Pattern Recognition Letters

Article	Citations
Function-based labels for complementary recommendation: Definition, annotation, and LLM-as-a-Judge	236
Robust clustering algorithm: The use of soft trimming approach	173
EasyFuse: Easy-to-learn visible and infrared image fusion framework based on unpaired set	85
Single-/Multi-Source Domain Adaptation via domain separation: A simple but effective method	78
Quantized DiT with hadamard transformation: A technical report	73
Adaptive recursive channel selection for robust decoding of motor imagery EEG signal in patients with intracerebral hemorrhage	70
Guiding multimodal LLMs for efficient visual place recognition	65
An analytic study on clustering driven self-supervised speaker verification	58
A micro Reinforcement Learning architecture for Intrusion Detection Systems	56
VWENet: Volumetric wavelet and mixture-of-experts network for 3D medical image segmentation	53
Cross-attention based dual-similarity network for few-shot learning	53
Multi-dataset fusion for multi-task learning on face attribute recognition	53
Fake News Detection using Hashtag Context	50
Thermal crowd counting by distilling multi-modal knowledge	47
Detection of visual pursuits using 1D convolutional neural networks	47
Extending the kinematic theory of rapid movements with new primitives	43
Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation	43
FCL-ViT: Task-aware attention tuning for Continual Learning	42
Lightweight moment-residual-coherent patterns for image recognition	41
Innovative multi-modal approaches to Alzheimer’s disease detection: Transformer hybrid model and adaptive MLP-Mixer	41
Rethinking 3D cost aggregation in stereo matching	41
GenR: Generative latent inversion for blind face restoration	41
Achieving high performance on sketch-based image retrieval without real sketches for training	40
AMGB: Trajectory prediction using attention-based mechanism GCN-BiLSTM in IOV	40
OSS-OCL: Occlusion Scenario Simulation and Occluded-edge Concentrated Learning for pedestrian detection	39

Entropy calibrated prototype embedding for transductive few-shot learning	37
SYNAuG: Exploiting synthetic data for data imbalance problems	37
Semantic-aware self-supervised depth estimation for stereo 3D detection	36
Clustering criteria: What defines a good cluster?	36
CrossFormer: Cross-guided attention for multi-modal object detection	34
Conditional Stable Diffusion for Distortion Correction and Image Rectification	34
DLR: Adversarial examples detection and label recovery for deep neural networks	34
Entire-detail motion dual-branch network for micro-expression recognition	34
GFMRC: A machine reading comprehension model for named entity recognition	34
Editorial Board	34
Underwater image color correction via global-local collaborative strategy	34
VMamba-Crowd: Bridging multi-scale features from Visual Mamba for weakly-supervised crowd counting	34
Distilling EEG representations via capsules for affective computing	34
Inter-separability and intra-concentration to enhance stochastic neural network adversarial robustness	33
Reflections of an ancient document processor	32
Special section: Best papers of the 14th Mexican conference on pattern recognition (MCPR) 2022	32
The diversified-equal loss for image translation tasks	32
Efficient graph edit distance computation using isomorphic vertices	30
Stochastic first-order learning for large-scale flexibly tied Gaussian mixture models	30
Index for assessment of stationarity in spatiotemporal climatic signals	29
Skeleton-based estimation of interaction readiness via spatio-temporal graph convolution	29
An improved lightweight two-dimensional human pose estimation network	29
Learning to resolve uncertainties for large-scale face recognition	29
DM-SR: Diffusion-based multimodal semantic restoration within semantic communication systems	29
HDRfeat: A feature-rich network for high dynamic range image reconstruction	28
Hiding data hiding	28
Probability propagation for faster and efficient point cloud segmentation using a neural network	28
Adaptive dynamic networks for object detection in aerial images	28
Dual-stream correlation exploration for face anti-Spoofing	28
Fusion Regression	27
FoodMem: Near real-time and precise food video segmentation	27
Similarity activation map for co-salient object detection	27
A novel ensemble model with two-stage learning for joint dialog act recognition and sentiment classification	26
Multi-period interaction networks for time series forecasting	26
Single image super-resolution using Wasserstein generative adversarial network with gradient penalty	25
Edge aware adaptive fusion network for video salient object detection	25
Self-supervised multi-echo point cloud denoising in snowfall	25
Manifold information through neighbor embedding projection for image retrieval	25
Attribute disentanglement with gradient reversal for interactive fashion retrieval	25
Editorial Board	25
Enhancing visual adversarial transferability via affine transformation of intermediate-level perturbations	25
GAF-Net: A new automated segmentation method based on multiscale feature fusion and feedback module	24
