns of vehicle lights: Addressing complexities of camera-based vehicle light datasets and metrics	12
CustomDepth: Customizing point-wise depth categories for depth completion	12
Robust patchmatch HDR image reconstruction for deghosting	12
Automatic Annotation Algorithm of Medical Radiological Images using Convolutional Neural Network	12
Social domain integrated semantic self-discovery method for recommendation	12
Exploiting deep and hand-crafted features for texture image retrieval using class membership	12
Attribute-driven image captioning via soft-switch pointer	12
Generating visual-adaptive audio representation for audio recognition	12
Neuromorphic face analysis: A survey	12
Local Selective Vision Transformer for Depth Estimation Using a Compound Eye Camera	12
Autoencoders with exponential deviation loss for weakly supervised anomaly detection	12
Diverse part attentive network for video-based person re-identification	12
Object detection in drone video based on recurrent motion attention	12
Zigzag persistence for image processing: New software and applications	11
Decoding class dynamics in learning with noisy labels	11
Robust experience replay sampling for multi-agent reinforcement learning	11
Verb-driven machine reading comprehension with dual-graph neural network	11
A semantic guidance-based fusion network for multi-label image classification	11
A simple and effective patch-Based method for frame-level face anti-spoofing	11
MHFP: Multi-view based hierarchical fusion pooling method for 3D shape recognition	11
MISS GAN: A Multi-IlluStrator style generative adversarial network for image to illustration translation	11
An adaptive index smoothing loss for face anti-spoofing	11
A method for evaluating deep generative models of images for hallucinations in high-order spatial context	11
Multi-scale convolutional networks for traffic forecasting with spatial-temporal attention	11
Industrial product quality assessment using deep learning with defect attributes	11
Micro-expression spotting based on optical flow features	11
Self-Fusion Convolutional Neural Networks	11