Breaking the limits: Synergizing LLM-generated feedback and neighborhood selection for misinformation detection	24
FGFDL: Frame grouping and feature dissimilarity learning for reverse video recognition	24
Optimized Deep Isolation Forest	24
Example forgetting and rehearsal in continual learning	24
Spike-TBR: A noise resilient neuromorphic event representation	24
New advances in body composition assessment with ShapedNet: A single image deep regression approach	23
Real-time identification of eye fixations and saccades using radial basis function networks and Markov chains	23
TMO-Det: Deep tone-mapping optimized with and for object detection	23

GlueHardener: Correspondence enhancement with geometric constraints for visual odometry	23
Offline handwritten signature verification under a stream context with partially labeled data	23
Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images	23
Graph Neural Networks for 3D facial morphology: Assessing the effectiveness of anthropometric and automated landmark detection	23
N-QGNv2: Predicting the optimum quadtree representation of a depth map from a monocular camera	22
Continual learning for adaptive social network identification	22
CGNN: Caption-assisted graph neural network for image-text retrieval	21
On the robustness of self-supervised representations for multi-view object classification	21
Diverse video captioning through latent variable expansion	21
Analysis of systems’ performance in natural language processing competitions	21
A more reliable local-global-guided network for correspondence pruning	20
Summarized knowledge guidance for single-frame temporal action localization	20
Learning on sample-efficient and label-efficient multi-view cardiac data with graph transformer	20
Deep active learning: A reality check	20
Visual grounding of remote sensing images with multi-dimensional semantic-guidance	20
Generation of super-resolution for medical image via a self-prior guided Mamba network with edge-aware constraint	20
Classification of emotions using EEG activity associated with different areas of the brain	20
Deep graph neural network architecture enhanced by self-attention aggregation mechanism	20
Dual Feature Enhancement Graph Clustering Network	19
Transformer vision-language tracking via proxy token guided cross-modal fusion	19
Tadmo: A tabular distance measure with move operations	19
Multimodal AI-enhanced ship detection for mapping fishing vessels and informing on suspicious activities	19
ProFeat: Unsupervised image clustering via progressive feature refinement	19
Kernel-based convolution expansion for facial expression recognition	19
SHCNet: A semi-supervised hypergraph convolutional networks based on relevant feature selection for hyperspectral image classification	19
Cross-project defect prediction based on G-LSTM model	19
Improving out-of-domain generalization in Multiple Sclerosis detection and segmentation using Random Convolutions	19
AF-CANet: Augmentation-free, curriculum-guided attention UNet framework for few-shot document layout analysis	18
Zero-shot ear cross-dataset transfer for person recognition on mobile devices	18
Convolutional Spiking Neural Networks targeting learning and inference in highly imbalanced datasets	18
A lightness-aware loss for low-light image enhancement	18
A novel ensemble approach for crop disease detection by leveraging customized EfficientNets and interpretability	18
Memory-based Transformer with shorter window and longer horizon for multivariate time series forecasting	18
Improving the matching of deformable objects by learning to detect keypoints	17
Fast approximate maximum common subgraph computation	17
Use estimated signal and noise to adjust step size for image restoration	17
Transforming gradient-based techniques into interpretable methods	17
Adversarial training of LSTM-ED based anomaly detection for complex time-series in cyber-physical-social systems	17
Coarse to fine image matching by mining matchable regions and geometric cues	17
Multicriteria decision support employing adaptive prediction in a tensor-based feature representation	17
Neural network based cognitive approaches from face perception with human performance benchmark	17
Enhancing precipitation detection: A multi-sensor approach using conditional GANs and recurrent networks	17
Data augmentation in time series forecasting through inverted framework	17
Deep neural network with deformable convolution and side window convolution for image denoising	17
Attentive ExFeat based deep generative adversarial network for noise robust face super-resolution	17
RobustPrompt: Learning to defend against adversarial attacks with adaptive visual prompts	17
Decoding attention from the visual cortex: fMRI-based prediction of human saliency maps	17
Learning to chase: Adaptive audio-visual navigation for moving sounds in complex environments	17
Attention Mechanism Based Mixture of Gaussian Processes	16
PAT: Pixel-wise Adaptive Training for long-tailed segmentation	16
Dark channel map and union training strategy for object detection in foggy scenes	16
FSE: Continual Learning for Named Entity Recognition by Fast-Slow Experts	16
Clustering-inspired channel selection method for weakly supervised object localization	16
VTHSC-MIR: Vision Transformer Hashing with Supervised Contrastive learning based medical image retrieval	16
Hyperspectral image classification using feature-weighted fusion with Kolmogorov-Arnold network and graph attention network	16
Cross-erasure enhanced network for occluded person re-identification	16
Aggregated masked autoencoding for offline reinforcement learning	16
Editorial Board	16
CAMFND: Cross-modal adaptive-aware learning for multimodal fake news detection	16
Locality-aware subgraphs for inductive link prediction in knowledge graphs	16
Geometric insights into focal loss: Reducing curvature for enhanced model calibration	16
GCAESeg: Grouped Channel Attention Enhanced network for thyroid nodule segmentation in ultrasound images	15
Special section: CIARP-24	15
CSF: Closed-mask-guided semantic fusion method for semantic perception of unknown scenes	15
Style transformation super-resolution GAN for extremely small infrared target image	15
MCFP: A multi-target 3D perception method with weak dependence on 2D detectors	15
Corrigendum to “Keyword weight optimization using gradient strategies in event focused web crawling” Pattern recognition letters volume 142 (2021) pages 3-10	15
Comparing filter and wrapper approaches for feature selection in handwritten character recognition	15
Panoramic brain network analyzer: A residual graph network with attention mechanism for autism spectrum disorder diagnosis	15
Improving radial lens distortion correction with multi-task learning	15
NAS For efficient mobile eyebrow biometrics	15
Group commonality graph: Multimodal pedestrian trajectory prediction via deep group features	15
Metadata, wavelet, and time aware diffusion models for satellite image super resolution	15
Weight Saliency search with Semantic Constraint for Neural Machine Translation attacks	15
CLIPRefiner: Enhancing realism and detail in free-hand sketches through semantically-aware optimization	15
3D ear reconstruction with Neural-Powell optimized SOP and curvature guidance	15
DuaFace: Data uncertainty in angular based loss for face recognition	15
Global-local graph neural networks for node-classification	15
Automatic dottization of Arabic text (Rasms) using deep recurrent neural networks	14
Learning a robust RGB-Thermal detector for extreme modality imbalance	14

Segment Anything Model for detecting salient objects with accurate prompting and Ladder Directional Perception	14
An overhead-free region-based JPEG framework for task-driven image compression	14
On why and how statistical significance criteria can guide multivariate time series motif analysis	14
An efficient ensemble explainable AI (XAI) approach for morphed face detection	14
Transductive t-SNE (tt-SNE) for classification and data visualization	14
Interpretable answer retrieval based on heterogeneous network embedding	14
Kreĭn twin support vector machines for imbalanced data classification	14
Dense multiscale inference network for lightweight salient object detection of strip steel surface defects	14
InDeepFake: A novel multimodal multilingual indian deepfake video dataset	14
DRSGen: Diagnostic-region-guided single-domain generalization for thyroid nodule segmentation	14
HLCN: A Hypergraph Laplace Contrastive Network for enhanced multimodal sentiment analysis	14
Graph neural collaborative filtering with medical content-aware pre-training for treatment pattern recommendation	14
SAMIRO: Spatial Attention Mutual Information Regularization with a pre-trained model as Oracle for lane detection	14
TCDI-Net: Early fake news detection network via topical context enhancement and cross-modal deep interaction	14
Introduction to the special issue on “Computer vision solutions for part-based image analysis and classification (CV_PARTIAL)”	13
Multi-low resource languages in palm leaf manuscript recognition: Syllable-based augmentation and error analysis	13
Discriminative projection fuzzy K-Means with adaptive neighbors	13
Enhancing surface normal estimation with cross-modal attention RGB-D fusion and adversarial Schrödinger bridge	13
Dead pixel test using effective receptive field	13
MIF: Multi-source information fusion for few-shot classification with CLIP	13
Editorial for special section ‘ICPR 2020’	13
Multifractal characterization and recognition of animal behavior based on deep wavelet transform	13
A Bayesian network combiner for multimodal handwriting analysis in Alzheimer’s disease detection	13
Improving Parkinson’s disease recognition through voice analysis using deep learning	13
Uncertainty quantification metrics for deep regression	13
DAT: A robust Discriminant Analysis-based Test of unimodality for unknown input distributions	13
PSA-Det3D: Pillar set abstraction for 3D object detection	13
Information theoretic clustering of the human pangenome minigraph	13
Assessing demographic bias in brain age prediction models using multiple deep learning paradigms	12
A Jackknife-Inspired Deep Learning Approach to Subject-Independent Classification of EEG	12
Editorial Board	12
Hand-object information embedded dexterous grasping generation	12
ABAE: Auxiliary Balanced AutoEncoder for class-imbalanced semi-supervised learning	12
Channel-spatial knowledge distillation for efficient semantic segmentation	12
Reducing redundancy in the bottleneck representation of autoencoders	12
KeyEncoder: A secure and usable EEG-based cryptographic key generation mechanism	12
Camera-independent color constancy by scene semantics	12
An improved entity recognition approach to cyber-social knowledge provision of intellectual property using a CRF-LSTM model	12
Distributed edge-event-triggered consensus of multi-agent system under DoS attack	12
Prototype distance ratio sampling for generalised few shot object detection	12
Multi-scale self-attention-based feature enhancement for detection of targets with small image sizes	12
Voxel and deep learning based depth complementation for transparent objects	12
Robust time series explanations via information-theoretic temporal structural priors	12
Mind the data: Evaluating data quality sensitivity in medical LLMs	12
Data-agnostic Face Image Synthesis Detection using Bayesian CNNs	12
Explainable few-shot learning with visual explanations on a low resource pneumonia dataset	12
Multi-scale self-attention mixup for graph classification	12
Adversarial image generation by spatial transformation in perceptual colorspaces	12
TRIS: A multimodal and multitask framework for unifying text–image retrieval and referring image segmentation	12
Addressing domain discrepancy: A dual-branch collaborative model to unsupervised dehazing	12
Non-parametric discretization for probabilistic labeled data	12
Feature decomposition-based gaze estimation with auxiliary head pose regression	12
Denoising diffusion model with adversarial learning for unsupervised anomaly detection on brain MRI images	12
Hierarchical supervisions with two-stream network for Deepfake detection	12
Open set classification of untranscribed handwritten text image documents	11
Memory-efficient distribution-guided experience sampling for policy consolidation	11
Editorial Board	11
CTCSANet: An adaptive channel-spatial attention network for abdominal organ segmentation	11
Exploiting deep and hand-crafted features for texture image retrieval using class membership	11
CustomDepth: Customizing point-wise depth categories for depth completion	11
Patterns of vehicle lights: Addressing complexities of camera-based vehicle light datasets and metrics	11
Tri-modal causal learning for forecasting EV charging demand	11
Multi-head second-order pooling for graph transformer networks	11
Local Selective Vision Transformer for Depth Estimation Using a Compound Eye Camera	11
An explainable super-resolution visual method for micro-crack image detection	11
Federated learning with ℓ1 regularization	11
A closed-form solution for conditional multidimensional scaling	11
An asymmetric heuristic for trained ternary quantization based on the statistics of the weights: An application to medical signal classification	11
Social domain integrated semantic self-discovery method for recommendation	11
Information extraction in handwritten historical logbooks	11
MVSSC: Meta-reinforcement learning based visual indoor navigation using multi-view semantic spatial context	11
SPOT: An efficient training-free task similarity quantification method for continual learning	11
Mask-guided cycle-GAN for specular highlight removal	11
SqCLIRIL: Spoken query cross-lingual information retrieval in Indian languages	11
STaTS: Structure-aware temporal sequence summarization via statistical window merging	11
Image outpainting guided by prior structure information	11
EPRVFL: A fast and scalable model for real-time fake news detection	11
Autoencoders with exponential deviation loss for weakly supervised anomaly detection	11
Editorial Board	11
Artistic neural style transfer using CycleGAN and FABEMD by adaptive information selection	11
HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments	11
ADFNeT: Adaptive decomposition and fusion for color constancy	11
Less is more: A minimalist approach to robust GAN-generated face detection	11
Object detection in drone video based on recurrent motion attention	11
DSR-Diff: Depth map super-resolution with diffusion model	11
Attribute alignment networks for generalized zero-shot learning	10
A method for evaluating deep generative models of images for hallucinations in high-order spatial context	10
Editorial Board	10
Multi-Prototypes representation learning for contrastive clustering	10
Object – PSF: A unified representation framework for end-to-end panoptic segmentation forecasting	10
Multi-Modal masked autoencoder and parallel Mamba for 3D brain tumor segmentation	10
Time-aware and task-transferable adversarial attack for perception of autonomous vehicles	10
Collaborative feature alignment with global–local fusion for fine-grained sketch-based image retrieval	10
RHRAF: Residual hypergraph refinement with adaptive fusion for open-set facial expression image retrieval	10
Multi-scale convolutional networks for traffic forecasting with spatial-temporal attention	10